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2188 Publications
2019 | Journal Article | LibreCat-ID: 12890 | 
@article{Drude_Haeb-Umbach_2019, title={Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation}, DOI={10.1109/JSTSP.2019.2912565}, journal={IEEE Journal of Selected Topics in Signal Processing}, author={Drude, Lukas and Haeb-Umbach, Reinhold}, year={2019} }
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2019 | Conference Paper | LibreCat-ID: 15371 |
@inproceedings{Peuster_Schneider_Karl_2019, place={Halifax}, title={The Softwarised Network Data Zoo}, booktitle={IEEE/IFIP 15th International Conference on Network and Service Management (CNSM)}, publisher={IEEE/IFIP}, author={Peuster, Manuel and Schneider, Stefan Balthasar and Karl, Holger}, year={2019} }
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2019 | Journal Article | LibreCat-ID: 15425
@article{Gokeler_Neuhaus_Benjaminse_Grooms_Baumeister_2019, title={Principles of Motor Learning to Support Neuroplasticity After ACL Injury: Implications for Optimizing Performance and Reducing Risk of Second ACL Injury.}, volume={49}, DOI={10.1007/s40279-019-01058-0}, number={6}, journal={Sports Med}, author={Gokeler, Alli and Neuhaus, D and Benjaminse, A and Grooms, DR and Baumeister, Jochen}, year={2019}, pages={853–865} }
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2019 | Conference Paper | LibreCat-ID: 15578
@inproceedings{Izu_Schulte_Aggarwal_I. Cutts_Duran_Gutica_Heinemann_Kraemer_Lonati_Mirolo_et al._2019, title={Program Comprehension: Identifying Learning Trajectories for Novice Programmers}, DOI={10.1145/3304221.3325531}, booktitle={Proceedings of the 2019 (ACM) Conference on Innovation and Technology in Computer Science Education, Aberdeen, Scotland, UK, July 15-17, 2019}, author={Izu, Cruz and Schulte, Carsten and Aggarwal, Ashish and I. Cutts, Quintin and Duran, Rodrigo and Gutica, Mirela and Heinemann, Birte and Kraemer, Eileen and Lonati, Violetta and Mirolo, Claudio and et al.}, year={2019}, pages={261–262} }
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2019 | Conference Paper | LibreCat-ID: 15720
@inproceedings{Wilke_Magenheim_2019, title={Critical Incidents for Technology Enhanced Learning in Vocational Education and Training}, DOI={10.1109/EDUCON.2019.8725025}, booktitle={IEEE Global Engineering Education Conference, EDUCON 2019, Dubai, United Arab Emirates, April 8-11, 2019}, author={Wilke, Adrian and Magenheim, Johannes}, year={2019}, pages={892–899} }
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2019 | Journal Article | LibreCat-ID: 15741
@article{Leong_Ramaswamy_Quevedo_Karl_Shi_2019, title={Deep reinforcement learning for wireless sensor scheduling in cyber–physical systems}, DOI={10.1016/j.automatica.2019.108759}, number={108759}, journal={Automatica}, author={Leong, Alex S. and Ramaswamy, Arunselvan and Quevedo, Daniel E. and Karl, Holger and Shi, Ling}, year={2019} }
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2019 | Conference Paper | LibreCat-ID: 15812 |
@inproceedings{Heymann_Khe Chai Sim_2019, title={Improving CTC Using Stimulated Learning for Sequence Modeling}, booktitle={ICASSP 2019, Brighton, UK}, author={Heymann, Jahn and Khe Chai Sim, Bo Li}, year={2019} }
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2019 | Mastersthesis | LibreCat-ID: 15883
@book{Kumar Jeyakumar_2019, title={Incremental learning with Support Vector Machine on embedded platforms}, author={Kumar Jeyakumar, Shankar}, year={2019} }
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2019 | Conference (Editor) | LibreCat-ID: 14829
@book{Scheideler_Berenbrink_2019, title={The 31st ACM Symposium on Parallelism in Algorithms and Architectures, SPAA 2019, Phoenix, AZ, USA, June 22-24, 2019}, DOI={10.1145/3323165}, publisher={ACM}, year={2019} }
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2019 | Working Paper | LibreCat-ID: 14902 |
@book{Mair_Scheffler_Senger_Sureth-Sloane_2019, series={TAF Wokring Paper Series}, title={Analyse der Veränderung der zwischenstaatlichen Gewinnaufteilung bei Einführung einer standardisierten Gewinnverteilungsmethode am Beispiel des Einsatzes von 3D-Druckern}, volume={42}, author={Mair, Christina and Scheffler, Wolfram and Senger, Isabell and Sureth-Sloane, Caren}, year={2019}, collection={TAF Wokring Paper Series} }
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2019 | Journal Article | LibreCat-ID: 15001
@article{Couso_Borgelt_Hüllermeier_Kruse_2019, title={Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning}, DOI={10.1109/mci.2018.2881642}, journal={IEEE Computational Intelligence Magazine}, author={Couso, Ines and Borgelt, Christian and Hüllermeier, Eyke and Kruse, Rudolf}, year={2019}, pages={31–44} }
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2019 | Journal Article | LibreCat-ID: 15002 |
@article{Waegeman_Dembczynski_Hüllermeier_2019, title={Multi-target prediction: a unifying view on problems and methods}, volume={33}, DOI={10.1007/s10618-018-0595-5}, number={2}, journal={Data Mining and Knowledge Discovery}, author={Waegeman, Willem and Dembczynski, Krzysztof and Hüllermeier, Eyke}, year={2019}, pages={293–324} }
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2019 | Conference Paper | LibreCat-ID: 15003
@inproceedings{Mortier_Wydmuch_Dembczynski_Hüllermeier_Waegeman_2019, title={Set-Valued Prediction in Multi-Class Classification}, booktitle={Proceedings of the 31st Benelux Conference on Artificial Intelligence {(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, November 6-8, 2019}, author={Mortier, Thomas and Wydmuch, Marek and Dembczynski, Krzysztof and Hüllermeier, Eyke and Waegeman, Willem}, year={2019} }
LibreCat
2019 | Book Chapter | LibreCat-ID: 15004
@inbook{Ahmadi Fahandar_Hüllermeier_2019, place={Cham}, title={Feature Selection for Analogy-Based Learning to Rank}, DOI={10.1007/978-3-030-33778-0_22}, booktitle={Discovery Science}, author={Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke}, year={2019} }
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| DOI
2019 | Book Chapter | LibreCat-ID: 15005
@inbook{Ahmadi Fahandar_Hüllermeier_2019, place={Cham}, title={Analogy-Based Preference Learning with Kernels}, DOI={10.1007/978-3-030-30179-8_3}, booktitle={KI 2019: Advances in Artificial Intelligence}, author={Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke}, year={2019} }
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2019 | Conference Paper | LibreCat-ID: 15007 |
@inproceedings{Melnikov_Hüllermeier_2019, title={Learning to Aggregate: Tackling the Aggregation/Disaggregation Problem for OWA}, DOI={10.1016/j.jmva.2019.02.017}, booktitle={Proceedings ACML, Asian Conference on Machine Learning (Proceedings of Machine Learning Research, 101)}, author={Melnikov, Vitaly and Hüllermeier, Eyke}, year={2019} }
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2019 | Conference Paper | LibreCat-ID: 15013
@inproceedings{Brinker_Hüllermeier_2019, place={Würzburg, Germany}, title={A Reduction of Label Ranking to Multiclass Classification}, booktitle={Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases}, author={Brinker, Klaus and Hüllermeier, Eyke}, year={2019} }
LibreCat
2019 | Conference Paper | LibreCat-ID: 15014
@inproceedings{Hüllermeier_Couso_Diestercke_2019, title={Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants}, booktitle={Proceedings SUM 2019, International Conference on Scalable Uncertainty Management}, author={Hüllermeier, Eyke and Couso, Ines and Diestercke, Sebastian}, year={2019} }
LibreCat
2019 | Book Chapter | LibreCat-ID: 16251
@inbook{Müller_2019, title={Structuring Unstructured Data—Or: How Machine Learning Can Make You a Wine Sommelier}, DOI={10.1007/978-3-030-06234-7_29}, booktitle={The Art of Structuring}, author={Müller, Oliver}, year={2019} }
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| DOI
2019 | Preprint | LibreCat-ID: 16341 |
@article{Brandt_Jähn_Fischer_Meyer auf der Heide_2019, title={Rendering of Complex Heterogenous Scenes using Progressive Blue Surfels}, journal={arXiv:1904.08225}, author={Brandt, Sascha and Jähn, Claudius and Fischer, Matthias and Meyer auf der Heide, Friedhelm}, year={2019} }
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