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2156 Publications


2023 | Journal Article | LibreCat-ID: 53962
Monocular visual simultaneous localization and mapping: (r)evolution from geometry to deep learning-based pipelines
O. Álvarez-Tuñón, Y. Brodskiy, E. Kayacan, IEEE Transactions on Artificial Intelligence (2023) 1–21.
LibreCat | DOI
 
 

2023 | Book Chapter | LibreCat-ID: 47421 | OA
Neural Class Expression Synthesis in ALCHIQ(D)
N.J. Kouagou, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: Machine Learning and Knowledge Discovery in Databases: Research Track, Springer Nature Switzerland, Cham, 2023.
LibreCat | Files available | DOI | Download (ext.)
 

2023 | Conference Paper | LibreCat-ID: 46575 | OA
Accelerating Concept Learning via Sampling
A. Baci, S. Heindorf, in: CIKM, 2023, pp. 3733–3737.
LibreCat | Files available | DOI
 

2023 | Journal Article | LibreCat-ID: 54479
The Impact of a School Dog on Children’s Social Inclusion and Social Climate in a School Class
M.M. Mombeck, T. Albers, European Journal of Investigation in Health, Psychology and Education 14 (2023) 1–17.
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 39976 LibreCat | DOI
 

2023 | Conference Paper | LibreCat-ID: 35942
Work in Progress: Development of a Virtual and Interactive Microgrids Learning Environment for Microgrids Sustainability – The case of East Africa
P. Bogere, H. Bode, K. Temmen, in: M. E. Auer, W. Pachatz, T. Rüütmann (Eds.), Learning in the Age of Digital and Green Transition. ICL 2022. Lecture Notes in Networks and Systems, Springer Nature, ICL 2022, Wien, 2023, pp. 671–679.
LibreCat | DOI
 

2023 | Conference Paper | LibreCat-ID: 54574
Towards a systematic approach for Prescriptive Analytics use cases in smart factories
J. Weller, N.M. Nico Migenda, R.L. Rui Liu, A.W. Arthur Wegel, M.K. Martin Kohlhase, W.S. Wolfram Schenck, S. von E. Sebastian von Enzberg, R. Dumitrescu, in: 2023.
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2023 | Conference Paper | LibreCat-ID: 54612
Neural Class Expression Synthesis (Extended Abstract)
N.J. KOUAGOU, S. Heindorf, C. Demir, A.-C. Ngonga Ngomo, in: NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy, CEUR-WS, 2023.
LibreCat
 

2023 | Conference Paper | LibreCat-ID: 54615
Learning Permutation-Invariant Embeddings for Description Logic Concepts
C. Demir, A.-C. Ngonga Ngomo, in: Advances in Intelligent Data Analysis XXI: 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-La-Neuve, Belgium, April 12–14, 2023, Proceedings, 2023, pp. 103–115.
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2023 | Conference Paper | LibreCat-ID: 47298
"Security is not my field, I’m a stats guy": A Qualitative Root Cause Analysis of Barriers to Adversarial Machine Learning Defenses in Industry
J. Mink, H. Kaur, J. Schmüser, S. Fahl, Y. Acar, in: J.A. Calandrino, C. Troncoso (Eds.), 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023, USENIX Association, 2023.
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2023 | Conference Paper | LibreCat-ID: 48898
Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP
M. Seiler, J. Rook, J. Heins, O.L. Preuß, J. Bossek, H. Trautmann, in: 2023 IEEE Symposium Series on Computational Intelligence (SSCI), n.d., pp. 361–368.
LibreCat | DOI
 

2023 | Preprint | LibreCat-ID: 54705
From Interactive to Co-Constructive Task Learning
A.-L. Vollmer, D. Leidner, M. Beetz, B. Wrede, ArXiv:2305.15535 (2023).
LibreCat | arXiv
 

2023 | Journal Article | LibreCat-ID: 54768 LibreCat
 

2023 | Journal Article | LibreCat-ID: 54824
The Impact of a School Dog on Children’s Social Inclusion and Social Climate in a School Class
M.M. Mombeck, T. Albers, European Journal of Investigation in Health, Psychology and Education 14 (2023) 1–17.
LibreCat | DOI
 

2023 | Conference Paper | LibreCat-ID: 54838
Hybrid control of interconnected power converters using both expert-driven droop and data-driven reinforcement learning approaches
S. Boshoff, J. Stenner, D. Weber, M. Meyer, V. Chidananda, S. Peitz, O. Wallscheid, in: IEEE Power and Energy Student Summit (PESS), VDE, 2023, pp. 124–129.
LibreCat | Download (ext.)
 

2023 | Book Chapter | LibreCat-ID: 54909
Probabilistic Scoring Lists for Interpretable Machine Learning
J.M. Hanselle, J. Fürnkranz, E. Hüllermeier, in: Discovery Science, Springer Nature Switzerland, Cham, 2023.
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 27506 | OA
Visual Interpretability of Image-based Real Estate Appraisal
J.-P. Kucklick, in: 55th Annual Hawaii International Conference on System Sciences (HICSS-55), 2022.
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2022 | Conference Abstract | LibreCat-ID: 29852
Methodenentwicklung zur Versagensanalyse aufgrund der Aushärtung vorgeschädigter Klebverbindungen in stahlintensiven Mischbaustrukturen
F. Beule, D. Teutenberg, G. Meschut, T. Aubel, A. Matzenmiller, in: 22. Kolloquium: Gemeinsame Forschung in der Klebtechnik, 2022.
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2022 | Conference Paper | LibreCat-ID: 29855
Lebensdauerprognose für Stahlklebverbindungen bei multiaxialer Belastung mit Phasenverschiebung, veränderlicher Mittelspannung und variablen Amplituden
V. Carillo Beber, C. Nagel, B. Mayer, C. Köster, A. Matzenmiller, M. Hecht, J. Baumgartner, T. Melz, K. Tews, S. Çavdar, G. Meschut, in: 22. Kolloquium: Gemeinsame Forschung in der Klebtechnik, 2022.
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