[{"publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","date_updated":"2022-01-06T06:58:02Z","author":[{"first_name":"Meinolf","full_name":"Lukei, Meinolf","last_name":"Lukei"}],"date_created":"2021-12-07T13:38:32Z","volume":395,"title":"Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel","publication_status":"published","publication_identifier":{"isbn":["978-3-947647-14-9"]},"year":"2020","citation":{"apa":"Lukei, M. (2020). <i>Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel</i> (Vol. 395). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn.","bibtex":"@book{Lukei_2020, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel}, volume={395}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Lukei, Meinolf}, year={2020}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }","short":"M. Lukei, Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.","mla":"Lukei, Meinolf. <i>Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.","ieee":"M. Lukei, <i>Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel</i>, vol. 395. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.","chicago":"Lukei, Meinolf. <i>Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel</i>. Vol. 395. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.","ama":"Lukei M. <i>Systematik zur integrativen Entwicklung von mechatronischen Produkten und deren Prüfmittel</i>. Vol 395. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2020."},"intvolume":"       395","_id":"28369","user_id":"60046","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","department":[{"_id":"26"}],"language":[{"iso":"ger"}],"type":"dissertation","status":"public"},{"status":"public","type":"conference","publication":"Discovery Science","language":[{"iso":"eng"}],"user_id":"5786","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"10","name":"SFB 901 - Subproject B2"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"17407","citation":{"apa":"Tornede, A., Wever, M. D., &#38; Hüllermeier, E. (2020). Extreme Algorithm Selection with Dyadic Feature Representation. <i>Discovery Science</i>. Discovery Science 2020.","short":"A. Tornede, M.D. Wever, E. Hüllermeier, in: Discovery Science, 2020.","mla":"Tornede, Alexander, et al. “Extreme Algorithm Selection with Dyadic Feature Representation.” <i>Discovery Science</i>, 2020.","bibtex":"@inproceedings{Tornede_Wever_Hüllermeier_2020, title={Extreme Algorithm Selection with Dyadic Feature Representation}, booktitle={Discovery Science}, author={Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020} }","ama":"Tornede A, Wever MD, Hüllermeier E. Extreme Algorithm Selection with Dyadic Feature Representation. In: <i>Discovery Science</i>. ; 2020.","chicago":"Tornede, Alexander, Marcel Dominik Wever, and Eyke Hüllermeier. “Extreme Algorithm Selection with Dyadic Feature Representation.” In <i>Discovery Science</i>, 2020.","ieee":"A. Tornede, M. D. Wever, and E. Hüllermeier, “Extreme Algorithm Selection with Dyadic Feature Representation,” presented at the Discovery Science 2020, 2020."},"year":"2020","conference":{"name":"Discovery Science 2020"},"title":"Extreme Algorithm Selection with Dyadic Feature Representation","date_created":"2020-07-21T10:06:51Z","author":[{"last_name":"Tornede","full_name":"Tornede, Alexander","id":"38209","first_name":"Alexander"},{"id":"33176","full_name":"Wever, Marcel Dominik","last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818","first_name":"Marcel Dominik"},{"last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"date_updated":"2022-01-06T06:53:10Z"},{"conference":{"name":"43rd German Conference on Artificial Intelligence"},"title":"Hybrid Ranking and Regression for Algorithm Selection","date_created":"2020-07-21T10:21:09Z","author":[{"first_name":"Jonas Manuel","orcid":"0000-0002-1231-4985","last_name":"Hanselle","full_name":"Hanselle, Jonas Manuel","id":"43980"},{"first_name":"Alexander","full_name":"Tornede, Alexander","id":"38209","last_name":"Tornede"},{"first_name":"Marcel Dominik","full_name":"Wever, Marcel Dominik","id":"33176","orcid":" https://orcid.org/0000-0001-9782-6818","last_name":"Wever"},{"first_name":"Eyke","last_name":"Hüllermeier","id":"48129","full_name":"Hüllermeier, Eyke"}],"date_updated":"2022-01-06T06:53:10Z","citation":{"apa":"Hanselle, J. M., Tornede, A., Wever, M. D., &#38; Hüllermeier, E. (2020). Hybrid Ranking and Regression for Algorithm Selection. <i>KI 2020: Advances in Artificial Intelligence</i>. 43rd German Conference on Artificial Intelligence.","mla":"Hanselle, Jonas Manuel, et al. “Hybrid Ranking and Regression for Algorithm Selection.” <i>KI 2020: Advances in Artificial Intelligence</i>, 2020.","short":"J.M. Hanselle, A. Tornede, M.D. Wever, E. Hüllermeier, in: KI 2020: Advances in Artificial Intelligence, 2020.","bibtex":"@inproceedings{Hanselle_Tornede_Wever_Hüllermeier_2020, title={Hybrid Ranking and Regression for Algorithm Selection}, booktitle={KI 2020: Advances in Artificial Intelligence}, author={Hanselle, Jonas Manuel and Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020} }","ieee":"J. M. Hanselle, A. Tornede, M. D. Wever, and E. Hüllermeier, “Hybrid Ranking and Regression for Algorithm Selection,” presented at the 43rd German Conference on Artificial Intelligence, 2020.","chicago":"Hanselle, Jonas Manuel, Alexander Tornede, Marcel Dominik Wever, and Eyke Hüllermeier. “Hybrid Ranking and Regression for Algorithm Selection.” In <i>KI 2020: Advances in Artificial Intelligence</i>, 2020.","ama":"Hanselle JM, Tornede A, Wever MD, Hüllermeier E. Hybrid Ranking and Regression for Algorithm Selection. In: <i>KI 2020: Advances in Artificial Intelligence</i>. ; 2020."},"year":"2020","language":[{"iso":"eng"}],"department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"user_id":"5786","_id":"17408","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"_id":"10","name":"SFB 901 - Subproject B2"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"status":"public","publication":"KI 2020: Advances in Artificial Intelligence","type":"conference"},{"year":"2020","citation":{"ieee":"T. Tornede, A. Tornede, M. D. Wever, F. Mohr, and E. Hüllermeier, “AutoML for Predictive Maintenance: One Tool to RUL Them All,” presented at the IOTStream Workshop @ ECMLPKDD 2020, 2020, doi: <a href=\"https://doi.org/10.1007/978-3-030-66770-2_8\">10.1007/978-3-030-66770-2_8</a>.","chicago":"Tornede, Tanja, Alexander Tornede, Marcel Dominik Wever, Felix Mohr, and Eyke Hüllermeier. “AutoML for Predictive Maintenance: One Tool to RUL Them All.” In <i>Proceedings of the ECMLPKDD 2020</i>, 2020. <a href=\"https://doi.org/10.1007/978-3-030-66770-2_8\">https://doi.org/10.1007/978-3-030-66770-2_8</a>.","ama":"Tornede T, Tornede A, Wever MD, Mohr F, Hüllermeier E. AutoML for Predictive Maintenance: One Tool to RUL Them All. In: <i>Proceedings of the ECMLPKDD 2020</i>. ; 2020. doi:<a href=\"https://doi.org/10.1007/978-3-030-66770-2_8\">10.1007/978-3-030-66770-2_8</a>","bibtex":"@inproceedings{Tornede_Tornede_Wever_Mohr_Hüllermeier_2020, title={AutoML for Predictive Maintenance: One Tool to RUL Them All}, DOI={<a href=\"https://doi.org/10.1007/978-3-030-66770-2_8\">10.1007/978-3-030-66770-2_8</a>}, booktitle={Proceedings of the ECMLPKDD 2020}, author={Tornede, Tanja and Tornede, Alexander and Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2020} }","mla":"Tornede, Tanja, et al. “AutoML for Predictive Maintenance: One Tool to RUL Them All.” <i>Proceedings of the ECMLPKDD 2020</i>, 2020, doi:<a href=\"https://doi.org/10.1007/978-3-030-66770-2_8\">10.1007/978-3-030-66770-2_8</a>.","short":"T. Tornede, A. Tornede, M.D. Wever, F. Mohr, E. Hüllermeier, in: Proceedings of the ECMLPKDD 2020, 2020.","apa":"Tornede, T., Tornede, A., Wever, M. D., Mohr, F., &#38; Hüllermeier, E. (2020). AutoML for Predictive Maintenance: One Tool to RUL Them All. <i>Proceedings of the ECMLPKDD 2020</i>. IOTStream Workshop @ ECMLPKDD 2020. <a href=\"https://doi.org/10.1007/978-3-030-66770-2_8\">https://doi.org/10.1007/978-3-030-66770-2_8</a>"},"date_updated":"2022-01-06T06:53:11Z","date_created":"2020-07-28T09:17:41Z","author":[{"last_name":"Tornede","id":"40795","full_name":"Tornede, Tanja","first_name":"Tanja"},{"first_name":"Alexander","id":"38209","full_name":"Tornede, Alexander","last_name":"Tornede"},{"first_name":"Marcel Dominik","last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818","full_name":"Wever, Marcel Dominik","id":"33176"},{"full_name":"Mohr, Felix","last_name":"Mohr","first_name":"Felix"},{"first_name":"Eyke","last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","id":"48129"}],"title":"AutoML for Predictive Maintenance: One Tool to RUL Them All","conference":{"name":"IOTStream Workshop @ ECMLPKDD 2020"},"doi":"10.1007/978-3-030-66770-2_8","publication":"Proceedings of the ECMLPKDD 2020","type":"conference","status":"public","_id":"17424","project":[{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"10","name":"SFB 901 - Subproject B2"},{"name":"SFB 901","_id":"1"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"user_id":"5786","language":[{"iso":"eng"}]},{"publication_status":"submitted","citation":{"mla":"Heid, Stefan Helmut, et al. “Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction.” <i>Journal of Data Mining and Digital Humanities</i>, episciences.","bibtex":"@article{Heid_Wever_Hüllermeier, title={Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction}, journal={Journal of Data Mining and Digital Humanities}, publisher={episciences}, author={Heid, Stefan Helmut and Wever, Marcel Dominik and Hüllermeier, Eyke} }","short":"S.H. Heid, M.D. Wever, E. Hüllermeier, Journal of Data Mining and Digital Humanities (n.d.).","apa":"Heid, S. H., Wever, M. D., &#38; Hüllermeier, E. (n.d.). Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction. In <i>Journal of Data Mining and Digital Humanities</i>. episciences.","ama":"Heid SH, Wever MD, Hüllermeier E. Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction. <i>Journal of Data Mining and Digital Humanities</i>.","chicago":"Heid, Stefan Helmut, Marcel Dominik Wever, and Eyke Hüllermeier. “Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction.” <i>Journal of Data Mining and Digital Humanities</i>. episciences, n.d.","ieee":"S. H. Heid, M. D. Wever, and E. Hüllermeier, “Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction,” <i>Journal of Data Mining and Digital Humanities</i>. episciences."},"year":"2020","author":[{"orcid":"0000-0002-9461-7372","last_name":"Heid","id":"39640","full_name":"Heid, Stefan Helmut","first_name":"Stefan Helmut"},{"id":"33176","full_name":"Wever, Marcel Dominik","last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818","first_name":"Marcel Dominik"},{"id":"48129","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier","first_name":"Eyke"}],"date_created":"2020-08-05T06:52:53Z","publisher":"episciences","date_updated":"2022-01-06T06:53:15Z","oa":"1","main_file_link":[{"url":"https://arxiv.org/abs/2008.01377","open_access":"1"}],"title":"Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction","publication":"Journal of Data Mining and Digital Humanities","type":"preprint","status":"public","abstract":[{"text":"Syntactic annotation of corpora in the form of part-of-speech (POS) tags is a key requirement for both linguistic research and subsequent automated natural language processing (NLP) tasks. This problem is commonly tackled using machine learning methods, i.e., by training a POS tagger on a sufficiently large corpus of labeled data. \r\nWhile the problem of POS tagging can essentially be considered as solved for modern languages, historical corpora turn out to be much more difficult, especially due to the lack of native speakers and sparsity of training data. Moreover, most texts have no sentences as we know them today, nor a common orthography.\r\nThese irregularities render the task of automated POS tagging more difficult and error-prone. Under these circumstances, instead  of forcing the POS tagger to predict and commit to a single tag, it should be enabled to express its uncertainty. In this paper, we consider POS tagging within the framework of set-valued prediction, which allows the POS tagger to express its uncertainty via predicting a set of candidate POS tags instead of guessing a single one. The goal is to guarantee a high confidence that the correct POS tag is included while keeping the number of candidates small.\r\nIn our experimental study, we find that extending state-of-the-art POS taggers to set-valued prediction yields more precise and robust taggings, especially for unknown words, i.e., words not occurring in the training data.","lang":"eng"}],"department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"user_id":"5786","_id":"17605","project":[{"name":"InterGramm","_id":"39"}],"language":[{"iso":"eng"}]},{"year":"2020","citation":{"short":"A. Tornede, M.D. Wever, E. Hüllermeier, in: Workshop MetaLearn 2020 @ NeurIPS 2020, 2020.","bibtex":"@inproceedings{Tornede_Wever_Hüllermeier_2020, title={Towards Meta-Algorithm Selection}, booktitle={Workshop MetaLearn 2020 @ NeurIPS 2020}, author={Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2020} }","mla":"Tornede, Alexander, et al. “Towards Meta-Algorithm Selection.” <i>Workshop MetaLearn 2020 @ NeurIPS 2020</i>, 2020.","apa":"Tornede, A., Wever, M. D., &#38; Hüllermeier, E. (2020). Towards Meta-Algorithm Selection. <i>Workshop MetaLearn 2020 @ NeurIPS 2020</i>. Workshop MetaLearn 2020 @ NeurIPS 2020, Online.","chicago":"Tornede, Alexander, Marcel Dominik Wever, and Eyke Hüllermeier. “Towards Meta-Algorithm Selection.” In <i>Workshop MetaLearn 2020 @ NeurIPS 2020</i>, 2020.","ieee":"A. Tornede, M. D. Wever, and E. Hüllermeier, “Towards Meta-Algorithm Selection,” presented at the Workshop MetaLearn 2020 @ NeurIPS 2020, Online, 2020.","ama":"Tornede A, Wever MD, Hüllermeier E. Towards Meta-Algorithm Selection. In: <i>Workshop MetaLearn 2020 @ NeurIPS 2020</i>. ; 2020."},"date_updated":"2022-01-06T06:54:26Z","date_created":"2020-11-06T09:42:27Z","author":[{"id":"38209","full_name":"Tornede, Alexander","last_name":"Tornede","first_name":"Alexander"},{"orcid":" https://orcid.org/0000-0001-9782-6818","last_name":"Wever","id":"33176","full_name":"Wever, Marcel Dominik","first_name":"Marcel Dominik"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","id":"48129","first_name":"Eyke"}],"title":"Towards Meta-Algorithm Selection","conference":{"name":"Workshop MetaLearn 2020 @ NeurIPS 2020","location":"Online"},"type":"conference","publication":"Workshop MetaLearn 2020 @ NeurIPS 2020","status":"public","project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"_id":"20306","user_id":"5786","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"language":[{"iso":"eng"}]},{"abstract":[{"text":"Algorithm selection (AS) deals with the automatic selection of an algorithm\r\nfrom a fixed set of candidate algorithms most suitable for a specific instance\r\nof an algorithmic problem class, where \"suitability\" often refers to an\r\nalgorithm's runtime. Due to possibly extremely long runtimes of candidate\r\nalgorithms, training data for algorithm selection models is usually generated\r\nunder time constraints in the sense that not all algorithms are run to\r\ncompletion on all instances. Thus, training data usually comprises censored\r\ninformation, as the true runtime of algorithms timed out remains unknown.\r\nHowever, many standard AS approaches are not able to handle such information in\r\na proper way. On the other side, survival analysis (SA) naturally supports\r\ncensored data and offers appropriate ways to use such data for learning\r\ndistributional models of algorithm runtime, as we demonstrate in this work. We\r\nleverage such models as a basis of a sophisticated decision-theoretic approach\r\nto algorithm selection, which we dub Run2Survive. Moreover, taking advantage of\r\na framework of this kind, we advocate a risk-averse approach to algorithm\r\nselection, in which the avoidance of a timeout is given high priority. In an\r\nextensive experimental study with the standard benchmark ASlib, our approach is\r\nshown to be highly competitive and in many cases even superior to\r\nstate-of-the-art AS approaches.","lang":"eng"}],"status":"public","type":"conference","publication":"ACML 2020","language":[{"iso":"eng"}],"project":[{"name":"SFB 901","_id":"1"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"_id":"18276","user_id":"5786","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"year":"2020","citation":{"apa":"Tornede, A., Wever, M. D., Werner, S., Mohr, F., &#38; Hüllermeier, E. (2020). Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis. <i>ACML 2020</i>. 12th Asian Conference on Machine Learning, Bangkok, Thailand.","short":"A. Tornede, M.D. Wever, S. Werner, F. Mohr, E. Hüllermeier, in: ACML 2020, 2020.","bibtex":"@inproceedings{Tornede_Wever_Werner_Mohr_Hüllermeier_2020, title={Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis}, booktitle={ACML 2020}, author={Tornede, Alexander and Wever, Marcel Dominik and Werner, Stefan and Mohr, Felix and Hüllermeier, Eyke}, year={2020} }","mla":"Tornede, Alexander, et al. “Run2Survive: A Decision-Theoretic Approach to Algorithm Selection Based on Survival Analysis.” <i>ACML 2020</i>, 2020.","ieee":"A. Tornede, M. D. Wever, S. Werner, F. Mohr, and E. Hüllermeier, “Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis,” presented at the 12th Asian Conference on Machine Learning, Bangkok, Thailand, 2020.","chicago":"Tornede, Alexander, Marcel Dominik Wever, Stefan Werner, Felix Mohr, and Eyke Hüllermeier. “Run2Survive: A Decision-Theoretic Approach to Algorithm Selection Based on Survival Analysis.” In <i>ACML 2020</i>, 2020.","ama":"Tornede A, Wever MD, Werner S, Mohr F, Hüllermeier E. Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis. In: <i>ACML 2020</i>. ; 2020."},"title":"Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis","main_file_link":[{"url":"https://arxiv.org/pdf/2007.02816.pdf"}],"conference":{"start_date":"2020-11-18","name":"12th Asian Conference on Machine Learning","location":"Bangkok, Thailand","end_date":"2020-11-20"},"date_updated":"2022-01-06T06:53:28Z","author":[{"last_name":"Tornede","full_name":"Tornede, Alexander","id":"38209","first_name":"Alexander"},{"id":"33176","full_name":"Wever, Marcel Dominik","last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818","first_name":"Marcel Dominik"},{"first_name":"Stefan","full_name":"Werner, Stefan","last_name":"Werner"},{"first_name":"Felix","full_name":"Mohr, Felix","last_name":"Mohr"},{"first_name":"Eyke","id":"48129","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier"}],"date_created":"2020-08-25T12:09:28Z"},{"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"name":"Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"_id":"15629","user_id":"5786","department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"language":[{"iso":"eng"}],"type":"conference","abstract":[{"text":"In multi-label classification (MLC), each instance is associated with a set of class labels, in contrast to standard classification where an instance is assigned a single label. Binary relevance (BR) learning, which reduces a multi-label to a set of binary classification problems, one per label, is arguably the most straight-forward approach to MLC. In spite of its simplicity, BR proved to be competitive to more sophisticated MLC methods, and still achieves state-of-the-art performance for many loss functions. Somewhat surprisingly, the optimal choice of the base learner for tackling the binary classification problems has received very little attention so far. Taking advantage of the label independence assumption inherent to BR, we propose a label-wise base learner selection method optimizing label-wise macro averaged performance measures. In an extensive experimental evaluation, we find that or approach, called LiBRe, can significantly improve generalization performance.","lang":"eng"}],"status":"public","publisher":"Springer","date_updated":"2022-01-06T06:52:30Z","author":[{"first_name":"Marcel Dominik","full_name":"Wever, Marcel Dominik","id":"33176","orcid":" https://orcid.org/0000-0001-9782-6818","last_name":"Wever"},{"first_name":"Alexander","full_name":"Tornede, Alexander","id":"38209","last_name":"Tornede"},{"first_name":"Felix","full_name":"Mohr, Felix","last_name":"Mohr"},{"first_name":"Eyke","full_name":"Hüllermeier, Eyke","id":"48129","last_name":"Hüllermeier"}],"date_created":"2020-01-23T08:44:08Z","title":"LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification","conference":{"start_date":"2020-04-24","name":"Symposium on Intelligent Data Analysis","location":"Konstanz, Germany","end_date":"2020-04-27"},"publication_status":"accepted","year":"2020","citation":{"ieee":"M. D. Wever, A. Tornede, F. Mohr, and E. Hüllermeier, “LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification,” presented at the Symposium on Intelligent Data Analysis, Konstanz, Germany.","chicago":"Wever, Marcel Dominik, Alexander Tornede, Felix Mohr, and Eyke Hüllermeier. “LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification.” Springer, n.d.","ama":"Wever MD, Tornede A, Mohr F, Hüllermeier E. LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification. In: Springer.","apa":"Wever, M. D., Tornede, A., Mohr, F., &#38; Hüllermeier, E. (n.d.). <i>LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification</i>. Symposium on Intelligent Data Analysis, Konstanz, Germany.","short":"M.D. Wever, A. Tornede, F. Mohr, E. Hüllermeier, in: Springer, n.d.","bibtex":"@inproceedings{Wever_Tornede_Mohr_Hüllermeier, title={LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification}, publisher={Springer}, author={Wever, Marcel Dominik and Tornede, Alexander and Mohr, Felix and Hüllermeier, Eyke} }","mla":"Wever, Marcel Dominik, et al. <i>LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification</i>. Springer."}},{"language":[{"iso":"eng"}],"department":[{"_id":"34"},{"_id":"355"},{"_id":"26"},{"_id":"63"},{"_id":"238"}],"user_id":"15415","_id":"15025","project":[{"_id":"1","name":"SFB 901"},{"_id":"3","name":"SFB 901 - Project Area B"},{"name":"SFB 901 - Subproject B1","_id":"9"},{"name":"SFB 901 - Subproject B2","_id":"10"},{"_id":"52","name":"Computing Resources Provided by the Paderborn Center for Parallel Computing"}],"status":"public","abstract":[{"lang":"eng","text":"In software engineering, the imprecise requirements of a user are transformed to a formal requirements specification during the requirements elicitation process. This process is usually guided by requirements engineers interviewing the user. We want to partially automate this first step of the software engineering process in order to enable users to specify a desired software system on their own. With our approach, users are only asked to provide exemplary behavioral descriptions. The problem of synthesizing a requirements specification from examples can partially be reduced to the problem of grammatical inference, to which we apply an active coevolutionary learning approach. However, this approach would usually require many feedback queries to be sent to the user. In this work, we extend and generalize our active learning approach to receive knowledge from multiple oracles, also known as proactive learning. The ‘user oracle’ represents input received from the user and the ‘knowledge oracle’ represents available, formalized domain knowledge. We call our two-oracle approach the ‘first apply knowledge then query’ (FAKT/Q) algorithm. We compare FAKT/Q to the active learning approach and provide an extensive benchmark evaluation. As result we find that the number of required user queries is reduced and the inference process is sped up significantly. Finally, with so-called On-The-Fly Markets, we present a motivation and an application of our approach where such knowledge is available."}],"publication":"Evolutionary Computation","type":"journal_article","doi":"10.1162/evco_a_00266","title":"Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets","volume":28,"date_created":"2019-11-18T14:19:19Z","author":[{"last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818","full_name":"Wever, Marcel Dominik","id":"33176","first_name":"Marcel Dominik"},{"first_name":"Lorijn","last_name":"van Rooijen","full_name":"van Rooijen, Lorijn","id":"58843"},{"first_name":"Heiko","full_name":"Hamann, Heiko","last_name":"Hamann"}],"date_updated":"2022-01-06T06:52:15Z","publisher":"MIT Press Journals","intvolume":"        28","page":"165–193","citation":{"ieee":"M. D. Wever, L. van Rooijen, and H. Hamann, “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets,” <i>Evolutionary Computation</i>, vol. 28, no. 2, pp. 165–193, 2020, doi: <a href=\"https://doi.org/10.1162/evco_a_00266\">10.1162/evco_a_00266</a>.","chicago":"Wever, Marcel Dominik, Lorijn van Rooijen, and Heiko Hamann. “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets.” <i>Evolutionary Computation</i> 28, no. 2 (2020): 165–193. <a href=\"https://doi.org/10.1162/evco_a_00266\">https://doi.org/10.1162/evco_a_00266</a>.","ama":"Wever MD, van Rooijen L, Hamann H. Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets. <i>Evolutionary Computation</i>. 2020;28(2):165–193. doi:<a href=\"https://doi.org/10.1162/evco_a_00266\">10.1162/evco_a_00266</a>","bibtex":"@article{Wever_van Rooijen_Hamann_2020, title={Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets}, volume={28}, DOI={<a href=\"https://doi.org/10.1162/evco_a_00266\">10.1162/evco_a_00266</a>}, number={2}, journal={Evolutionary Computation}, publisher={MIT Press Journals}, author={Wever, Marcel Dominik and van Rooijen, Lorijn and Hamann, Heiko}, year={2020}, pages={165–193} }","mla":"Wever, Marcel Dominik, et al. “Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets.” <i>Evolutionary Computation</i>, vol. 28, no. 2, MIT Press Journals, 2020, pp. 165–193, doi:<a href=\"https://doi.org/10.1162/evco_a_00266\">10.1162/evco_a_00266</a>.","short":"M.D. Wever, L. van Rooijen, H. Hamann, Evolutionary Computation 28 (2020) 165–193.","apa":"Wever, M. D., van Rooijen, L., &#38; Hamann, H. (2020). Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets. <i>Evolutionary Computation</i>, <i>28</i>(2), 165–193. <a href=\"https://doi.org/10.1162/evco_a_00266\">https://doi.org/10.1162/evco_a_00266</a>"},"year":"2020","related_material":{"link":[{"relation":"confirmation","url":"https://www.mitpressjournals.org/doi/pdf/10.1162/evco_a_00266"}]},"issue":"2","publication_status":"published"},{"language":[{"iso":"ger"}],"_id":"28368","user_id":"14931","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","department":[{"_id":"26"},{"_id":"153"}],"status":"public","type":"dissertation","title":"Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme","publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","date_updated":"2023-02-27T08:11:11Z","author":[{"full_name":"Lochbichler, Matthias","last_name":"Lochbichler","first_name":"Matthias"}],"date_created":"2021-12-07T13:37:10Z","volume":394,"year":"2020","citation":{"ama":"Lochbichler M. <i>Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme</i>. Vol 394. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2020.","ieee":"M. Lochbichler, <i>Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme</i>, vol. 394. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.","chicago":"Lochbichler, Matthias. <i>Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme</i>. Vol. 394. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.","short":"M. Lochbichler, Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.","bibtex":"@book{Lochbichler_2020, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme}, volume={394}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Lochbichler, Matthias}, year={2020}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }","mla":"Lochbichler, Matthias. <i>Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2020.","apa":"Lochbichler, M. (2020). <i>Systematische Wahl einer Modellierungstiefe im Entwurfsprozess mechatronischer Systeme</i> (Vol. 394). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn."},"intvolume":"       394","publication_status":"published","publication_identifier":{"isbn":["978-3-947647-13-2"]}},{"intvolume":"       389","citation":{"ama":"Mittag T. <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen</i>. Vol 389. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2019.","ieee":"T. Mittag, <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen</i>, vol. 389. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","chicago":"Mittag, Tobias. <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen</i>. Vol. 389. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","bibtex":"@book{Mittag_2019, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen}, volume={389}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Mittag, Tobias}, year={2019}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }","mla":"Mittag, Tobias. <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","short":"T. Mittag, Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","apa":"Mittag, T. (2019). <i>Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen</i> (Vol. 389). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn."},"year":"2019","publication_identifier":{"isbn":["978-3-947647-08-8"]},"publication_status":"published","title":"Systematik zur Gestaltung der Wertschöpfung für digitalisierte hybride Marktleistungen","volume":389,"date_created":"2021-12-07T13:29:49Z","author":[{"first_name":"Tobias","full_name":"Mittag, Tobias","last_name":"Mittag"}],"date_updated":"2022-01-06T06:58:02Z","publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","status":"public","type":"dissertation","language":[{"iso":"ger"}],"department":[{"_id":"26"}],"user_id":"60046","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","_id":"28363"},{"date_updated":"2022-01-06T06:58:02Z","publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","volume":390,"date_created":"2021-12-07T13:30:53Z","author":[{"first_name":"Jürgen","last_name":"Gausemeier","id":"163","full_name":"Gausemeier, Jürgen"}],"title":"Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019","publication_identifier":{"isbn":["978-3-947647-09-5"]},"publication_status":"published","year":"2019","intvolume":"       390","citation":{"apa":"Gausemeier, J. (2019). <i>Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019</i> (Vol. 390). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn.","short":"J. Gausemeier, Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","bibtex":"@book{Gausemeier_2019, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019}, volume={390}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Gausemeier, Jürgen}, year={2019}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }","mla":"Gausemeier, Jürgen. <i>Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","ama":"Gausemeier J. <i>Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019</i>. Vol 390. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2019.","chicago":"Gausemeier, Jürgen. <i>Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019</i>. Vol. 390. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","ieee":"J. Gausemeier, <i>Vorausschau und Technologieplanung. 15. Symposium für Vorausschau und Technologieplanung, Heinz Nixdorf Institut, 21. und 22. November 2019</i>, vol. 390. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019."},"_id":"28364","department":[{"_id":"26"}],"series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","user_id":"60046","language":[{"iso":"ger"}],"type":"misc","status":"public"},{"language":[{"iso":"ger"}],"_id":"28365","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","user_id":"60046","department":[{"_id":"26"}],"status":"public","type":"dissertation","title":"Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau","date_updated":"2022-01-06T06:58:02Z","publisher":"Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn","author":[{"full_name":"Schierbaum, Anja Maria","last_name":"Schierbaum","first_name":"Anja Maria"}],"date_created":"2021-12-07T13:32:29Z","volume":391,"year":"2019","citation":{"ama":"Schierbaum AM. <i>Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau</i>. Vol 391. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn; 2019.","ieee":"A. M. Schierbaum, <i>Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau</i>, vol. 391. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","chicago":"Schierbaum, Anja Maria. <i>Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau</i>. Vol. 391. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","bibtex":"@book{Schierbaum_2019, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau}, volume={391}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Schierbaum, Anja Maria}, year={2019}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }","mla":"Schierbaum, Anja Maria. <i>Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau</i>. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","short":"A.M. Schierbaum, Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau, Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 2019.","apa":"Schierbaum, A. M. (2019). <i>Systematik zur Ableitung bedarfsgerechter Systems Engineering Leitfäden im Maschinenbau</i> (Vol. 391). Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn."},"intvolume":"       391","publication_status":"published","publication_identifier":{"isbn":["978-3-947647-10-1"]}},{"_id":"17565","project":[{"_id":"39","name":"InterGramm"}],"department":[{"_id":"34"},{"_id":"355"},{"_id":"26"}],"user_id":"5786","language":[{"iso":"ger"}],"publication":"Niederdeutsches Jahrbuch","type":"journal_article","status":"public","date_updated":"2022-01-06T06:53:15Z","author":[{"full_name":"Merten, Marie-Luis","last_name":"Merten","first_name":"Marie-Luis"},{"full_name":"Seemann, Nina","last_name":"Seemann","first_name":"Nina"},{"id":"33176","full_name":"Wever, Marcel Dominik","last_name":"Wever","orcid":" https://orcid.org/0000-0001-9782-6818","first_name":"Marcel Dominik"}],"date_created":"2020-08-03T13:55:04Z","title":"Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff","publication_status":"published","issue":"142","year":"2019","page":"124-146","citation":{"bibtex":"@article{Merten_Seemann_Wever_2019, title={Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff}, number={142}, journal={Niederdeutsches Jahrbuch}, author={Merten, Marie-Luis and Seemann, Nina and Wever, Marcel Dominik}, year={2019}, pages={124–146} }","short":"M.-L. Merten, N. Seemann, M.D. Wever, Niederdeutsches Jahrbuch (2019) 124–146.","mla":"Merten, Marie-Luis, et al. “Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff.” <i>Niederdeutsches Jahrbuch</i>, no. 142, 2019, pp. 124–46.","apa":"Merten, M.-L., Seemann, N., &#38; Wever, M. D. (2019). Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff. <i>Niederdeutsches Jahrbuch</i>, <i>142</i>, 124–146.","ama":"Merten M-L, Seemann N, Wever MD. Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff. <i>Niederdeutsches Jahrbuch</i>. 2019;(142):124-146.","ieee":"M.-L. Merten, N. Seemann, and M. D. Wever, “Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff,” <i>Niederdeutsches Jahrbuch</i>, no. 142, pp. 124–146, 2019.","chicago":"Merten, Marie-Luis, Nina Seemann, and Marcel Dominik Wever. “Grammatikwandel digital-kulturwissenschaftlich erforscht. Mittelniederdeutscher Sprachausbau im interdisziplinären Zugriff.” <i>Niederdeutsches Jahrbuch</i>, no. 142 (2019): 124–46."}},{"_id":"22000","user_id":"9138","department":[{"_id":"26"},{"_id":"624"},{"_id":"219"}],"abstract":[{"text":"Requirement changes are a major cause for project failure. A systematic approach to manage those changes from the very beginning should be an in-tegral part of each development project. Although this is accepted in both sci-ence and industry, there is no adequate approach to tackle the issue, especially in the context of interdisciplinary systems. In this paper, a secondary analysis is done to identify all information that is necessary to manage those changes efficiently. The demanded information is pictured in a reference model and then mapped with the capabilities of existing approaches. Based on this, research gaps are identified and used to guide future research efforts. ","lang":"eng"}],"status":"public","type":"conference","publication":"Design for X - Beiträge zum 30. DfX-Symposium ","title":"Risikoorientierte Analyse und Handhabung von Anforderungsänderungen","doi":" 10.35199/dfx2019.5","date_updated":"2022-01-06T06:55:22Z","date_created":"2021-05-05T09:39:27Z","author":[{"first_name":"I.","last_name":"Gräßler","full_name":"Gräßler, I."},{"first_name":"C.","full_name":"Oleff, C.","last_name":"Oleff"}],"volume":30,"year":"2019","citation":{"chicago":"Gräßler, I., and C. Oleff. “Risikoorientierte Analyse Und Handhabung von Anforderungsänderungen.” In <i>Design for X - Beiträge Zum 30. DfX-Symposium </i>, 30:49–60, 2019. <a href=\"https://doi.org/ 10.35199/dfx2019.5\">https://doi.org/ 10.35199/dfx2019.5</a>.","ieee":"I. Gräßler and C. Oleff, “Risikoorientierte Analyse und Handhabung von Anforderungsänderungen,” in <i>Design for X - Beiträge zum 30. DfX-Symposium </i>, 2019, vol. 30, pp. 49–60.","ama":"Gräßler I, Oleff C. Risikoorientierte Analyse und Handhabung von Anforderungsänderungen. In: <i>Design for X - Beiträge Zum 30. DfX-Symposium </i>. Vol 30. ; 2019:49-60. doi:<a href=\"https://doi.org/ 10.35199/dfx2019.5\"> 10.35199/dfx2019.5</a>","apa":"Gräßler, I., &#38; Oleff, C. (2019). Risikoorientierte Analyse und Handhabung von Anforderungsänderungen. In <i>Design for X - Beiträge zum 30. DfX-Symposium </i> (Vol. 30, pp. 49–60). <a href=\"https://doi.org/ 10.35199/dfx2019.5\">https://doi.org/ 10.35199/dfx2019.5</a>","short":"I. Gräßler, C. Oleff, in: Design for X - Beiträge Zum 30. DfX-Symposium , 2019, pp. 49–60.","bibtex":"@inproceedings{Gräßler_Oleff_2019, title={Risikoorientierte Analyse und Handhabung von Anforderungsänderungen}, volume={30}, DOI={<a href=\"https://doi.org/ 10.35199/dfx2019.5\"> 10.35199/dfx2019.5</a>}, booktitle={Design for X - Beiträge zum 30. DfX-Symposium }, author={Gräßler, I. and Oleff, C.}, year={2019}, pages={49–60} }","mla":"Gräßler, I., and C. Oleff. “Risikoorientierte Analyse Und Handhabung von Anforderungsänderungen.” <i>Design for X - Beiträge Zum 30. DfX-Symposium </i>, vol. 30, 2019, pp. 49–60, doi:<a href=\"https://doi.org/ 10.35199/dfx2019.5\"> 10.35199/dfx2019.5</a>."},"page":"49-60","intvolume":"        30"},{"title":"Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme","doi":" 10.17619/UNIPB/1-791","date_updated":"2022-01-06T06:55:22Z","date_created":"2021-05-05T09:39:28Z","author":[{"first_name":"I.","full_name":"Gräßler, I.","last_name":"Gräßler"},{"first_name":"C.","last_name":"Oleff","full_name":"Oleff, C."},{"last_name":"Scholle","full_name":"Scholle, P.","first_name":"P."}],"year":"2019","citation":{"ama":"Gräßler I, Oleff C, Scholle P. Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme. In: <i>Fachtagung Mechatronik 2019 Paderborn</i>. ; 2019:S. 1-6. doi:<a href=\"https://doi.org/ 10.17619/UNIPB/1-791\"> 10.17619/UNIPB/1-791</a>","chicago":"Gräßler, I., C. Oleff, and P. Scholle. “Priorisierung von Anforderungen Für Die Entwicklung Mechatronischer Systeme.” In <i>Fachtagung Mechatronik 2019 Paderborn</i>, S. 1-6, 2019. <a href=\"https://doi.org/ 10.17619/UNIPB/1-791\">https://doi.org/ 10.17619/UNIPB/1-791</a>.","ieee":"I. Gräßler, C. Oleff, and P. Scholle, “Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme,” in <i>Fachtagung Mechatronik 2019 Paderborn</i>, 2019, p. S. 1-6.","apa":"Gräßler, I., Oleff, C., &#38; Scholle, P. (2019). Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme. In <i>Fachtagung Mechatronik 2019 Paderborn</i> (p. S. 1-6). <a href=\"https://doi.org/ 10.17619/UNIPB/1-791\">https://doi.org/ 10.17619/UNIPB/1-791</a>","mla":"Gräßler, I., et al. “Priorisierung von Anforderungen Für Die Entwicklung Mechatronischer Systeme.” <i>Fachtagung Mechatronik 2019 Paderborn</i>, 2019, p. S. 1-6, doi:<a href=\"https://doi.org/ 10.17619/UNIPB/1-791\"> 10.17619/UNIPB/1-791</a>.","bibtex":"@inproceedings{Gräßler_Oleff_Scholle_2019, title={Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme}, DOI={<a href=\"https://doi.org/ 10.17619/UNIPB/1-791\"> 10.17619/UNIPB/1-791</a>}, booktitle={Fachtagung Mechatronik 2019 Paderborn}, author={Gräßler, I. and Oleff, C. and Scholle, P.}, year={2019}, pages={S. 1-6} }","short":"I. Gräßler, C. Oleff, P. Scholle, in: Fachtagung Mechatronik 2019 Paderborn, 2019, p. S. 1-6."},"page":"S. 1-6","_id":"22001","user_id":"9138","department":[{"_id":"26"},{"_id":"624"},{"_id":"219"}],"abstract":[{"lang":"eng","text":"In diesem Beitrag wird ein Ansatz vorgestellt, welcher die Bewertung des Risikos von Anforderungsänderungen in der Entwicklung mechatronischer Systeme ermöglicht. Ausgehend von einer Anforderungsliste werden die Wechselwirkungen in einer Requirements Structure Matrix (RSM) teilautomatisch erfasst. Parallel werden Anforderungen in Bezug auf ihren Ursprung („Einflussbereich“) kategorisiert und darauf aufbauend priorisiert. Diese Priorisierung basiert auf dem Veränderungsrisiko und wird durch die drei Kriterien „Dynamik“, „Unsicherheit der Wissensbasis“ und „Relevanz für den Entwicklungsprozess“ charakterisiert. Das Vorgehen wird anhand strukturierter Interviews mit Projektleitern und Entwicklern und der Fallstudie eines Pedelecs als mechatronischem System validiert. Durch die Anwendung der Methode können disziplinübergreifende Abhängigkeiten von Anforderungen zur Reduktion von Iterationen in der Entwicklung mechatronischer Systeme – wie dem Pedelec – berücksichtigt werden."}],"status":"public","type":"conference","publication":"Fachtagung Mechatronik 2019 Paderborn"},{"author":[{"full_name":"Gräßler, I.","id":"47565","last_name":"Gräßler","orcid":"0000-0001-5765-971X","first_name":"I."},{"full_name":"Thiele, H.","last_name":"Thiele","first_name":"H."},{"last_name":"Oleff","full_name":"Oleff, C.","first_name":"C."},{"full_name":"Scholle, P.","last_name":"Scholle","first_name":"P."},{"last_name":"Schulze","full_name":"Schulze, V.","first_name":"V."}],"date_created":"2021-05-05T09:39:29Z","date_updated":"2022-01-06T06:55:22Z","doi":"10.17619/UNIPB/1-791","title":"Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme","citation":{"bibtex":"@inproceedings{Gräßler_Thiele_Oleff_Scholle_Schulze_2019, title={Priorisierung von Anforderungen für die Entwicklung mechatronischer Systeme}, DOI={<a href=\"https://doi.org/10.17619/UNIPB/1-791\">10.17619/UNIPB/1-791</a>}, booktitle={International Conference on Engineering Design (ICED19)}, author={Gräßler, I. and Thiele, H. and Oleff, C. and Scholle, P. and Schulze, V.}, year={2019}, pages={1265–1274} }","mla":"Gräßler, I., et al. “Priorisierung von Anforderungen Für Die Entwicklung Mechatronischer Systeme.” <i>International Conference on Engineering Design (ICED19)</i>, 2019, pp. 1265–74, doi:<a href=\"https://doi.org/10.17619/UNIPB/1-791\">10.17619/UNIPB/1-791</a>.","short":"I. 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Ausgehend von einer Anforderungsliste werden die Wechselwirkungen in einer Requirements Structure Matrix (RSM) teilautomatisch erfasst. Parallel werden Anforderungen in Bezug auf ihren Ursprung („Einflussbereich“) kategorisiert und darauf aufbauend priorisiert. Diese Priorisierung basiert auf dem Veränderungsrisiko und wird durch die drei Kriterien „Dynamik“, „Unsicherheit der Wissensbasis“ und „Relevanz für den Entwicklungsprozess“ charakterisiert. Das Vorgehen wird anhand strukturierter Interviews mit Projektleitern und Entwicklern und der Fallstudie eines Pedelecs als mechatronischem System validiert. Durch die Anwendung der Methode können disziplinübergreifende Abhängigkeiten von Anforderungen zur Reduktion von Iterationen in der Entwicklung mechatronischer Systeme – wie dem Pedelec – berücksichtigt werden.","lang":"eng"}]},{"publication_identifier":{"issn":["0098-5589","1939-3520","2326-3881"]},"publication_status":"published","page":"1-1","citation":{"bibtex":"@article{Dann_Hermann_Bodden_2019, title={ModGuard: Identifying Integrity &#38;Confidentiality Violations in Java Modules}, DOI={<a href=\"https://doi.org/10.1109/tse.2019.2931331\">10.1109/tse.2019.2931331</a>}, journal={IEEE Transactions on Software Engineering}, author={Dann, Andreas and Hermann, Ben and Bodden, Eric}, year={2019}, pages={1–1} }","short":"A. Dann, B. Hermann, E. 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