1. 2021
  2. Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems

    Rohlfing, K. J., Cimiano, P., Scharlau, I., Matzner, T., Buhl, H. M., Buschmeier, H., Esposito, E., Grimminger, A., Hammer, B., Hab-Umbach, R., Horwath, I., Hullermeier, E., Kern, F., Kopp, S., Thommes, K., Ngonga Ngomo, A. C., Schulte, C., Wachsmuth, H., Wagner, P. & Wrede, B., 9 Sept 2021, In: IEEE Transactions on Cognitive and Developmental Systems. 13, 3, p. 717-728 12 p., 9292993.

    Research output: Contribution to journalArticleResearchpeer review

  3. Published

    μRALP and Beyond: Micro-Technologies and Systems for Robot-Assisted Endoscopic Laser Microsurgery

    Mattos, L. S., Acemoglu, A., Geraldes, A., Laborai, A., Schoob, A., Tamadazte, B., Davies, B., Wacogne, B., Pieralli, C., Barbalata, C., Caldwell, D. G., Kundrat, D., Pardo, D., Grant, E., Mora, F., Barresi, G., Peretti, G., Ortiz, J., Rabenorosoa, K., Tavernier, L., Pazart, L., Fichera, L., Guastini, L., Kahrs, L. A., Rakotondrabe, M., Andreff, N., Deshpande, N., Gaiffe, O., Renevier, R., Moccia, S., Lescano, S., Ortmaier, T. & Penza, V., 8 Sept 2021, In: Frontiers in Robotics and AI. 8, 664655.

    Research output: Contribution to journalReview articleResearchpeer review

  4. AutoML for Multi-Label Classification: Overview and Empirical Evaluation

    Wever, M., Tornede, A., Mohr, F. & Hullermeier, E., 1 Sept 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 9, p. 3037-3054 18 p., 9321731.

    Research output: Contribution to journalReview articleResearchpeer review

  5. Published

    Auto-PyTorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL

    Zimmer, L., Lindauer, M. & Hutter, F., 1 Sept 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 9, p. 3079-3090 12 p., 9382913.

    Research output: Contribution to journalArticleResearchpeer review

  6. Predicting Machine Learning Pipeline Runtimes in the Context of Automated Machine Learning

    Mohr, F., Wever, M., Tornede, A. & Hullermeier, E., 1 Sept 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 9, p. 3055-3066 12 p., 9347828.

    Research output: Contribution to journalArticleResearchpeer review

  7. Published

    Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019

    Liu, Z., Pavao, A., Xu, Z., Escalera, S., Ferreira, F., Guyon, I., Hong, S., Hutter, F., Ji, R., Junior, J. C. S. J., Li, G., Lindauer, M., Luo, Z., Madadi, M., Nierhoff, T., Niu, K., Pan, C., Stoll, D., Treguer, S., Wang, J., Wang, P., Wu, C., Xiong, Y., Zela, A. & Zhang, Y., 1 Sept 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 9, p. 3108-3125 18 p., 9415128.

    Research output: Contribution to journalArticleResearchpeer review

  8. Exception-Tolerant Hierarchical Knowledge Bases for Forward Model Learning

    Apeldoorn, D. & Dockhorn, A., Sept 2021, In: IEEE Transactions on Games. 13, 3, p. 249-262 14 p.

    Research output: Contribution to journalArticleResearchpeer review

  9. Published

    Induction tempering of surface hardenend components

    Nacke, B. & Baldan, M., Sept 2021, Proceeding of XIX International UIE-Congress on Electrotechnologies for Material Processing: Plzen (Czech Republic), September 2-3.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  10. Published

    Liquid metal layer dynamics in transverse alternating magnetic field

    Dzelme, V., Jakovics, A. & Baake, E., Sept 2021, Proceeding of XIX International UIE-Congress on Electrotechnologies for Material Processing: Plzen (Czech Republic), September 2-3.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  11. Published

    Optimal programmed control of mass induction heating with guaranteed quality

    Nikanorov, A., Pleshivtseva, Y., Popov, A., Baldan, M. & Nacke, B., Sept 2021, Proceeding of XIX International UIE-Congress on Electrotechnologies for Material Processing: Plzen (Czech Republic), September 2-3. p. 197-202

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  12. RIANN—A Robust Neural Network Outperforms Attitude Estimation Filters

    Weber, D., Gühmann, C. & Seel, T., Sept 2021, In: AI (Switzerland). 2, 3, p. 444-463 20 p.

    Research output: Contribution to journalArticleResearchpeer review

  13. Published

    Tailored heating of billets for hot forming using an induction heating approach

    Ennen, M., Niedzwiecki, I. & Baake, E., Sept 2021, Proceeding of XIX International UIE-Congress on Electrotechnologies for Material Processing: Plzen (Czech Republic), September 2-3.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  14. Published

    Time-optimal feedback system with identifier to control induction heating process

    Pleshivtseva, Y., Levin, I., Nacke, B., Ennen, M. & Nikanorov, A., Sept 2021, Proceeding of XIX International UIE-Congress on Electrotechnologies for Material Processing: Plzen (Czech Republic), September 2-3. p. 197-202

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  15. What Is Unclear? Computational Assessment of Task Clarity in Crowdsourcing

    Nouri, Z., Gadiraju, U., Engels, G. & Wachsmuth, H., 29 Aug 2021, HT 2021 - Proceedings of the 32nd ACM Conference on Hypertext and Social Media. p. 165-175 11 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  16. Published

    Event Detection in Wikipedia Edit History Improved by Documents Web Based Automatic Assessment

    Fisichella, M. & Ceroni, A., 4 Aug 2021, In: Big Data and Cognitive Computing. 5, 3, 34.

    Research output: Contribution to journalArticleResearchpeer review

  17. Published

    Incorporating domain knowledge for extractive summarization of legal case documents

    Bhattacharya, P., Poddar, S., Rudra, K., Ghosh, K. & Ghosh, S., 27 Jul 2021, Proceedings of the 18th International Conference on Artificial Intelligence and Law, ICAIL 2021. p. 22-31 10 p. (Proceedings of the 18th International Conference on Artificial Intelligence and Law, ICAIL 2021).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  18. Published

    MulCoB-MulFaV: Multimodal Content Based Multilingual Fact Verification

    Roy, A. & Ekbal, A., 18 Jul 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  19. Published

    Comparison of numerical approaches and techniques to simulate MHD duct flows

    Smolyanov, I., Shmakov, E. & Baake, E., Jun 2021, Proceedings of 10th international conference on Electromagnetic Processing of Materials EPM 2021: Riga, June 14-16. p. 197-202

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  20. Published

    Electromagnetic forming of a liquid metal layer

    Dzelme, V., Jakovics, A. & Baake, E., Jun 2021, Proceedings of 10th international conference on Electromagnetic Processing of Materials EPM 2021: Riga, June 14-16. Institute of Electrical and Electronics Engineers Inc., p. 77-84

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  21. Published

    Investigation of an electromagnetic stirring process by parallel numerical simulations in Ansys Fluent and OpenFoam

    Guglielmi, M., Smolyanov, I., Vencels, J. & Baake, E., Jun 2021, Proceedings of 10th international conference on Electromagnetic Processing of Materials EPM 2021: Riga, June 14-16. Institute of Electrical and Electronics Engineers Inc., p. 142-147

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

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