--- _id: '4208' author: - first_name: Shamini full_name: Koravuna, Shamini last_name: Koravuna - first_name: Sanaullah full_name: Sanaullah, Sanaullah id: '248865' last_name: Sanaullah orcid: 0000-0003-4112-802X - first_name: Thorsten full_name: Jungeblut, Thorsten id: '242294' last_name: Jungeblut - first_name: Ulrich full_name: Rückert, Ulrich last_name: Rückert citation: alphadin: 'Koravuna, Shamini ; Sanaullah, Sanaullah ; Jungeblut, Thorsten ; Rückert, Ulrich: Digit Recognition Using Spiking Neural Networks on FPGA. In: Rojas, I. ; Joya, G. ; Catala, A. (Hrsg.): Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I, Lecture Notes in Computer Science. Cham : Springer Nature Switzerland, 2023, S. 406–417' ama: 'Koravuna S, Sanaullah S, Jungeblut T, Rückert U. Digit Recognition Using Spiking Neural Networks on FPGA. In: Rojas I, Joya G, Catala A, eds. Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland; 2023:406-417. doi:10.1007/978-3-031-43085-5_32' apa: 'Koravuna, S., Sanaullah, S., Jungeblut, T., & Rückert, U. (2023). Digit Recognition Using Spiking Neural Networks on FPGA. In I. Rojas, G. Joya, & A. Catala (Eds.), Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I (pp. 406–417). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-43085-5_32' bibtex: '@inproceedings{Koravuna_Sanaullah_Jungeblut_Rückert_2023, place={Cham}, series={Lecture Notes in Computer Science}, title={Digit Recognition Using Spiking Neural Networks on FPGA}, DOI={10.1007/978-3-031-43085-5_32}, booktitle={Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I}, publisher={Springer Nature Switzerland}, author={Koravuna, Shamini and Sanaullah, Sanaullah and Jungeblut, Thorsten and Rückert, Ulrich}, editor={Rojas, Ignacio and Joya, Gonzalo and Catala, AndreuEditors}, year={2023}, pages={406–417}, collection={Lecture Notes in Computer Science} }' chicago: 'Koravuna, Shamini, Sanaullah Sanaullah, Thorsten Jungeblut, and Ulrich Rückert. “Digit Recognition Using Spiking Neural Networks on FPGA.” In Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I, edited by Ignacio Rojas, Gonzalo Joya, and Andreu Catala, 406–17. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-43085-5_32.' ieee: S. Koravuna, S. Sanaullah, T. Jungeblut, and U. Rückert, “Digit Recognition Using Spiking Neural Networks on FPGA,” in Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I, 2023, pp. 406–417. mla: Koravuna, Shamini, et al. “Digit Recognition Using Spiking Neural Networks on FPGA.” Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I, edited by Ignacio Rojas et al., Springer Nature Switzerland, 2023, pp. 406–17, doi:10.1007/978-3-031-43085-5_32. short: 'S. Koravuna, S. Sanaullah, T. Jungeblut, U. Rückert, in: I. Rojas, G. Joya, A. Catala (Eds.), Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I, Springer Nature Switzerland, Cham, 2023, pp. 406–417.' date_created: 2024-01-04T13:07:12Z date_updated: 2024-02-09T07:57:36Z doi: 10.1007/978-3-031-43085-5_32 editor: - first_name: Ignacio full_name: Rojas, Ignacio last_name: Rojas - first_name: Gonzalo full_name: Joya, Gonzalo last_name: Joya - first_name: Andreu full_name: Catala, Andreu last_name: Catala language: - iso: eng page: 406-417 place: Cham publication: Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part I publication_identifier: eisbn: - 978-3-031-43085-5 eissn: - 1611-3349 isbn: - 978-3-031-43084-8 issn: - 0302-9743 publication_status: published publisher: Springer Nature Switzerland series_title: Lecture Notes in Computer Science status: public title: Digit Recognition Using Spiking Neural Networks on FPGA type: conference user_id: '231260' year: '2023' ... --- _id: '3622' author: - first_name: Benjamin full_name: Stecker, Benjamin last_name: Stecker - first_name: Hans full_name: Brandt-Pook, Hans id: '206531' last_name: Brandt-Pook orcid: 0009-0002-6668-2684 citation: alphadin: 'Stecker, Benjamin ; Brandt-Pook, Hans: Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison. In: Rutkowski, L. ; Scherer, R. ; Korytkowski, M. ; Pedrycz, W. ; Tadeusiewicz, R. ; Zurada, J. M. (Hrsg.): Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II, Lecture Notes in Computer Science. Cham : Springer Nature Switzerland, 2023, S. 91–101' ama: 'Stecker B, Brandt-Pook H. Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison. In: Rutkowski L, Scherer R, Korytkowski M, Pedrycz W, Tadeusiewicz R, Zurada JM, eds. Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland; 2023:91-101. doi:10.1007/978-3-031-42508-0_9' apa: 'Stecker, B., & Brandt-Pook, H. (2023). Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison. In L. Rutkowski, R. Scherer, M. Korytkowski, W. Pedrycz, R. Tadeusiewicz, & J. M. Zurada (Eds.), Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II (pp. 91–101). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-42508-0_9' bibtex: '@inproceedings{Stecker_Brandt-Pook_2023, place={Cham}, series={Lecture Notes in Computer Science}, title={Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison}, DOI={10.1007/978-3-031-42508-0_9}, booktitle={Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II}, publisher={Springer Nature Switzerland}, author={Stecker, Benjamin and Brandt-Pook, Hans}, editor={Rutkowski, Leszek and Scherer, Rafał and Korytkowski, Marcin and Pedrycz, Witold and Tadeusiewicz, Ryszard and Zurada, Jacek M.Editors}, year={2023}, pages={91–101}, collection={Lecture Notes in Computer Science} }' chicago: 'Stecker, Benjamin, and Hans Brandt-Pook. “Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison.” In Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II, edited by Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, and Jacek M. Zurada, 91–101. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-42508-0_9.' ieee: B. Stecker and H. Brandt-Pook, “Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison,” in Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II, 2023, pp. 91–101. mla: Stecker, Benjamin, and Hans Brandt-Pook. “Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison.” Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II, edited by Leszek Rutkowski et al., Springer Nature Switzerland, 2023, pp. 91–101, doi:10.1007/978-3-031-42508-0_9. short: 'B. Stecker, H. Brandt-Pook, in: L. Rutkowski, R. Scherer, M. Korytkowski, W. Pedrycz, R. Tadeusiewicz, J.M. Zurada (Eds.), Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II, Springer Nature Switzerland, Cham, 2023, pp. 91–101.' date_created: 2023-09-26T11:10:39Z date_updated: 2023-09-26T15:07:56Z doi: 10.1007/978-3-031-42508-0_9 editor: - first_name: Leszek full_name: Rutkowski, Leszek last_name: Rutkowski - first_name: Rafał full_name: Scherer, Rafał last_name: Scherer - first_name: Marcin full_name: Korytkowski, Marcin last_name: Korytkowski - first_name: Witold full_name: Pedrycz, Witold last_name: Pedrycz - first_name: Ryszard full_name: Tadeusiewicz, Ryszard last_name: Tadeusiewicz - first_name: Jacek M. full_name: Zurada, Jacek M. last_name: Zurada language: - iso: eng page: 91-101 place: Cham publication: Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II publication_identifier: eisbn: - 978-3-031-42508-0 eissn: - 1611-3349 isbn: - 978-3-031-42507-3 issn: - 0302-9743 publication_status: published publisher: Springer Nature Switzerland series_title: Lecture Notes in Computer Science status: public title: Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison type: conference user_id: '245590' year: '2023' ... --- _id: '2232' author: - first_name: Tim full_name: Voigt, Tim id: '220691' last_name: Voigt - first_name: Marvin full_name: Schöne, Marvin id: '218388' last_name: Schöne - first_name: Martin full_name: Kohlhase, Martin id: '226669' last_name: Kohlhase - first_name: Oliver full_name: Nelles, Oliver last_name: Nelles - first_name: Martin full_name: Kuhn, Martin last_name: Kuhn citation: alphadin: 'Voigt, Tim ; Schöne, Marvin ; Kohlhase, Martin ; Nelles, Oliver ; Kuhn, Martin: Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes. In: Yin, H. ; Camacho, D. ; Tino, P. (Hrsg.): Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2022, S. 379–390' ama: 'Voigt T, Schöne M, Kohlhase M, Nelles O, Kuhn M. Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes. In: Yin H, Camacho D, Tino P, eds. Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2022:379-390. doi:10.1007/978-3-031-21753-1_37' apa: 'Voigt, T., Schöne, M., Kohlhase, M., Nelles, O., & Kuhn, M. (2022). Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes. In H. Yin, D. Camacho, & P. Tino (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings (pp. 379–390). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-21753-1_37' bibtex: '@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes}, DOI={10.1007/978-3-031-21753-1_37}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings}, publisher={Springer International Publishing}, author={Voigt, Tim and Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, editor={Yin, Hujun and Camacho, David and Tino, PeterEditors}, year={2022}, pages={379–390}, collection={Lecture Notes in Computer Science} }' chicago: 'Voigt, Tim, Marvin Schöne, Martin Kohlhase, Oliver Nelles, and Martin Kuhn. “Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes.” In Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, edited by Hujun Yin, David Camacho, and Peter Tino, 379–90. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-21753-1_37.' ieee: T. Voigt, M. Schöne, M. Kohlhase, O. Nelles, and M. Kuhn, “Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes,” in Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Manchester, UK, 2022, pp. 379–390. mla: Voigt, Tim, et al. “Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes.” Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, edited by Hujun Yin et al., Springer International Publishing, 2022, pp. 379–90, doi:10.1007/978-3-031-21753-1_37. short: 'T. Voigt, M. Schöne, M. Kohlhase, O. Nelles, M. Kuhn, in: H. Yin, D. Camacho, P. Tino (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 379–390.' conference: end_date: 2022-11-26 location: Manchester, UK name: 23rd International Conference, IDEAL 2022 start_date: 2022-11-24 date_created: 2022-12-02T15:44:35Z date_updated: 2023-06-23T19:37:35Z doi: 10.1007/978-3-031-21753-1_37 editor: - first_name: Hujun full_name: Yin, Hujun last_name: Yin - first_name: David full_name: Camacho, David last_name: Camacho - first_name: Peter full_name: Tino, Peter last_name: Tino language: - iso: eng page: 379-390 place: Cham publication: Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings publication_identifier: eisbn: - 978-3-031-21753-1 eissn: - 1611-3349 isbn: - 978-3-031-21752-4 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes type: conference user_id: '245590' year: '2022' ... --- _id: '3050' abstract: - lang: eng text: Soft sensors combine a hardware component with an intelligent algorithmic processing of the raw sensor signals. While individualization of software components according to a person’s specific needs is comparably cheap, individualization of the sensor hardware itself is usually impossible in mass production. At the same time, the number of raw sensors should be minimum to reduce production costs. In this contribution, we propose to model this challenge as a feature selection problem, which optimizes a feature set simultaneously with respect to a family of functions corresponding to individualized post-processing of sensor signals. This concept is integrated into a number of different classical feature selection schemes, and evaluated in the context of the placement of pressure sensors as part of a shoe insole. It turns out that feature selection respecting the class of functions is superior to both placement based on anatomical considerations and classical feature selection methods. alternative_id: - '3054' author: - first_name: Markus full_name: Vieth, Markus last_name: Vieth - first_name: Nils full_name: Grimmelsmann, Nils id: '214493' last_name: Grimmelsmann orcid: 0000-0002-4864-4978 - first_name: Axel full_name: Schneider, Axel id: '213480' last_name: Schneider orcid: 0000-0002-6632-3473 - first_name: Barbara full_name: Hammer, Barbara last_name: Hammer citation: alphadin: 'Vieth, Markus ; Grimmelsmann, Nils ; Schneider, Axel ; Hammer, Barbara: Efficient Sensor Selection for Individualized Prediction Based on Biosignals. In: Yin, H. ; Camacho, D. ; Tino, P. (Hrsg.): Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Lecture Notes in Computer Science. Bd. 13756. Cham : Springer International Publishing, 2022, S. 326–337' ama: 'Vieth M, Grimmelsmann N, Schneider A, Hammer B. Efficient Sensor Selection for Individualized Prediction Based on Biosignals. In: Yin H, Camacho D, Tino P, eds. Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings. Vol 13756. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2022:326-337. doi:10.1007/978-3-031-21753-1_32' apa: 'Vieth, M., Grimmelsmann, N., Schneider, A., & Hammer, B. (2022). Efficient Sensor Selection for Individualized Prediction Based on Biosignals. In H. Yin, D. Camacho, & P. Tino (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings (Vol. 13756, pp. 326–337). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-21753-1_32' bibtex: '@inproceedings{Vieth_Grimmelsmann_Schneider_Hammer_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Efficient Sensor Selection for Individualized Prediction Based on Biosignals}, volume={13756}, DOI={10.1007/978-3-031-21753-1_32}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings}, publisher={Springer International Publishing}, author={Vieth, Markus and Grimmelsmann, Nils and Schneider, Axel and Hammer, Barbara}, editor={Yin, Hujun and Camacho, David and Tino, PeterEditors}, year={2022}, pages={326–337}, collection={Lecture Notes in Computer Science} }' chicago: 'Vieth, Markus, Nils Grimmelsmann, Axel Schneider, and Barbara Hammer. “Efficient Sensor Selection for Individualized Prediction Based on Biosignals.” In Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, edited by Hujun Yin, David Camacho, and Peter Tino, 13756:326–37. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-21753-1_32.' ieee: M. Vieth, N. Grimmelsmann, A. Schneider, and B. Hammer, “Efficient Sensor Selection for Individualized Prediction Based on Biosignals,” in Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Manchester, 2022, vol. 13756, pp. 326–337. mla: Vieth, Markus, et al. “Efficient Sensor Selection for Individualized Prediction Based on Biosignals.” Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, edited by Hujun Yin et al., vol. 13756, Springer International Publishing, 2022, pp. 326–37, doi:10.1007/978-3-031-21753-1_32. short: 'M. Vieth, N. Grimmelsmann, A. Schneider, B. Hammer, in: H. Yin, D. Camacho, P. Tino (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 326–337.' conference: location: Manchester name: 23rd International Conference on Intelligent Data Engineering and Automated Learning date_created: 2023-05-29T15:26:10Z date_updated: 2023-06-19T15:26:06Z doi: 10.1007/978-3-031-21753-1_32 editor: - first_name: Hujun full_name: Yin, Hujun last_name: Yin - first_name: David full_name: Camacho, David last_name: Camacho - first_name: Peter full_name: Tino, Peter last_name: Tino intvolume: ' 13756' language: - iso: eng main_file_link: - open_access: '1' url: https://doi.org/10.1007/978-3-031-21753-1_32 oa: '1' page: 326-337 place: Cham project: - _id: 72dfeb62-b436-11ed-9513-f39505d26204 name: CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie - _id: edf53067-b368-11ed-bde2-9f34a4102af5 name: TransCareTech - Transformation in Care & Technology - _id: beb248c8-cd75-11ed-b77c-e432b4711f7b name: Institut für Systemdynamik und Mechatronik publication: Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings publication_identifier: eisbn: - 978-3-031-21753-1 eissn: - 1611-3349 isbn: - 978-3-031-21752-4 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing quality_controlled: '1' series_title: Lecture Notes in Computer Science status: public title: Efficient Sensor Selection for Individualized Prediction Based on Biosignals type: conference user_id: '245590' volume: 13756 year: '2022' ... --- _id: '2483' abstract: - lang: eng text: Systematic literature reviews (SLRs) are at the heart of evidence-based research, collecting and integrating empirical evidence regarding specific research questions. A leading step in the search for relevant evidence is composing Boolean search queries, which are still at the core of how information retrieval systems work to perform an advanced literature search. Building these queries thus requires going from the general aims of the research questions into actionable search terms that are combined into potentially complex Boolean expressions. Researchers are thus tasked with the daunting and challenging task of building and refining search queries in their quest for sufficient coverage and proper representation of the literature. In this paper, we propose an adaptive Boolean query generation and refinement pipeline for SLR search. Our approach utilizes a reinforcement learning technique to learn the optimal modifications for a query based on the feedback collecting from the researchers about the query retrieval performance. Empirical evaluations with 10 SLR datasets showed our approach to achieve comparable performance to that of queries manually composed by SLR authors. author: - first_name: Maisie full_name: Badami, Maisie last_name: Badami - first_name: Boualem full_name: Benatallah, Boualem last_name: Benatallah - first_name: Marcos full_name: Baez Gonzalez, Marcos id: '250311' last_name: Baez Gonzalez orcid: 0000-0003-1666-2474 citation: alphadin: 'Badami, Maisie ; Benatallah, Boualem ; Baez Gonzalez, Marcos: Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation. In: Franch, X. ; Poels, G. ; Gailly, F. ; Snoeck, M. (Hrsg.): Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2022, S. 129–146' ama: 'Badami M, Benatallah B, Baez Gonzalez M. Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation. In: Franch X, Poels G, Gailly F, Snoeck M, eds. Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2022:129-146. doi:10.1007/978-3-031-07472-1_8' apa: 'Badami, M., Benatallah, B., & Baez Gonzalez, M. (2022). Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation. In X. Franch, G. Poels, F. Gailly, & M. Snoeck (Eds.), Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings (pp. 129–146). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-07472-1_8' bibtex: '@inbook{Badami_Benatallah_Baez Gonzalez_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation}, DOI={10.1007/978-3-031-07472-1_8}, booktitle={Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings}, publisher={Springer International Publishing}, author={Badami, Maisie and Benatallah, Boualem and Baez Gonzalez, Marcos}, editor={Franch, Xavier and Poels, Geert and Gailly, Frederik and Snoeck, MoniqueEditors}, year={2022}, pages={129–146}, collection={Lecture Notes in Computer Science} }' chicago: 'Badami, Maisie, Boualem Benatallah, and Marcos Baez Gonzalez. “Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation.” In Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, edited by Xavier Franch, Geert Poels, Frederik Gailly, and Monique Snoeck, 129–46. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-07472-1_8.' ieee: 'M. Badami, B. Benatallah, and M. Baez Gonzalez, “Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation,” in Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, X. Franch, G. Poels, F. Gailly, and M. Snoeck, Eds. Cham: Springer International Publishing, 2022, pp. 129–146.' mla: 'Badami, Maisie, et al. “Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation.” Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, edited by Xavier Franch et al., Springer International Publishing, 2022, pp. 129–46, doi:10.1007/978-3-031-07472-1_8.' short: 'M. Badami, B. Benatallah, M. Baez Gonzalez, in: X. Franch, G. Poels, F. Gailly, M. Snoeck (Eds.), Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 129–146.' conference: end_date: 2022-06-10 location: Leuven, Belgium name: Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022 start_date: 2022-06-06 date_created: 2023-03-08T15:00:46Z date_updated: 2023-06-17T10:40:46Z doi: 10.1007/978-3-031-07472-1_8 editor: - first_name: Xavier full_name: Franch, Xavier last_name: Franch - first_name: Geert full_name: Poels, Geert last_name: Poels - first_name: Frederik full_name: Gailly, Frederik last_name: Gailly - first_name: Monique full_name: Snoeck, Monique last_name: Snoeck language: - iso: eng page: 129-146 place: Cham publication: Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings publication_identifier: eisbn: - 978-3-031-07472-1 eissn: - 1611-3349 isbn: - 978-3-031-07471-4 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing quality_controlled: '1' series_title: Lecture Notes in Computer Science status: public title: 'Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation' type: book_chapter user_id: '216459' year: '2022' ... --- _id: '2481' author: - first_name: Marcos full_name: Baez Gonzalez, Marcos id: '250311' last_name: Baez Gonzalez orcid: 0000-0003-1666-2474 - first_name: Cinzia full_name: Cappiello, Cinzia last_name: Cappiello - first_name: Claudia M. full_name: Cutrupi, Claudia M. last_name: Cutrupi - first_name: Maristella full_name: Matera, Maristella last_name: Matera - first_name: Isabella full_name: Possaghi, Isabella last_name: Possaghi - first_name: Emanuele full_name: Pucci, Emanuele last_name: Pucci - first_name: Gianluca full_name: Spadone, Gianluca last_name: Spadone - first_name: Antonella full_name: Pasquale, Antonella last_name: Pasquale citation: alphadin: 'Baez Gonzalez, Marcos ; Cappiello, Cinzia ; Cutrupi, Claudia M. ; Matera, Maristella ; Possaghi, Isabella ; Pucci, Emanuele ; Spadone, Gianluca ; Pasquale, Antonella: Supporting Natural Language Interaction with the Web. In: Di Noia, T. ; Ko, I.-Y. ; Schedl, M. ; Ardito, C. (Hrsg.): Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2022, S. 383–390' ama: 'Baez Gonzalez M, Cappiello C, Cutrupi CM, et al. Supporting Natural Language Interaction with the Web. In: Di Noia T, Ko I-Y, Schedl M, Ardito C, eds. Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2022:383-390. doi:10.1007/978-3-031-09917-5_26' apa: 'Baez Gonzalez, M., Cappiello, C., Cutrupi, C. M., Matera, M., Possaghi, I., Pucci, E., … Pasquale, A. (2022). Supporting Natural Language Interaction with the Web. In T. Di Noia, I.-Y. Ko, M. Schedl, & C. Ardito (Eds.), Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings (pp. 383–390). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-09917-5_26' bibtex: '@inbook{Baez Gonzalez_Cappiello_Cutrupi_Matera_Possaghi_Pucci_Spadone_Pasquale_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Supporting Natural Language Interaction with the Web}, DOI={10.1007/978-3-031-09917-5_26}, booktitle={Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings}, publisher={Springer International Publishing}, author={Baez Gonzalez, Marcos and Cappiello, Cinzia and Cutrupi, Claudia M. and Matera, Maristella and Possaghi, Isabella and Pucci, Emanuele and Spadone, Gianluca and Pasquale, Antonella}, editor={Di Noia, Tommaso and Ko, In-Young and Schedl, Markus and Ardito, CarmeloEditors}, year={2022}, pages={383–390}, collection={Lecture Notes in Computer Science} }' chicago: 'Baez Gonzalez, Marcos, Cinzia Cappiello, Claudia M. Cutrupi, Maristella Matera, Isabella Possaghi, Emanuele Pucci, Gianluca Spadone, and Antonella Pasquale. “Supporting Natural Language Interaction with the Web.” In Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings, edited by Tommaso Di Noia, In-Young Ko, Markus Schedl, and Carmelo Ardito, 383–90. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-09917-5_26.' ieee: 'M. Baez Gonzalez et al., “Supporting Natural Language Interaction with the Web,” in Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings, T. Di Noia, I.-Y. Ko, M. Schedl, and C. Ardito, Eds. Cham: Springer International Publishing, 2022, pp. 383–390.' mla: Baez Gonzalez, Marcos, et al. “Supporting Natural Language Interaction with the Web.” Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings, edited by Tommaso Di Noia et al., Springer International Publishing, 2022, pp. 383–90, doi:10.1007/978-3-031-09917-5_26. short: 'M. Baez Gonzalez, C. Cappiello, C.M. Cutrupi, M. Matera, I. Possaghi, E. Pucci, G. Spadone, A. Pasquale, in: T. Di Noia, I.-Y. Ko, M. Schedl, C. Ardito (Eds.), Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 383–390.' conference: end_date: 2022-07-08 location: Bari, Italy name: Web Engineering. 22nd International Conference, ICWE 2022 start_date: 2022-07-05 date_created: 2023-03-08T14:57:51Z date_updated: 2023-06-17T10:36:19Z doi: 10.1007/978-3-031-09917-5_26 editor: - first_name: Tommaso full_name: Di Noia, Tommaso last_name: Di Noia - first_name: In-Young full_name: Ko, In-Young last_name: Ko - first_name: Markus full_name: Schedl, Markus last_name: Schedl - first_name: Carmelo full_name: Ardito, Carmelo last_name: Ardito language: - iso: eng page: 383-390 place: Cham publication: Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings publication_identifier: eisbn: - 978-3-031-09917-5 eissn: - 1611-3349 isbn: - 978-3-031-09916-8 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing quality_controlled: '1' series_title: Lecture Notes in Computer Science status: public title: Supporting Natural Language Interaction with the Web type: book_chapter user_id: '216459' year: '2022' ... --- _id: '2480' author: - first_name: Sara full_name: Bouguelia, Sara last_name: Bouguelia - first_name: Hayet full_name: Brabra, Hayet last_name: Brabra - first_name: Boualem full_name: Benatallah, Boualem last_name: Benatallah - first_name: Marcos full_name: Baez Gonzalez, Marcos id: '250311' last_name: Baez Gonzalez orcid: 0000-0003-1666-2474 - first_name: Shayan full_name: Zamanirad, Shayan last_name: Zamanirad - first_name: Hamamache full_name: Kheddouci, Hamamache last_name: Kheddouci citation: alphadin: 'Bouguelia, Sara ; Brabra, Hayet ; Benatallah, Boualem ; Baez Gonzalez, Marcos ; Zamanirad, Shayan ; Kheddouci, Hamamache: Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations. In: Franch, X. ; Poels, G. ; Gailly, F. ; Snoeck, M. (Hrsg.): Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2022, S. 237–252' ama: 'Bouguelia S, Brabra H, Benatallah B, Baez Gonzalez M, Zamanirad S, Kheddouci H. Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations. In: Franch X, Poels G, Gailly F, Snoeck M, eds. Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2022:237-252. doi:10.1007/978-3-031-07472-1_14' apa: 'Bouguelia, S., Brabra, H., Benatallah, B., Baez Gonzalez, M., Zamanirad, S., & Kheddouci, H. (2022). Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations. In X. Franch, G. Poels, F. Gailly, & M. Snoeck (Eds.), Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings (pp. 237–252). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-07472-1_14' bibtex: '@inbook{Bouguelia_Brabra_Benatallah_Baez Gonzalez_Zamanirad_Kheddouci_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations}, DOI={10.1007/978-3-031-07472-1_14}, booktitle={Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings}, publisher={Springer International Publishing}, author={Bouguelia, Sara and Brabra, Hayet and Benatallah, Boualem and Baez Gonzalez, Marcos and Zamanirad, Shayan and Kheddouci, Hamamache}, editor={Franch, Xavier and Poels, Geert and Gailly, Frederik and Snoeck, MoniqueEditors}, year={2022}, pages={237–252}, collection={Lecture Notes in Computer Science} }' chicago: 'Bouguelia, Sara, Hayet Brabra, Boualem Benatallah, Marcos Baez Gonzalez, Shayan Zamanirad, and Hamamache Kheddouci. “Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations.” In Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, edited by Xavier Franch, Geert Poels, Frederik Gailly, and Monique Snoeck, 237–52. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-07472-1_14.' ieee: 'S. Bouguelia, H. Brabra, B. Benatallah, M. Baez Gonzalez, S. Zamanirad, and H. Kheddouci, “Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations,” in Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, X. Franch, G. Poels, F. Gailly, and M. Snoeck, Eds. Cham: Springer International Publishing, 2022, pp. 237–252.' mla: Bouguelia, Sara, et al. “Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations.” Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, edited by Xavier Franch et al., Springer International Publishing, 2022, pp. 237–52, doi:10.1007/978-3-031-07472-1_14. short: 'S. Bouguelia, H. Brabra, B. Benatallah, M. Baez Gonzalez, S. Zamanirad, H. Kheddouci, in: X. Franch, G. Poels, F. Gailly, M. Snoeck (Eds.), Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 237–252.' conference: end_date: 2022-06-10 location: Leuven, Belgium name: Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022 start_date: 2022-06-06 date_created: 2023-03-08T14:56:40Z date_updated: 2023-06-17T10:34:24Z doi: 10.1007/978-3-031-07472-1_14 editor: - first_name: Xavier full_name: Franch, Xavier last_name: Franch - first_name: Geert full_name: Poels, Geert last_name: Poels - first_name: Frederik full_name: Gailly, Frederik last_name: Gailly - first_name: Monique full_name: Snoeck, Monique last_name: Snoeck language: - iso: eng page: 237-252 place: Cham publication: Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings publication_identifier: eisbn: - 978-3-031-07472-1 eissn: - 1611-3349 isbn: - 978-3-031-07471-4 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing quality_controlled: '1' series_title: Lecture Notes in Computer Science status: public title: Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations type: book_chapter user_id: '216459' year: '2022' ... --- _id: '2479' author: - first_name: Jorge full_name: Ramírez, Jorge last_name: Ramírez - first_name: Marcos full_name: Baez Gonzalez, Marcos id: '250311' last_name: Baez Gonzalez orcid: 0000-0003-1666-2474 - first_name: Auday full_name: Berro, Auday last_name: Berro - first_name: Boualem full_name: Benatallah, Boualem last_name: Benatallah - first_name: Fabio full_name: Casati, Fabio last_name: Casati citation: alphadin: 'Ramírez, Jorge ; Baez Gonzalez, Marcos ; Berro, Auday ; Benatallah, Boualem ; Casati, Fabio: Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows. In: Franch, X. ; Poels, G. ; Gailly, F. ; Snoeck, M. (Hrsg.): Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2022, S. 253–269' ama: 'Ramírez J, Baez Gonzalez M, Berro A, Benatallah B, Casati F. Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows. In: Franch X, Poels G, Gailly F, Snoeck M, eds. Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2022:253-269. doi:10.1007/978-3-031-07472-1_15' apa: 'Ramírez, J., Baez Gonzalez, M., Berro, A., Benatallah, B., & Casati, F. (2022). Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows. In X. Franch, G. Poels, F. Gailly, & M. Snoeck (Eds.), Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings (pp. 253–269). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-031-07472-1_15' bibtex: '@inbook{Ramírez_Baez Gonzalez_Berro_Benatallah_Casati_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows}, DOI={10.1007/978-3-031-07472-1_15}, booktitle={Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings}, publisher={Springer International Publishing}, author={Ramírez, Jorge and Baez Gonzalez, Marcos and Berro, Auday and Benatallah, Boualem and Casati, Fabio}, editor={Franch, Xavier and Poels, Geert and Gailly, Frederik and Snoeck, MoniqueEditors}, year={2022}, pages={253–269}, collection={Lecture Notes in Computer Science} }' chicago: 'Ramírez, Jorge, Marcos Baez Gonzalez, Auday Berro, Boualem Benatallah, and Fabio Casati. “Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows.” In Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, edited by Xavier Franch, Geert Poels, Frederik Gailly, and Monique Snoeck, 253–69. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2022. https://doi.org/10.1007/978-3-031-07472-1_15.' ieee: 'J. Ramírez, M. Baez Gonzalez, A. Berro, B. Benatallah, and F. Casati, “Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows,” in Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, X. Franch, G. Poels, F. Gailly, and M. Snoeck, Eds. Cham: Springer International Publishing, 2022, pp. 253–269.' mla: Ramírez, Jorge, et al. “Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows.” Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, edited by Xavier Franch et al., Springer International Publishing, 2022, pp. 253–69, doi:10.1007/978-3-031-07472-1_15. short: 'J. Ramírez, M. Baez Gonzalez, A. Berro, B. Benatallah, F. Casati, in: X. Franch, G. Poels, F. Gailly, M. Snoeck (Eds.), Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings, Springer International Publishing, Cham, 2022, pp. 253–269.' conference: end_date: 2022-06-10 location: Leuven, Belgium name: 34th International Conference, CAiSE 2022 start_date: 2022-06-06 date_created: 2023-03-08T14:54:51Z date_updated: 2023-06-17T10:33:02Z doi: 10.1007/978-3-031-07472-1_15 editor: - first_name: Xavier full_name: Franch, Xavier last_name: Franch - first_name: Geert full_name: Poels, Geert last_name: Poels - first_name: Frederik full_name: Gailly, Frederik last_name: Gailly - first_name: Monique full_name: Snoeck, Monique last_name: Snoeck language: - iso: eng page: 253-269 place: Cham publication: Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings publication_identifier: eisbn: - 978-3-031-07472-1 eissn: - 1611-3349 isbn: - 978-3-031-07471-4 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing quality_controlled: '1' series_title: Lecture Notes in Computer Science status: public title: Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows type: book_chapter user_id: '216459' year: '2022' ... --- _id: '2401' abstract: - lang: eng text: Task-oriented conversational assistants are in very high demand these days. They employ third-party APIs to serve end-users via natural language interactions and improve their productivity. Recently, the augmentation of process-enabled automation with conversational assistants emerged as a promising technology to make process automation closer to users. This paper focuses on the superimposition of task-oriented assistants over composite services. We propose a Human-bot-Process interaction acts that are relevant to represent natural language conversations between the user and multi-step processes. In doing so, we enable human users to perform tasks by naturally interacting with processes. author: - first_name: Sara full_name: Bouguelia, Sara last_name: Bouguelia - first_name: Auday full_name: Berro, Auday last_name: Berro - first_name: Boualem full_name: Benatallah, Boualem last_name: Benatallah - first_name: Marcos full_name: Baez Gonzalez, Marcos id: '250311' last_name: Baez Gonzalez orcid: 0000-0003-1666-2474 - first_name: Hayet full_name: Brabra, Hayet last_name: Brabra - first_name: Shayan full_name: Zamanirad, Shayan last_name: Zamanirad - first_name: Hamamache full_name: Kheddouci, Hamamache last_name: Kheddouci citation: alphadin: 'Bouguelia, Sara ; Berro, Auday ; Benatallah, Boualem ; Baez Gonzalez, Marcos ; Brabra, Hayet ; Zamanirad, Shayan ; Kheddouci, Hamamache: Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite Services. In: Troya, J. ; Medjahed, B. ; Piattini, M. ; Yao, L. ; Fernández, P. ; Ruiz-Cortés, A. (Hrsg.): Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings, Lecture Notes in Computer Science. Cham : Springer Nature Switzerland, 2022, S. 575–583' ama: 'Bouguelia S, Berro A, Benatallah B, et al. Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite Services. In: Troya J, Medjahed B, Piattini M, Yao L, Fernández P, Ruiz-Cortés A, eds. Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland; 2022:575-583. doi:10.1007/978-3-031-20984-0_41' apa: 'Bouguelia, S., Berro, A., Benatallah, B., Baez Gonzalez, M., Brabra, H., Zamanirad, S., & Kheddouci, H. (2022). Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite Services. In J. Troya, B. Medjahed, M. Piattini, L. Yao, P. Fernández, & A. Ruiz-Cortés (Eds.), Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings (pp. 575–583). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-20984-0_41' bibtex: '@inbook{Bouguelia_Berro_Benatallah_Baez Gonzalez_Brabra_Zamanirad_Kheddouci_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite Services}, DOI={10.1007/978-3-031-20984-0_41}, booktitle={Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings}, publisher={Springer Nature Switzerland}, author={Bouguelia, Sara and Berro, Auday and Benatallah, Boualem and Baez Gonzalez, Marcos and Brabra, Hayet and Zamanirad, Shayan and Kheddouci, Hamamache}, editor={Troya, Javier and Medjahed, Brahim and Piattini, Mario and Yao, Lina and Fernández, Pablo and Ruiz-Cortés, AntonioEditors}, year={2022}, pages={575–583}, collection={Lecture Notes in Computer Science} }' chicago: 'Bouguelia, Sara, Auday Berro, Boualem Benatallah, Marcos Baez Gonzalez, Hayet Brabra, Shayan Zamanirad, and Hamamache Kheddouci. “Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite Services.” In Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings, edited by Javier Troya, Brahim Medjahed, Mario Piattini, Lina Yao, Pablo Fernández, and Antonio Ruiz-Cortés, 575–83. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, 2022. https://doi.org/10.1007/978-3-031-20984-0_41.' ieee: 'S. Bouguelia et al., “Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite Services,” in Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings, J. Troya, B. Medjahed, M. Piattini, L. Yao, P. Fernández, and A. Ruiz-Cortés, Eds. Cham: Springer Nature Switzerland, 2022, pp. 575–583.' mla: 'Bouguelia, Sara, et al. “Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite Services.” Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings, edited by Javier Troya et al., Springer Nature Switzerland, 2022, pp. 575–83, doi:10.1007/978-3-031-20984-0_41.' short: 'S. Bouguelia, A. Berro, B. Benatallah, M. Baez Gonzalez, H. Brabra, S. Zamanirad, H. Kheddouci, in: J. Troya, B. Medjahed, M. Piattini, L. Yao, P. Fernández, A. Ruiz-Cortés (Eds.), Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings, Springer Nature Switzerland, Cham, 2022, pp. 575–583.' conference: end_date: 2022-12-02 location: Seville, Spain name: 'Service-Oriented Computing: 20th International Conference, ICSOC 2022' start_date: 2022-11-29 date_created: 2023-02-09T14:31:08Z date_updated: 2023-06-17T10:04:17Z doi: 10.1007/978-3-031-20984-0_41 editor: - first_name: Javier full_name: Troya, Javier last_name: Troya - first_name: Brahim full_name: Medjahed, Brahim last_name: Medjahed - first_name: Mario full_name: Piattini, Mario last_name: Piattini - first_name: Lina full_name: Yao, Lina last_name: Yao - first_name: Pablo full_name: Fernández, Pablo last_name: Fernández - first_name: Antonio full_name: Ruiz-Cortés, Antonio last_name: Ruiz-Cortés language: - iso: eng page: 575-583 place: Cham publication: Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings publication_identifier: eisbn: - 978-3-031-20984-0 eissn: - 1611-3349 isbn: - 978-3-031-20983-3 issn: - 0302-9743 publication_status: published publisher: Springer Nature Switzerland quality_controlled: '1' series_title: Lecture Notes in Computer Science status: public title: 'Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite Services' type: book_chapter user_id: '216459' year: '2022' ... --- _id: '2668' author: - first_name: Christoph full_name: Ostrau, Christoph id: '250133' last_name: Ostrau orcid: 0000-0003-1551-3848 - first_name: Jonas full_name: Homburg, Jonas last_name: Homburg - first_name: Christian full_name: Klarhorst, Christian last_name: Klarhorst - first_name: Michael full_name: Thies, Michael last_name: Thies - first_name: Ulrich full_name: Rückert, Ulrich last_name: Rückert citation: alphadin: 'Ostrau, Christoph ; Homburg, Jonas ; Klarhorst, Christian ; Thies, Michael ; Rückert, Ulrich: Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware. In: Farkaš, I. ; Masulli, P. ; Wermter, S. (Hrsg.): Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2020, S. 610–621' ama: 'Ostrau C, Homburg J, Klarhorst C, Thies M, Rückert U. Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware. In: Farkaš I, Masulli P, Wermter S, eds. Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2020:610-621. doi:10.1007/978-3-030-61616-8_49' apa: 'Ostrau, C., Homburg, J., Klarhorst, C., Thies, M., & Rückert, U. (2020). Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware. In I. Farkaš, P. Masulli, & S. Wermter (Eds.), Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II (pp. 610–621). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-61616-8_49' bibtex: '@inproceedings{Ostrau_Homburg_Klarhorst_Thies_Rückert_2020, place={Cham}, series={Lecture Notes in Computer Science}, title={Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware}, DOI={10.1007/978-3-030-61616-8_49}, booktitle={Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II}, publisher={Springer International Publishing}, author={Ostrau, Christoph and Homburg, Jonas and Klarhorst, Christian and Thies, Michael and Rückert, Ulrich}, editor={Farkaš, Igor and Masulli, Paolo and Wermter, StefanEditors}, year={2020}, pages={610–621}, collection={Lecture Notes in Computer Science} }' chicago: 'Ostrau, Christoph, Jonas Homburg, Christian Klarhorst, Michael Thies, and Ulrich Rückert. “Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware.” In Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, edited by Igor Farkaš, Paolo Masulli, and Stefan Wermter, 610–21. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2020. https://doi.org/10.1007/978-3-030-61616-8_49.' ieee: C. Ostrau, J. Homburg, C. Klarhorst, M. Thies, and U. Rückert, “Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware,” in Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, 2020, pp. 610–621. mla: Ostrau, Christoph, et al. “Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware.” Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, edited by Igor Farkaš et al., Springer International Publishing, 2020, pp. 610–21, doi:10.1007/978-3-030-61616-8_49. short: 'C. Ostrau, J. Homburg, C. Klarhorst, M. Thies, U. Rückert, in: I. Farkaš, P. Masulli, S. Wermter (Eds.), Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, Springer International Publishing, Cham, 2020, pp. 610–621.' date_created: 2023-03-24T10:24:42Z date_updated: 2023-03-24T11:59:47Z doi: 10.1007/978-3-030-61616-8_49 editor: - first_name: Igor full_name: Farkaš, Igor last_name: Farkaš - first_name: Paolo full_name: Masulli, Paolo last_name: Masulli - first_name: Stefan full_name: Wermter, Stefan last_name: Wermter extern: '1' language: - iso: eng page: 610-621 place: Cham publication: Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II publication_identifier: eisbn: - 978-3-030-61616-8 eissn: - 1611-3349 isbn: - 978-3-030-61615-1 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing quality_controlled: '1' series_title: Lecture Notes in Computer Science status: public title: Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware type: conference user_id: '216459' year: '2020' ... --- _id: '2641' author: - first_name: Christoph full_name: Ostrau, Christoph last_name: Ostrau - first_name: Jonas full_name: Homburg, Jonas last_name: Homburg - first_name: Christian full_name: Klarhorst, Christian last_name: Klarhorst - first_name: Michael full_name: Thies, Michael last_name: Thies - first_name: Ulrich full_name: Rückert, Ulrich last_name: Rückert citation: alphadin: 'Ostrau, Christoph ; Homburg, Jonas ; Klarhorst, Christian ; Thies, Michael ; Rückert, Ulrich: Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware. In: Farkaš, I. ; Masulli, P. ; Wermter, S. (Hrsg.): Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2020, S. 610–621' ama: 'Ostrau C, Homburg J, Klarhorst C, Thies M, Rückert U. Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware. In: Farkaš I, Masulli P, Wermter S, eds. Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2020:610-621. doi:10.1007/978-3-030-61616-8_49' apa: 'Ostrau, C., Homburg, J., Klarhorst, C., Thies, M., & Rückert, U. (2020). Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware. In I. Farkaš, P. Masulli, & S. Wermter (Eds.), Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II (pp. 610–621). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-61616-8_49' bibtex: '@inbook{Ostrau_Homburg_Klarhorst_Thies_Rückert_2020, place={Cham}, series={Lecture Notes in Computer Science}, title={Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware}, DOI={10.1007/978-3-030-61616-8_49}, booktitle={Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II}, publisher={Springer International Publishing}, author={Ostrau, Christoph and Homburg, Jonas and Klarhorst, Christian and Thies, Michael and Rückert, Ulrich}, editor={Farkaš, Igor and Masulli, Paolo and Wermter, StefanEditors}, year={2020}, pages={610–621}, collection={Lecture Notes in Computer Science} }' chicago: 'Ostrau, Christoph, Jonas Homburg, Christian Klarhorst, Michael Thies, and Ulrich Rückert. “Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware.” In Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, edited by Igor Farkaš, Paolo Masulli, and Stefan Wermter, 610–21. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2020. https://doi.org/10.1007/978-3-030-61616-8_49.' ieee: 'C. Ostrau, J. Homburg, C. Klarhorst, M. Thies, and U. Rückert, “Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware,” in Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, I. Farkaš, P. Masulli, and S. Wermter, Eds. Cham: Springer International Publishing, 2020, pp. 610–621.' mla: Ostrau, Christoph, et al. “Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware.” Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, edited by Igor Farkaš et al., Springer International Publishing, 2020, pp. 610–21, doi:10.1007/978-3-030-61616-8_49. short: 'C. Ostrau, J. Homburg, C. Klarhorst, M. Thies, U. Rückert, in: I. Farkaš, P. Masulli, S. Wermter (Eds.), Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II, Springer International Publishing, Cham, 2020, pp. 610–621.' date_created: 2023-03-20T09:02:08Z date_updated: 2023-03-20T14:39:51Z doi: 10.1007/978-3-030-61616-8_49 editor: - first_name: Igor full_name: Farkaš, Igor last_name: Farkaš - first_name: Paolo full_name: Masulli, Paolo last_name: Masulli - first_name: Stefan full_name: Wermter, Stefan last_name: Wermter language: - iso: eng main_file_link: - open_access: '1' url: https://doi.org/10.1007/978-3-030-61616-8_49 oa: '1' page: 610-621 place: Cham publication: Artificial Neural Networks and Machine Learning – ICANN 2020. 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part II publication_identifier: eisbn: - 978-3-030-61616-8 eissn: - 1611-3349 isbn: - 978-3-030-61615-1 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware type: book_chapter user_id: '245590' year: '2020' ... --- _id: '2362' author: - first_name: Marcos full_name: Baez Gonzalez, Marcos id: '250311' last_name: Baez Gonzalez orcid: 0000-0003-1666-2474 - first_name: Florian full_name: Daniel, Florian last_name: Daniel - first_name: Fabio full_name: Casati, Fabio last_name: Casati citation: alphadin: 'Baez Gonzalez, Marcos ; Daniel, Florian ; Casati, Fabio: Conversational Web Interaction: Proposal of a Dialog-Based Natural Language Interaction Paradigm for the Web. In: Følstad, A. ; Araujo, T. ; Papadopoulos, S. ; Law, E. L.-C. ; Granmo, O.-C. ; Luger, E. ; Brandtzaeg, P. B. (Hrsg.): Chatbot Research and Design. Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19–20, 2019, Revised Selected Papers, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2020, S. 94–110' ama: 'Baez Gonzalez M, Daniel F, Casati F. Conversational Web Interaction: Proposal of a Dialog-Based Natural Language Interaction Paradigm for the Web. In: Følstad A, Araujo T, Papadopoulos S, et al., eds. Chatbot Research and Design. Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19–20, 2019, Revised Selected Papers. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2020:94-110. doi:10.1007/978-3-030-39540-7_7' apa: 'Baez Gonzalez, M., Daniel, F., & Casati, F. (2020). Conversational Web Interaction: Proposal of a Dialog-Based Natural Language Interaction Paradigm for the Web. In A. Følstad, T. Araujo, S. Papadopoulos, E. L.-C. Law, O.-C. Granmo, E. Luger, & P. B. Brandtzaeg (Eds.), Chatbot Research and Design. Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19–20, 2019, Revised Selected Papers (pp. 94–110). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-39540-7_7' bibtex: '@inbook{Baez Gonzalez_Daniel_Casati_2020, place={Cham}, series={Lecture Notes in Computer Science}, title={Conversational Web Interaction: Proposal of a Dialog-Based Natural Language Interaction Paradigm for the Web}, DOI={10.1007/978-3-030-39540-7_7}, booktitle={Chatbot Research and Design. Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19–20, 2019, Revised Selected Papers}, publisher={Springer International Publishing}, author={Baez Gonzalez, Marcos and Daniel, Florian and Casati, Fabio}, editor={Følstad, Asbjørn and Araujo, Theo and Papadopoulos, Symeon and Law, Effie Lai-Chong and Granmo, Ole-Christoffer and Luger, Ewa and Brandtzaeg, Petter BaeEditors}, year={2020}, pages={94–110}, collection={Lecture Notes in Computer Science} }' chicago: 'Baez Gonzalez, Marcos, Florian Daniel, and Fabio Casati. “Conversational Web Interaction: Proposal of a Dialog-Based Natural Language Interaction Paradigm for the Web.” In Chatbot Research and Design. Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19–20, 2019, Revised Selected Papers, edited by Asbjørn Følstad, Theo Araujo, Symeon Papadopoulos, Effie Lai-Chong Law, Ole-Christoffer Granmo, Ewa Luger, and Petter Bae Brandtzaeg, 94–110. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2020. https://doi.org/10.1007/978-3-030-39540-7_7.' ieee: 'M. Baez Gonzalez, F. Daniel, and F. Casati, “Conversational Web Interaction: Proposal of a Dialog-Based Natural Language Interaction Paradigm for the Web,” in Chatbot Research and Design. Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19–20, 2019, Revised Selected Papers, A. Følstad, T. Araujo, S. Papadopoulos, E. L.-C. Law, O.-C. Granmo, E. Luger, and P. B. Brandtzaeg, Eds. Cham: Springer International Publishing, 2020, pp. 94–110.' mla: 'Baez Gonzalez, Marcos, et al. “Conversational Web Interaction: Proposal of a Dialog-Based Natural Language Interaction Paradigm for the Web.” Chatbot Research and Design. Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19–20, 2019, Revised Selected Papers, edited by Asbjørn Følstad et al., Springer International Publishing, 2020, pp. 94–110, doi:10.1007/978-3-030-39540-7_7.' short: 'M. Baez Gonzalez, F. Daniel, F. Casati, in: A. Følstad, T. Araujo, S. Papadopoulos, E.L.-C. Law, O.-C. Granmo, E. Luger, P.B. Brandtzaeg (Eds.), Chatbot Research and Design. Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19–20, 2019, Revised Selected Papers, Springer International Publishing, Cham, 2020, pp. 94–110.' date_created: 2023-02-09T14:29:01Z date_updated: 2023-02-16T11:07:14Z doi: 10.1007/978-3-030-39540-7_7 editor: - first_name: Asbjørn full_name: Følstad, Asbjørn last_name: Følstad - first_name: Theo full_name: Araujo, Theo last_name: Araujo - first_name: Symeon full_name: Papadopoulos, Symeon last_name: Papadopoulos - first_name: Effie Lai-Chong full_name: Law, Effie Lai-Chong last_name: Law - first_name: Ole-Christoffer full_name: Granmo, Ole-Christoffer last_name: Granmo - first_name: Ewa full_name: Luger, Ewa last_name: Luger - first_name: Petter Bae full_name: Brandtzaeg, Petter Bae last_name: Brandtzaeg language: - iso: eng page: 94-110 place: Cham publication: Chatbot Research and Design. Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Netherlands, November 19–20, 2019, Revised Selected Papers publication_identifier: eisbn: - 978-3-030-39540-7 eissn: - 1611-3349 isbn: - 978-3-030-39539-1 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: 'Conversational Web Interaction: Proposal of a Dialog-Based Natural Language Interaction Paradigm for the Web' type: book_chapter user_id: '245590' year: '2020' ... --- _id: '1916' abstract: - lang: eng text: In the context of Industry 4.0, an increasing number of data-driven models is used in order to improve industrial processes. These models need to be accurate and interpretable. Regression Trees are able to fulfill these requirements, especially if their model flexibility is increased by multivariate splits that adapt to the process function. In this paper, a novel approach for multivariate split selection is presented. The direction of the split is determined by a first-order Least Squares model, that adapts to process function gradient in a local area. By using a forward selection method, the curse of dimensionality is weakened, interpretability is maintained and a generalized split is created. The approach is implemented in CART as an extension to the existing algorithm for constructing the Least Squares Regression Tree (LSRT). For evaluation, an extensive experimental analysis is performed in which LSRT leads to much smaller trees and a higher prediction accuracy than univariate CART. Furthermore, low sensitivity to noise and performance improvements for high dimensional input spaces and small data sets are achieved. author: - first_name: Marvin full_name: Schöne, Marvin id: '218388' last_name: Schöne - first_name: Martin full_name: Kohlhase, Martin id: '226669' last_name: Kohlhase citation: alphadin: 'Schöne, Marvin ; Kohlhase, Martin: Least Squares Approach for Multivariate Split Selection in Regression Trees. In: Analide, C. ; Novais, P. ; Camacho, D. ; Yin, H. (Hrsg.): Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2020, S. 41–50' ama: 'Schöne M, Kohlhase M. Least Squares Approach for Multivariate Split Selection in Regression Trees. In: Analide C, Novais P, Camacho D, Yin H, eds. Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2020:41-50. doi:10.1007/978-3-030-62362-3_5' apa: 'Schöne, M., & Kohlhase, M. (2020). Least Squares Approach for Multivariate Split Selection in Regression Trees. In C. Analide, P. Novais, D. Camacho, & H. Yin (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I (pp. 41–50). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-62362-3_5' bibtex: '@inbook{Schöne_Kohlhase_2020, place={Cham}, series={Lecture Notes in Computer Science}, title={Least Squares Approach for Multivariate Split Selection in Regression Trees}, DOI={10.1007/978-3-030-62362-3_5}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I}, publisher={Springer International Publishing}, author={Schöne, Marvin and Kohlhase, Martin}, editor={Analide, Cesar and Novais, Paulo and Camacho, David and Yin, HujunEditors}, year={2020}, pages={41–50}, collection={Lecture Notes in Computer Science} }' chicago: 'Schöne, Marvin, and Martin Kohlhase. “Least Squares Approach for Multivariate Split Selection in Regression Trees.” In Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I, edited by Cesar Analide, Paulo Novais, David Camacho, and Hujun Yin, 41–50. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2020. https://doi.org/10.1007/978-3-030-62362-3_5.' ieee: 'M. Schöne and M. Kohlhase, “Least Squares Approach for Multivariate Split Selection in Regression Trees,” in Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I, C. Analide, P. Novais, D. Camacho, and H. Yin, Eds. Cham: Springer International Publishing, 2020, pp. 41–50.' mla: Schöne, Marvin, and Martin Kohlhase. “Least Squares Approach for Multivariate Split Selection in Regression Trees.” Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I, edited by Cesar Analide et al., Springer International Publishing, 2020, pp. 41–50, doi:10.1007/978-3-030-62362-3_5. short: 'M. Schöne, M. Kohlhase, in: C. Analide, P. Novais, D. Camacho, H. Yin (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I, Springer International Publishing, Cham, 2020, pp. 41–50.' conference: name: International Conference on Intelligent Data Engineering and Automated Learning date_created: 2022-05-02T15:33:18Z date_updated: 2022-05-02T15:33:44Z doi: 10.1007/978-3-030-62362-3_5 editor: - first_name: Cesar full_name: Analide, Cesar last_name: Analide - first_name: Paulo full_name: Novais, Paulo last_name: Novais - first_name: David full_name: Camacho, David last_name: Camacho - first_name: Hujun full_name: Yin, Hujun last_name: Yin keyword: - Industry 4.0 - Interpretability - Curse of dimensionality - Oblique Regression Trees - Mixed Regression Trees - CART language: - iso: eng main_file_link: - url: https://link.springer.com/content/pdf/10.1007/978-3-030-62362-3_5.pdf page: 41-50 place: Cham publication: Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I publication_identifier: eisbn: - 978-3-030-62362-3 eissn: - 1611-3349 isbn: - 978-3-030-62361-6 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: Least Squares Approach for Multivariate Split Selection in Regression Trees type: book_chapter user_id: '218388' year: '2020' ... --- _id: '1208' author: - first_name: Nico full_name: Migenda, Nico id: '218473' last_name: Migenda orcid: 0000-0002-7223-1735 - first_name: Ralf full_name: Möller, Ralf last_name: Möller - first_name: Wolfram full_name: Schenck, Wolfram id: '224375' last_name: Schenck orcid: 0000-0003-3300-2048 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-3300-2048/work/94914454 citation: alphadin: 'Migenda, Nico ; Möller, Ralf ; Schenck, Wolfram: Adaptive Dimensionality Adjustment for Online “Principal Component Analysis”. In: Yin, H. ; Camacho, D. ; Tino, P. ; Tallón-Ballesteros, A. J. ; Menezes, R. ; Allmendinger, R. (Hrsg.): Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2019, S. 76–84' ama: 'Migenda N, Möller R, Schenck W. Adaptive Dimensionality Adjustment for Online “Principal Component Analysis.” In: Yin H, Camacho D, Tino P, Tallón-Ballesteros AJ, Menezes R, Allmendinger R, eds. Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2019:76-84. doi:10.1007/978-3-030-33607-3_9' apa: 'Migenda, N., Möller, R., & Schenck, W. (2019). Adaptive Dimensionality Adjustment for Online “Principal Component Analysis.” In H. Yin, D. Camacho, P. Tino, A. J. Tallón-Ballesteros, R. Menezes, & R. Allmendinger (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I (pp. 76–84). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-33607-3_9' bibtex: '@inbook{Migenda_Möller_Schenck_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Adaptive Dimensionality Adjustment for Online “Principal Component Analysis”}, DOI={10.1007/978-3-030-33607-3_9}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I}, publisher={Springer International Publishing}, author={Migenda, Nico and Möller, Ralf and Schenck, Wolfram}, editor={Yin, Hujun and Camacho, David and Tino, Peter and Tallón-Ballesteros, Antonio J. and Menezes, Ronaldo and Allmendinger, RichardEditors}, year={2019}, pages={76–84}, collection={Lecture Notes in Computer Science} }' chicago: 'Migenda, Nico, Ralf Möller, and Wolfram Schenck. “Adaptive Dimensionality Adjustment for Online ‘Principal Component Analysis.’” In Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I, edited by Hujun Yin, David Camacho, Peter Tino, Antonio J. Tallón-Ballesteros, Ronaldo Menezes, and Richard Allmendinger, 76–84. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2019. https://doi.org/10.1007/978-3-030-33607-3_9.' ieee: 'N. Migenda, R. Möller, and W. Schenck, “Adaptive Dimensionality Adjustment for Online ‘Principal Component Analysis,’” in Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I, H. Yin, D. Camacho, P. Tino, A. J. Tallón-Ballesteros, R. Menezes, and R. Allmendinger, Eds. Cham: Springer International Publishing, 2019, pp. 76–84.' mla: Migenda, Nico, et al. “Adaptive Dimensionality Adjustment for Online ‘Principal Component Analysis.’” Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I, edited by Hujun Yin et al., Springer International Publishing, 2019, pp. 76–84, doi:10.1007/978-3-030-33607-3_9. short: 'N. Migenda, R. Möller, W. Schenck, in: H. Yin, D. Camacho, P. Tino, A.J. Tallón-Ballesteros, R. Menezes, R. Allmendinger (Eds.), Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I, Springer International Publishing, Cham, 2019, pp. 76–84.' date_created: 2021-06-03T19:35:56Z date_updated: 2023-05-10T13:42:33Z doi: 10.1007/978-3-030-33607-3_9 editor: - first_name: Hujun full_name: Yin, Hujun last_name: Yin - first_name: David full_name: Camacho, David last_name: Camacho - first_name: Peter full_name: Tino, Peter last_name: Tino - first_name: Antonio J. full_name: Tallón-Ballesteros, Antonio J. last_name: Tallón-Ballesteros - first_name: Ronaldo full_name: Menezes, Ronaldo last_name: Menezes - first_name: Richard full_name: Allmendinger, Richard last_name: Allmendinger language: - iso: eng page: 76-84 place: Cham publication: Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I publication_identifier: eisbn: - 978-3-030-33607-3 eissn: - 1611-3349 isbn: - 978-3-030-33606-6 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: Adaptive Dimensionality Adjustment for Online “Principal Component Analysis” type: book_chapter user_id: '249199' year: '2019' ... --- _id: '1740' author: - first_name: Frederik full_name: Bäumer, Frederik id: '241734' last_name: Bäumer orcid: 0000-0002-0826-0144 - first_name: Michaela full_name: Geierhos, Michaela last_name: Geierhos citation: alphadin: 'Bäumer, Frederik ; Geierhos, Michaela: How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges. In: Silberztein, M. ; Atigui, F. ; Kornyshova, E. ; Métais, E. ; Meziane, F. (Hrsg.): Natural Language Processing and Information Systems, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2018, S. 509–513' ama: 'Bäumer F, Geierhos M. How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges. In: Silberztein M, Atigui F, Kornyshova E, Métais E, Meziane F, eds. Natural Language Processing and Information Systems. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2018:509-513. doi:10.1007/978-3-319-91947-8_53' apa: 'Bäumer, F., & Geierhos, M. (2018). How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges. In M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, & F. Meziane (Eds.), Natural Language Processing and Information Systems (pp. 509–513). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-91947-8_53' bibtex: '@inbook{Bäumer_Geierhos_2018, place={Cham}, series={Lecture Notes in Computer Science}, title={How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges}, DOI={10.1007/978-3-319-91947-8_53}, booktitle={Natural Language Processing and Information Systems}, publisher={Springer International Publishing}, author={Bäumer, Frederik and Geierhos, Michaela}, editor={Silberztein, Max and Atigui, Faten and Kornyshova, Elena and Métais, Elisabeth and Meziane, FaridEditors}, year={2018}, pages={509–513}, collection={Lecture Notes in Computer Science} }' chicago: 'Bäumer, Frederik, and Michaela Geierhos. “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges.” In Natural Language Processing and Information Systems, edited by Max Silberztein, Faten Atigui, Elena Kornyshova, Elisabeth Métais, and Farid Meziane, 509–13. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-91947-8_53.' ieee: 'F. Bäumer and M. Geierhos, “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges,” in Natural Language Processing and Information Systems, M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, and F. Meziane, Eds. Cham: Springer International Publishing, 2018, pp. 509–513.' mla: 'Bäumer, Frederik, and Michaela Geierhos. “How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges.” Natural Language Processing and Information Systems, edited by Max Silberztein et al., Springer International Publishing, 2018, pp. 509–13, doi:10.1007/978-3-319-91947-8_53.' short: 'F. Bäumer, M. Geierhos, in: M. Silberztein, F. Atigui, E. Kornyshova, E. Métais, F. Meziane (Eds.), Natural Language Processing and Information Systems, Springer International Publishing, Cham, 2018, pp. 509–513.' date_created: 2022-03-31T07:43:35Z date_updated: 2023-03-28T11:10:48Z doi: 10.1007/978-3-319-91947-8_53 editor: - first_name: Max full_name: Silberztein, Max last_name: Silberztein - first_name: Faten full_name: Atigui, Faten last_name: Atigui - first_name: Elena full_name: Kornyshova, Elena last_name: Kornyshova - first_name: Elisabeth full_name: Métais, Elisabeth last_name: Métais - first_name: Farid full_name: Meziane, Farid last_name: Meziane language: - iso: eng page: 509-513 place: Cham publication: Natural Language Processing and Information Systems publication_identifier: eisbn: - 978-3-319-91947-8 eissn: - 1611-3349 isbn: - 978-3-319-91946-1 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: 'How to Deal with Inaccurate Service Descriptions in On-The-Fly Computing: Open Challenges' type: book_chapter user_id: '241734' year: '2018' ... --- _id: '2372' author: - first_name: Leysan full_name: Nurgalieva, Leysan last_name: Nurgalieva - first_name: Marcos full_name: Baez Gonzalez, Marcos id: '250311' last_name: Baez Gonzalez orcid: 0000-0003-1666-2474 - first_name: Francesca full_name: Fiore, Francesca last_name: Fiore - first_name: Fabio full_name: Casati, Fabio last_name: Casati - first_name: Maurizio full_name: Marchese, Maurizio last_name: Marchese citation: alphadin: 'Nurgalieva, Leysan ; Baez Gonzalez, Marcos ; Fiore, Francesca ; Casati, Fabio ; Marchese, Maurizio: Designing Healthcare Systems with an Emphasis on Relational Quality and Peace of Mind. In: Staab, S. ; Koltsova, O. ; Ignatov, D. I. (Hrsg.): Social Informatics. 10th International Conference, SocInfo 2018, St. Petersburg, Russia, September 25-28, 2018, Proceedings, Part II, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2018, S. 234–242' ama: 'Nurgalieva L, Baez Gonzalez M, Fiore F, Casati F, Marchese M. Designing Healthcare Systems with an Emphasis on Relational Quality and Peace of Mind. In: Staab S, Koltsova O, Ignatov DI, eds. Social Informatics. 10th International Conference, SocInfo 2018, St. Petersburg, Russia, September 25-28, 2018, Proceedings, Part II. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2018:234-242. doi:10.1007/978-3-030-01159-8_22' apa: 'Nurgalieva, L., Baez Gonzalez, M., Fiore, F., Casati, F., & Marchese, M. (2018). Designing Healthcare Systems with an Emphasis on Relational Quality and Peace of Mind. In S. Staab, O. Koltsova, & D. I. Ignatov (Eds.), Social Informatics. 10th International Conference, SocInfo 2018, St. Petersburg, Russia, September 25-28, 2018, Proceedings, Part II (pp. 234–242). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-01159-8_22' bibtex: '@inbook{Nurgalieva_Baez Gonzalez_Fiore_Casati_Marchese_2018, place={Cham}, series={Lecture Notes in Computer Science}, title={Designing Healthcare Systems with an Emphasis on Relational Quality and Peace of Mind}, DOI={10.1007/978-3-030-01159-8_22}, booktitle={Social Informatics. 10th International Conference, SocInfo 2018, St. Petersburg, Russia, September 25-28, 2018, Proceedings, Part II}, publisher={Springer International Publishing}, author={Nurgalieva, Leysan and Baez Gonzalez, Marcos and Fiore, Francesca and Casati, Fabio and Marchese, Maurizio}, editor={Staab, Steffen and Koltsova, Olessia and Ignatov, Dmitry I.Editors}, year={2018}, pages={234–242}, collection={Lecture Notes in Computer Science} }' chicago: 'Nurgalieva, Leysan, Marcos Baez Gonzalez, Francesca Fiore, Fabio Casati, and Maurizio Marchese. “Designing Healthcare Systems with an Emphasis on Relational Quality and Peace of Mind.” In Social Informatics. 10th International Conference, SocInfo 2018, St. Petersburg, Russia, September 25-28, 2018, Proceedings, Part II, edited by Steffen Staab, Olessia Koltsova, and Dmitry I. Ignatov, 234–42. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-030-01159-8_22.' ieee: 'L. Nurgalieva, M. Baez Gonzalez, F. Fiore, F. Casati, and M. Marchese, “Designing Healthcare Systems with an Emphasis on Relational Quality and Peace of Mind,” in Social Informatics. 10th International Conference, SocInfo 2018, St. Petersburg, Russia, September 25-28, 2018, Proceedings, Part II, S. Staab, O. Koltsova, and D. I. Ignatov, Eds. Cham: Springer International Publishing, 2018, pp. 234–242.' mla: Nurgalieva, Leysan, et al. “Designing Healthcare Systems with an Emphasis on Relational Quality and Peace of Mind.” Social Informatics. 10th International Conference, SocInfo 2018, St. Petersburg, Russia, September 25-28, 2018, Proceedings, Part II, edited by Steffen Staab et al., Springer International Publishing, 2018, pp. 234–42, doi:10.1007/978-3-030-01159-8_22. short: 'L. Nurgalieva, M. Baez Gonzalez, F. Fiore, F. Casati, M. Marchese, in: S. Staab, O. Koltsova, D.I. Ignatov (Eds.), Social Informatics. 10th International Conference, SocInfo 2018, St. Petersburg, Russia, September 25-28, 2018, Proceedings, Part II, Springer International Publishing, Cham, 2018, pp. 234–242.' date_created: 2023-02-09T14:29:14Z date_updated: 2023-02-16T11:03:51Z doi: 10.1007/978-3-030-01159-8_22 editor: - first_name: Steffen full_name: Staab, Steffen last_name: Staab - first_name: Olessia full_name: Koltsova, Olessia last_name: Koltsova - first_name: Dmitry I. full_name: Ignatov, Dmitry I. last_name: Ignatov language: - iso: eng page: 234-242 place: Cham publication: Social Informatics. 10th International Conference, SocInfo 2018, St. Petersburg, Russia, September 25-28, 2018, Proceedings, Part II publication_identifier: eisbn: - 978-3-030-01159-8 eissn: - 1611-3349 isbn: - 978-3-030-01158-1 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: Designing Healthcare Systems with an Emphasis on Relational Quality and Peace of Mind type: book_chapter user_id: '245590' year: '2018' ... --- _id: '1209' author: - first_name: Kevin full_name: Grünberg, Kevin last_name: Grünberg - first_name: Wolfram full_name: Schenck, Wolfram id: '224375' last_name: Schenck orcid: 0000-0003-3300-2048 orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-3300-2048/work/94914426 citation: alphadin: 'Grünberg, Kevin ; Schenck, Wolfram: A Case Study on Benchmarking IoT Cloud Services. In: Luo, M. ; Zhang, L.-J. (Hrsg.): Cloud Computing – CLOUD 2018, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2018, S. 398–406' ama: 'Grünberg K, Schenck W. A Case Study on Benchmarking IoT Cloud Services. In: Luo M, Zhang L-J, eds. Cloud Computing – CLOUD 2018. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2018:398-406. doi:10.1007/978-3-319-94295-7_28' apa: 'Grünberg, K., & Schenck, W. (2018). A Case Study on Benchmarking IoT Cloud Services. In M. Luo & L.-J. Zhang (Eds.), Cloud Computing – CLOUD 2018 (pp. 398–406). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-94295-7_28' bibtex: '@inbook{Grünberg_Schenck_2018, place={Cham}, series={Lecture Notes in Computer Science}, title={A Case Study on Benchmarking IoT Cloud Services}, DOI={10.1007/978-3-319-94295-7_28}, booktitle={Cloud Computing – CLOUD 2018}, publisher={Springer International Publishing}, author={Grünberg, Kevin and Schenck, Wolfram}, editor={Luo, Min and Zhang, Liang-JieEditors}, year={2018}, pages={398–406}, collection={Lecture Notes in Computer Science} }' chicago: 'Grünberg, Kevin, and Wolfram Schenck. “A Case Study on Benchmarking IoT Cloud Services.” In Cloud Computing – CLOUD 2018, edited by Min Luo and Liang-Jie Zhang, 398–406. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2018. https://doi.org/10.1007/978-3-319-94295-7_28.' ieee: 'K. Grünberg and W. Schenck, “A Case Study on Benchmarking IoT Cloud Services,” in Cloud Computing – CLOUD 2018, M. Luo and L.-J. Zhang, Eds. Cham: Springer International Publishing, 2018, pp. 398–406.' mla: Grünberg, Kevin, and Wolfram Schenck. “A Case Study on Benchmarking IoT Cloud Services.” Cloud Computing – CLOUD 2018, edited by Min Luo and Liang-Jie Zhang, Springer International Publishing, 2018, pp. 398–406, doi:10.1007/978-3-319-94295-7_28. short: 'K. Grünberg, W. Schenck, in: M. Luo, L.-J. Zhang (Eds.), Cloud Computing – CLOUD 2018, Springer International Publishing, Cham, 2018, pp. 398–406.' date_created: 2021-06-03T19:35:57Z date_updated: 2021-06-03T19:40:20Z doi: 10.1007/978-3-319-94295-7_28 editor: - first_name: Min full_name: Luo, Min last_name: Luo - first_name: Liang-Jie full_name: Zhang, Liang-Jie last_name: Zhang language: - iso: eng page: 398-406 place: Cham publication: Cloud Computing – CLOUD 2018 publication_identifier: eisbn: - 978-3-319-94295-7 eissn: - 1611-3349 isbn: - 978-3-319-94294-0 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: A Case Study on Benchmarking IoT Cloud Services type: book_chapter user_id: '237837' year: '2018' ... --- _id: '2378' author: - first_name: Francisco full_name: Ibarra, Francisco last_name: Ibarra - first_name: Marcos full_name: Baez Gonzalez, Marcos id: '250311' last_name: Baez Gonzalez orcid: 0000-0003-1666-2474 - first_name: Francesca full_name: Fiore, Francesca last_name: Fiore - first_name: Fabio full_name: Casati, Fabio last_name: Casati citation: alphadin: 'Ibarra, Francisco ; Baez Gonzalez, Marcos ; Fiore, Francesca ; Casati, Fabio: Stimulating Conversations in Residential Care Through Technology-Mediated Reminiscence. In: Bernhaupt, R. ; Dalvi, G. ; Joshi, A. ; K. Balkrishan, D. ; O’Neill, J. ; Winckler, M. (Hrsg.): Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2017, S. 62–71' ama: 'Ibarra F, Baez Gonzalez M, Fiore F, Casati F. Stimulating Conversations in Residential Care Through Technology-Mediated Reminiscence. In: Bernhaupt R, Dalvi G, Joshi A, K. Balkrishan D, O’Neill J, Winckler M, eds. Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2017:62-71. doi:10.1007/978-3-319-67687-6_5' apa: 'Ibarra, F., Baez Gonzalez, M., Fiore, F., & Casati, F. (2017). Stimulating Conversations in Residential Care Through Technology-Mediated Reminiscence. In R. Bernhaupt, G. Dalvi, A. Joshi, D. K. Balkrishan, J. O’Neill, & M. Winckler (Eds.), Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III (pp. 62–71). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-67687-6_5' bibtex: '@inbook{Ibarra_Baez Gonzalez_Fiore_Casati_2017, place={Cham}, series={Lecture Notes in Computer Science}, title={Stimulating Conversations in Residential Care Through Technology-Mediated Reminiscence}, DOI={10.1007/978-3-319-67687-6_5}, booktitle={Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III}, publisher={Springer International Publishing}, author={Ibarra, Francisco and Baez Gonzalez, Marcos and Fiore, Francesca and Casati, Fabio}, editor={Bernhaupt, Regina and Dalvi, Girish and Joshi, Anirudha and K. Balkrishan, Devanuj and O’Neill, Jacki and Winckler, MarcoEditors}, year={2017}, pages={62–71}, collection={Lecture Notes in Computer Science} }' chicago: 'Ibarra, Francisco, Marcos Baez Gonzalez, Francesca Fiore, and Fabio Casati. “Stimulating Conversations in Residential Care Through Technology-Mediated Reminiscence.” In Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, edited by Regina Bernhaupt, Girish Dalvi, Anirudha Joshi, Devanuj K. Balkrishan, Jacki O’Neill, and Marco Winckler, 62–71. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2017. https://doi.org/10.1007/978-3-319-67687-6_5.' ieee: 'F. Ibarra, M. Baez Gonzalez, F. Fiore, and F. Casati, “Stimulating Conversations in Residential Care Through Technology-Mediated Reminiscence,” in Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, R. Bernhaupt, G. Dalvi, A. Joshi, D. K. Balkrishan, J. O’Neill, and M. Winckler, Eds. Cham: Springer International Publishing, 2017, pp. 62–71.' mla: Ibarra, Francisco, et al. “Stimulating Conversations in Residential Care Through Technology-Mediated Reminiscence.” Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, edited by Regina Bernhaupt et al., Springer International Publishing, 2017, pp. 62–71, doi:10.1007/978-3-319-67687-6_5. short: 'F. Ibarra, M. Baez Gonzalez, F. Fiore, F. Casati, in: R. Bernhaupt, G. Dalvi, A. Joshi, D. K. Balkrishan, J. O’Neill, M. Winckler (Eds.), Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, Springer International Publishing, Cham, 2017, pp. 62–71.' date_created: 2023-02-09T14:29:21Z date_updated: 2023-02-16T11:01:11Z doi: 10.1007/978-3-319-67687-6_5 editor: - first_name: Regina full_name: Bernhaupt, Regina last_name: Bernhaupt - first_name: Girish full_name: Dalvi, Girish last_name: Dalvi - first_name: Anirudha full_name: Joshi, Anirudha last_name: Joshi - first_name: Devanuj full_name: K. Balkrishan, Devanuj last_name: K. Balkrishan - first_name: Jacki full_name: O'Neill, Jacki last_name: O'Neill - first_name: Marco full_name: Winckler, Marco last_name: Winckler language: - iso: eng page: 62-71 place: Cham publication: Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III publication_identifier: eisbn: - 978-3-319-67687-6 eissn: - 1611-3349 isbn: - 978-3-319-67686-9 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: Stimulating Conversations in Residential Care Through Technology-Mediated Reminiscence type: book_chapter user_id: '245590' year: '2017' ... --- _id: '2380' author: - first_name: Valentina full_name: Caforio, Valentina last_name: Caforio - first_name: Marcos full_name: Baez Gonzalez, Marcos id: '250311' last_name: Baez Gonzalez orcid: 0000-0003-1666-2474 - first_name: Fabio full_name: Casati, Fabio last_name: Casati citation: alphadin: 'Caforio, Valentina ; Baez Gonzalez, Marcos ; Casati, Fabio: Viability of Magazines for Stimulating Social Interactions in Nursing Homes. In: Bernhaupt, R. ; Dalvi, G. ; Joshi, A. ; K. Balkrishan, D. ; O’Neill, J. ; Winckler, M. (Hrsg.): Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2017, S. 72–81' ama: 'Caforio V, Baez Gonzalez M, Casati F. Viability of Magazines for Stimulating Social Interactions in Nursing Homes. In: Bernhaupt R, Dalvi G, Joshi A, K. Balkrishan D, O’Neill J, Winckler M, eds. Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2017:72-81. doi:10.1007/978-3-319-67687-6_6' apa: 'Caforio, V., Baez Gonzalez, M., & Casati, F. (2017). Viability of Magazines for Stimulating Social Interactions in Nursing Homes. In R. Bernhaupt, G. Dalvi, A. Joshi, D. K. Balkrishan, J. O’Neill, & M. Winckler (Eds.), Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III (pp. 72–81). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-67687-6_6' bibtex: '@inbook{Caforio_Baez Gonzalez_Casati_2017, place={Cham}, series={Lecture Notes in Computer Science}, title={Viability of Magazines for Stimulating Social Interactions in Nursing Homes}, DOI={10.1007/978-3-319-67687-6_6}, booktitle={Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III}, publisher={Springer International Publishing}, author={Caforio, Valentina and Baez Gonzalez, Marcos and Casati, Fabio}, editor={Bernhaupt, Regina and Dalvi, Girish and Joshi, Anirudha and K. Balkrishan, Devanuj and O’Neill, Jacki and Winckler, MarcoEditors}, year={2017}, pages={72–81}, collection={Lecture Notes in Computer Science} }' chicago: 'Caforio, Valentina, Marcos Baez Gonzalez, and Fabio Casati. “Viability of Magazines for Stimulating Social Interactions in Nursing Homes.” In Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, edited by Regina Bernhaupt, Girish Dalvi, Anirudha Joshi, Devanuj K. Balkrishan, Jacki O’Neill, and Marco Winckler, 72–81. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2017. https://doi.org/10.1007/978-3-319-67687-6_6.' ieee: 'V. Caforio, M. Baez Gonzalez, and F. Casati, “Viability of Magazines for Stimulating Social Interactions in Nursing Homes,” in Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, R. Bernhaupt, G. Dalvi, A. Joshi, D. K. Balkrishan, J. O’Neill, and M. Winckler, Eds. Cham: Springer International Publishing, 2017, pp. 72–81.' mla: Caforio, Valentina, et al. “Viability of Magazines for Stimulating Social Interactions in Nursing Homes.” Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, edited by Regina Bernhaupt et al., Springer International Publishing, 2017, pp. 72–81, doi:10.1007/978-3-319-67687-6_6. short: 'V. Caforio, M. Baez Gonzalez, F. Casati, in: R. Bernhaupt, G. Dalvi, A. Joshi, D. K. Balkrishan, J. O’Neill, M. Winckler (Eds.), Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III, Springer International Publishing, Cham, 2017, pp. 72–81.' date_created: 2023-02-09T14:29:24Z date_updated: 2023-02-16T11:00:26Z doi: 10.1007/978-3-319-67687-6_6 editor: - first_name: Regina full_name: Bernhaupt, Regina last_name: Bernhaupt - first_name: Girish full_name: Dalvi, Girish last_name: Dalvi - first_name: Anirudha full_name: Joshi, Anirudha last_name: Joshi - first_name: Devanuj full_name: K. Balkrishan, Devanuj last_name: K. Balkrishan - first_name: Jacki full_name: O'Neill, Jacki last_name: O'Neill - first_name: Marco full_name: Winckler, Marco last_name: Winckler language: - iso: eng page: 72-81 place: Cham publication: Human-Computer Interaction – INTERACT 2017. 16th IFIP TC 13 International Conference, Mumbai, India, September 25–29, 2017, Proceedings, Part III publication_identifier: eisbn: - 978-3-319-67687-6 eissn: - 1611-3349 isbn: - 978-3-319-67686-9 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: Viability of Magazines for Stimulating Social Interactions in Nursing Homes type: book_chapter user_id: '245590' year: '2017' ... --- _id: '1264' author: - first_name: Dennis full_name: Sprute, Dennis last_name: Sprute - first_name: Aljoscha full_name: Pörtner, Aljoscha last_name: Pörtner - first_name: Robin full_name: Rasch, Robin id: '221232' last_name: Rasch - first_name: Sven full_name: Battermann, Sven id: '219522' last_name: Battermann orcid: 0000-0001-7203-7396 - first_name: Matthias full_name: König, Matthias id: '213498' last_name: König orcid: 0000-0002-4915-0750 citation: alphadin: 'Sprute, Dennis ; Pörtner, Aljoscha ; Rasch, Robin ; Battermann, Sven ; König, Matthias: Ambient Assisted Robot Object Search. In: Mokhtari, M. ; Abdulrazak, B. ; Aloulou, H. (Hrsg.): Enhanced Quality of Life and Smart Living, Lecture Notes in Computer Science. Cham : Springer International Publishing, 2017, S. 112–123' ama: 'Sprute D, Pörtner A, Rasch R, Battermann S, König M. Ambient Assisted Robot Object Search. In: Mokhtari M, Abdulrazak B, Aloulou H, eds. Enhanced Quality of Life and Smart Living. Lecture Notes in Computer Science. Cham: Springer International Publishing; 2017:112-123. doi:10.1007/978-3-319-66188-9_10' apa: 'Sprute, D., Pörtner, A., Rasch, R., Battermann, S., & König, M. (2017). Ambient Assisted Robot Object Search. In M. Mokhtari, B. Abdulrazak, & H. Aloulou (Eds.), Enhanced Quality of Life and Smart Living (pp. 112–123). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-66188-9_10' bibtex: '@inbook{Sprute_Pörtner_Rasch_Battermann_König_2017, place={Cham}, series={Lecture Notes in Computer Science}, title={Ambient Assisted Robot Object Search}, DOI={10.1007/978-3-319-66188-9_10}, booktitle={Enhanced Quality of Life and Smart Living}, publisher={Springer International Publishing}, author={Sprute, Dennis and Pörtner, Aljoscha and Rasch, Robin and Battermann, Sven and König, Matthias}, editor={Mokhtari, Mounir and Abdulrazak, Bessam and Aloulou, HamdiEditors}, year={2017}, pages={112–123}, collection={Lecture Notes in Computer Science} }' chicago: 'Sprute, Dennis, Aljoscha Pörtner, Robin Rasch, Sven Battermann, and Matthias König. “Ambient Assisted Robot Object Search.” In Enhanced Quality of Life and Smart Living, edited by Mounir Mokhtari, Bessam Abdulrazak, and Hamdi Aloulou, 112–23. Lecture Notes in Computer Science. Cham: Springer International Publishing, 2017. https://doi.org/10.1007/978-3-319-66188-9_10.' ieee: 'D. Sprute, A. Pörtner, R. Rasch, S. Battermann, and M. König, “Ambient Assisted Robot Object Search,” in Enhanced Quality of Life and Smart Living, M. Mokhtari, B. Abdulrazak, and H. Aloulou, Eds. Cham: Springer International Publishing, 2017, pp. 112–123.' mla: Sprute, Dennis, et al. “Ambient Assisted Robot Object Search.” Enhanced Quality of Life and Smart Living, edited by Mounir Mokhtari et al., Springer International Publishing, 2017, pp. 112–23, doi:10.1007/978-3-319-66188-9_10. short: 'D. Sprute, A. Pörtner, R. Rasch, S. Battermann, M. König, in: M. Mokhtari, B. Abdulrazak, H. Aloulou (Eds.), Enhanced Quality of Life and Smart Living, Springer International Publishing, Cham, 2017, pp. 112–123.' date_created: 2021-06-05T14:30:47Z date_updated: 2022-11-03T09:17:01Z department: - _id: '102' doi: 10.1007/978-3-319-66188-9_10 editor: - first_name: Mounir full_name: Mokhtari, Mounir last_name: Mokhtari - first_name: Bessam full_name: Abdulrazak, Bessam last_name: Abdulrazak - first_name: Hamdi full_name: Aloulou, Hamdi last_name: Aloulou language: - iso: eng page: 112-123 place: Cham project: - _id: A7CAA85C-C7DA-11E9-B0AE-1F4CB252D58D name: Seerose - Serviceroboter im Smart-Home publication: Enhanced Quality of Life and Smart Living publication_identifier: eisbn: - 978-3-319-66188-9 eissn: - 1611-3349 isbn: - 978-3-319-66187-2 issn: - 0302-9743 publication_status: published publisher: Springer International Publishing series_title: Lecture Notes in Computer Science status: public title: Ambient Assisted Robot Object Search type: book_chapter user_id: '245590' year: '2017' ...