[{"editor":[{"last_name":"Rojas","full_name":"Rojas, Ignacio","first_name":"Ignacio"},{"last_name":"Joya","first_name":"Gonzalo","full_name":"Joya, Gonzalo"},{"first_name":"Andreu","full_name":"Catala, Andreu","last_name":"Catala"}],"status":"public","_id":"4208","publication_status":"published","title":"Digit Recognition Using Spiking Neural Networks on FPGA","date_created":"2024-01-04T13:07:12Z","page":"406-417","publication_identifier":{"eisbn":["978-3-031-43085-5"],"issn":["0302-9743"],"eissn":["1611-3349"],"isbn":["978-3-031-43084-8"]},"author":[{"last_name":"Koravuna","full_name":"Koravuna, Shamini","first_name":"Shamini"},{"id":"248865","orcid":"0000-0003-4112-802X","first_name":"Sanaullah","full_name":"Sanaullah, Sanaullah","last_name":"Sanaullah"},{"last_name":"Jungeblut","full_name":"Jungeblut, Thorsten","first_name":"Thorsten","id":"242294"},{"last_name":"Rückert","first_name":"Ulrich","full_name":"Rückert, Ulrich"}],"series_title":"Lecture Notes in Computer Science","language":[{"iso":"eng"}],"citation":{"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} }","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.","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","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.","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.","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","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."},"doi":"10.1007/978-3-031-43085-5_32","place":"Cham","year":"2023","type":"conference","publisher":"Springer Nature Switzerland","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","user_id":"231260","date_updated":"2024-02-09T07:57:36Z"},{"publication":"Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18–22, 2023, Proceedings, Part II","user_id":"245590","publisher":"Springer Nature Switzerland","date_updated":"2023-09-26T15:07:56Z","year":"2023","place":"Cham","type":"conference","publication_identifier":{"isbn":["978-3-031-42507-3"],"eissn":["1611-3349"],"issn":["0302-9743"],"eisbn":["978-3-031-42508-0"]},"author":[{"first_name":"Benjamin","full_name":"Stecker, Benjamin","last_name":"Stecker"},{"last_name":"Brandt-Pook","first_name":"Hans","full_name":"Brandt-Pook, Hans","id":"206531","orcid":"0009-0002-6668-2684"}],"page":"91-101","series_title":"Lecture Notes in Computer Science","language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-42508-0_9","citation":{"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.","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","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.","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} }","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.","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","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."},"editor":[{"first_name":"Leszek","full_name":"Rutkowski, Leszek","last_name":"Rutkowski"},{"first_name":"Rafał","full_name":"Scherer, Rafał","last_name":"Scherer"},{"full_name":"Korytkowski, Marcin","first_name":"Marcin","last_name":"Korytkowski"},{"first_name":"Witold","full_name":"Pedrycz, Witold","last_name":"Pedrycz"},{"last_name":"Tadeusiewicz","full_name":"Tadeusiewicz, Ryszard","first_name":"Ryszard"},{"last_name":"Zurada","first_name":"Jacek M.","full_name":"Zurada, Jacek M."}],"status":"public","publication_status":"published","_id":"3622","title":"Application of Object Detection Models for the Detection of Kitchen Furniture - A Comparison","date_created":"2023-09-26T11:10:39Z"},{"type":"conference","year":"2022","place":"Cham","date_updated":"2023-06-23T19:37:35Z","publication":"Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings","user_id":"245590","publisher":"Springer International Publishing","_id":"2232","publication_status":"published","date_created":"2022-12-02T15:44:35Z","title":"Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes","conference":{"end_date":"2022-11-26","name":"23rd International Conference, IDEAL 2022","location":"Manchester, UK","start_date":"2022-11-24"},"status":"public","editor":[{"last_name":"Yin","first_name":"Hujun","full_name":"Yin, Hujun"},{"full_name":"Camacho, David","first_name":"David","last_name":"Camacho"},{"full_name":"Tino, Peter","first_name":"Peter","last_name":"Tino"}],"language":[{"iso":"eng"}],"citation":{"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.","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.","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","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.","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"},"doi":"10.1007/978-3-031-21753-1_37","publication_identifier":{"eissn":["1611-3349"],"isbn":["978-3-031-21752-4"],"eisbn":["978-3-031-21753-1"],"issn":["0302-9743"]},"author":[{"id":"220691","last_name":"Voigt","full_name":"Voigt, Tim","first_name":"Tim"},{"first_name":"Marvin","full_name":"Schöne, Marvin","last_name":"Schöne","id":"218388"},{"id":"226669","first_name":"Martin","full_name":"Kohlhase, Martin","last_name":"Kohlhase"},{"first_name":"Oliver","full_name":"Nelles, Oliver","last_name":"Nelles"},{"last_name":"Kuhn","first_name":"Martin","full_name":"Kuhn, Martin"}],"page":"379-390","series_title":"Lecture Notes in Computer Science"},{"author":[{"last_name":"Vieth","full_name":"Vieth, Markus","first_name":"Markus"},{"full_name":"Grimmelsmann, Nils","first_name":"Nils","last_name":"Grimmelsmann","orcid":"0000-0002-4864-4978","id":"214493"},{"id":"213480","orcid":"0000-0002-6632-3473","first_name":"Axel","full_name":"Schneider, Axel","last_name":"Schneider"},{"last_name":"Hammer","first_name":"Barbara","full_name":"Hammer, Barbara"}],"publication_identifier":{"eissn":["1611-3349"],"isbn":["978-3-031-21752-4"],"eisbn":["978-3-031-21753-1"],"issn":["0302-9743"]},"page":"326-337","series_title":"Lecture Notes in Computer Science","language":[{"iso":"eng"}],"citation":{"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","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.","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.","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","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","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.","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} }","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."},"doi":"10.1007/978-3-031-21753-1_32","project":[{"name":"CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie","_id":"72dfeb62-b436-11ed-9513-f39505d26204"},{"name":"TransCareTech - Transformation in Care & Technology","_id":"edf53067-b368-11ed-bde2-9f34a4102af5"},{"_id":"beb248c8-cd75-11ed-b77c-e432b4711f7b","name":"Institut für Systemdynamik und Mechatronik"}],"conference":{"name":"23rd International Conference on Intelligent Data Engineering and Automated Learning","location":"Manchester"},"abstract":[{"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.","lang":"eng"}],"status":"public","editor":[{"last_name":"Yin","full_name":"Yin, Hujun","first_name":"Hujun"},{"full_name":"Camacho, David","first_name":"David","last_name":"Camacho"},{"last_name":"Tino","first_name":"Peter","full_name":"Tino, Peter"}],"publication_status":"published","_id":"3050","date_created":"2023-05-29T15:26:10Z","title":"Efficient Sensor Selection for Individualized Prediction Based on Biosignals","publication":"Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings","user_id":"245590","publisher":"Springer International Publishing","volume":13756,"date_updated":"2023-06-19T15:26:06Z","main_file_link":[{"open_access":"1","url":"https://doi.org/10.1007/978-3-031-21753-1_32"}],"alternative_id":["3054"],"intvolume":" 13756","year":"2022","place":"Cham","quality_controlled":"1","oa":"1","type":"conference"},{"status":"public","editor":[{"first_name":"Xavier","full_name":"Franch, Xavier","last_name":"Franch"},{"last_name":"Poels","full_name":"Poels, Geert","first_name":"Geert"},{"full_name":"Gailly, Frederik","first_name":"Frederik","last_name":"Gailly"},{"full_name":"Snoeck, Monique","first_name":"Monique","last_name":"Snoeck"}],"conference":{"location":"Leuven, Belgium","name":"Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022","end_date":"2022-06-10","start_date":"2022-06-06"},"abstract":[{"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.","lang":"eng"}],"title":"Systematic Literature Review Search Query Refinement Pipeline: Incremental Enrichment and Adaptation","date_created":"2023-03-08T15:00:46Z","_id":"2483","publication_status":"published","series_title":"Lecture Notes in Computer Science","page":"129-146","publication_identifier":{"isbn":["978-3-031-07471-4"],"eissn":["1611-3349"],"issn":["0302-9743"],"eisbn":["978-3-031-07472-1"]},"author":[{"first_name":"Maisie","full_name":"Badami, Maisie","last_name":"Badami"},{"last_name":"Benatallah","full_name":"Benatallah, Boualem","first_name":"Boualem"},{"orcid":"0000-0003-1666-2474","id":"250311","full_name":"Baez Gonzalez, Marcos","first_name":"Marcos","last_name":"Baez Gonzalez"}],"doi":"10.1007/978-3-031-07472-1_8","citation":{"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","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.","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","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.","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.","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","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.","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} }"},"language":[{"iso":"eng"}],"place":"Cham","year":"2022","type":"book_chapter","quality_controlled":"1","publisher":"Springer International Publishing","user_id":"216459","publication":"Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings","date_updated":"2023-06-17T10:40:46Z"},{"quality_controlled":"1","type":"book_chapter","year":"2022","place":"Cham","date_updated":"2023-06-17T10:36:19Z","user_id":"216459","publication":"Web Engineering. 22nd International Conference, ICWE 2022, Bari, Italy, July 5–8, 2022, Proceedings","publisher":"Springer International Publishing","publication_status":"published","_id":"2481","title":"Supporting Natural Language Interaction with the Web","date_created":"2023-03-08T14:57:51Z","conference":{"start_date":"2022-07-05","name":"Web Engineering. 22nd International Conference, ICWE 2022","location":"Bari, Italy","end_date":"2022-07-08"},"status":"public","editor":[{"full_name":"Di Noia, Tommaso","first_name":"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"},{"last_name":"Ardito","full_name":"Ardito, Carmelo","first_name":"Carmelo"}],"language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-09917-5_26","citation":{"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.","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.","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","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.","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","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."},"author":[{"id":"250311","orcid":"0000-0003-1666-2474","first_name":"Marcos","full_name":"Baez Gonzalez, Marcos","last_name":"Baez Gonzalez"},{"first_name":"Cinzia","full_name":"Cappiello, Cinzia","last_name":"Cappiello"},{"last_name":"Cutrupi","first_name":"Claudia M.","full_name":"Cutrupi, Claudia M."},{"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"},{"last_name":"Pasquale","full_name":"Pasquale, Antonella","first_name":"Antonella"}],"publication_identifier":{"isbn":["978-3-031-09916-8"],"eissn":["1611-3349"],"issn":["0302-9743"],"eisbn":["978-3-031-09917-5"]},"page":"383-390","series_title":"Lecture Notes in Computer Science"},{"_id":"2480","publication_status":"published","date_created":"2023-03-08T14:56:40Z","title":"Context Knowledge-Aware Recognition of Composite Intents in Task-Oriented Human-Bot Conversations","conference":{"end_date":"2022-06-10","location":"Leuven, Belgium","name":"Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022","start_date":"2022-06-06"},"editor":[{"last_name":"Franch","first_name":"Xavier","full_name":"Franch, Xavier"},{"full_name":"Poels, Geert","first_name":"Geert","last_name":"Poels"},{"full_name":"Gailly, Frederik","first_name":"Frederik","last_name":"Gailly"},{"last_name":"Snoeck","full_name":"Snoeck, Monique","first_name":"Monique"}],"status":"public","language":[{"iso":"eng"}],"citation":{"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","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.","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","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.","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.","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"},"doi":"10.1007/978-3-031-07472-1_14","publication_identifier":{"eissn":["1611-3349"],"isbn":["978-3-031-07471-4"],"eisbn":["978-3-031-07472-1"],"issn":["0302-9743"]},"author":[{"last_name":"Bouguelia","full_name":"Bouguelia, Sara","first_name":"Sara"},{"first_name":"Hayet","full_name":"Brabra, Hayet","last_name":"Brabra"},{"full_name":"Benatallah, Boualem","first_name":"Boualem","last_name":"Benatallah"},{"last_name":"Baez Gonzalez","full_name":"Baez Gonzalez, Marcos","first_name":"Marcos","orcid":"0000-0003-1666-2474","id":"250311"},{"last_name":"Zamanirad","first_name":"Shayan","full_name":"Zamanirad, Shayan"},{"last_name":"Kheddouci","first_name":"Hamamache","full_name":"Kheddouci, Hamamache"}],"page":"237-252","series_title":"Lecture Notes in Computer Science","quality_controlled":"1","type":"book_chapter","year":"2022","place":"Cham","date_updated":"2023-06-17T10:34:24Z","user_id":"216459","publication":"Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings","publisher":"Springer International Publishing"},{"date_updated":"2023-06-17T10:33:02Z","user_id":"216459","publication":"Advanced Information Systems Engineering. 34th International Conference, CAiSE 2022, Leuven, Belgium, June 6–10, 2022, Proceedings","publisher":"Springer International Publishing","quality_controlled":"1","type":"book_chapter","year":"2022","place":"Cham","language":[{"iso":"eng"}],"doi":"10.1007/978-3-031-07472-1_15","citation":{"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","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.","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","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.","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.","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.","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"},"publication_identifier":{"eisbn":["978-3-031-07472-1"],"issn":["0302-9743"],"eissn":["1611-3349"],"isbn":["978-3-031-07471-4"]},"author":[{"full_name":"Ramírez, Jorge","first_name":"Jorge","last_name":"Ramírez"},{"last_name":"Baez Gonzalez","first_name":"Marcos","full_name":"Baez Gonzalez, Marcos","id":"250311","orcid":"0000-0003-1666-2474"},{"first_name":"Auday","full_name":"Berro, Auday","last_name":"Berro"},{"last_name":"Benatallah","full_name":"Benatallah, Boualem","first_name":"Boualem"},{"first_name":"Fabio","full_name":"Casati, Fabio","last_name":"Casati"}],"page":"253-269","series_title":"Lecture Notes in Computer Science","_id":"2479","publication_status":"published","date_created":"2023-03-08T14:54:51Z","title":"Crowdsourcing Syntactically Diverse Paraphrases with Diversity-Aware Prompts and Workflows","conference":{"start_date":"2022-06-06","location":"Leuven, Belgium","name":"34th International Conference, CAiSE 2022","end_date":"2022-06-10"},"status":"public","editor":[{"last_name":"Franch","first_name":"Xavier","full_name":"Franch, Xavier"},{"first_name":"Geert","full_name":"Poels, Geert","last_name":"Poels"},{"last_name":"Gailly","first_name":"Frederik","full_name":"Gailly, Frederik"},{"last_name":"Snoeck","first_name":"Monique","full_name":"Snoeck, Monique"}]},{"type":"book_chapter","quality_controlled":"1","year":"2022","place":"Cham","date_updated":"2023-06-17T10:04:17Z","publication":"Service-Oriented Computing. 20th International Conference, ICSOC 2022, Seville, Spain, November 29 – December 2, 2022, Proceedings","user_id":"216459","publisher":"Springer Nature Switzerland","title":"Process-Oriented Intents: A Cornerstone for Superimposition of Natural Language Conversations over Composite Services","date_created":"2023-02-09T14:31:08Z","publication_status":"published","_id":"2401","conference":{"name":"Service-Oriented Computing: 20th International Conference, ICSOC 2022","location":"Seville, Spain","end_date":"2022-12-02","start_date":"2022-11-29"},"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."}],"editor":[{"first_name":"Javier","full_name":"Troya, Javier","last_name":"Troya"},{"last_name":"Medjahed","full_name":"Medjahed, Brahim","first_name":"Brahim"},{"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"},{"last_name":"Ruiz-Cortés","full_name":"Ruiz-Cortés, Antonio","first_name":"Antonio"}],"status":"public","citation":{"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.","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","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.","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} }","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.","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","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."},"doi":"10.1007/978-3-031-20984-0_41","language":[{"iso":"eng"}],"series_title":"Lecture Notes in Computer Science","publication_identifier":{"eisbn":["978-3-031-20984-0"],"issn":["0302-9743"],"eissn":["1611-3349"],"isbn":["978-3-031-20983-3"]},"author":[{"last_name":"Bouguelia","full_name":"Bouguelia, Sara","first_name":"Sara"},{"last_name":"Berro","full_name":"Berro, Auday","first_name":"Auday"},{"first_name":"Boualem","full_name":"Benatallah, Boualem","last_name":"Benatallah"},{"orcid":"0000-0003-1666-2474","id":"250311","last_name":"Baez Gonzalez","full_name":"Baez Gonzalez, Marcos","first_name":"Marcos"},{"first_name":"Hayet","full_name":"Brabra, Hayet","last_name":"Brabra"},{"last_name":"Zamanirad","first_name":"Shayan","full_name":"Zamanirad, Shayan"},{"last_name":"Kheddouci","first_name":"Hamamache","full_name":"Kheddouci, Hamamache"}],"page":"575-583"},{"status":"public","editor":[{"last_name":"Farkaš","full_name":"Farkaš, Igor","first_name":"Igor"},{"last_name":"Masulli","first_name":"Paolo","full_name":"Masulli, Paolo"},{"last_name":"Wermter","first_name":"Stefan","full_name":"Wermter, Stefan"}],"publication_status":"published","_id":"2668","date_created":"2023-03-24T10:24:42Z","title":"Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware","publication_identifier":{"issn":["0302-9743"],"eisbn":["978-3-030-61616-8"],"isbn":["978-3-030-61615-1"],"eissn":["1611-3349"]},"author":[{"orcid":"0000-0003-1551-3848","id":"250133","full_name":"Ostrau, Christoph","first_name":"Christoph","last_name":"Ostrau"},{"last_name":"Homburg","full_name":"Homburg, Jonas","first_name":"Jonas"},{"last_name":"Klarhorst","first_name":"Christian","full_name":"Klarhorst, Christian"},{"first_name":"Michael","full_name":"Thies, Michael","last_name":"Thies"},{"first_name":"Ulrich","full_name":"Rückert, Ulrich","last_name":"Rückert"}],"page":"610-621","series_title":"Lecture Notes in Computer Science","language":[{"iso":"eng"}],"citation":{"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","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.","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","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.","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.","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","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.","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} }"},"doi":"10.1007/978-3-030-61616-8_49","year":"2020","place":"Cham","quality_controlled":"1","type":"conference","extern":"1","user_id":"216459","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","publisher":"Springer International Publishing","date_updated":"2023-03-24T11:59:47Z"}]