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6019 Publications
2022 | Conference Paper | LibreCat-ID: 46304
Automated Algorithm Selection in Single-Objective Continuous Optimization: A Comparative Study of Deep Learning and Landscape Analysis Methods
R.P. Prager, M. Seiler, H. Trautmann, P. Kerschke, in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tušar (Eds.), Parallel Problem Solving from Nature — PPSN XVII, Springer International Publishing, Cham, 2022, pp. 3–17.
LibreCat
| DOI
R.P. Prager, M. Seiler, H. Trautmann, P. Kerschke, in: G. Rudolph, A.V. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tušar (Eds.), Parallel Problem Solving from Nature — PPSN XVII, Springer International Publishing, Cham, 2022, pp. 3–17.
2022 | Conference Paper | LibreCat-ID: 46303
Artificial Social Media Campaign Creation for Benchmarking and Challenging Detection Approaches
J.S. Pohl, D. Assenmacher, M. Seiler, H. Trautmann, C. Grimme, in: for the Advancement of Artificial Intelligence (AAAI) Association (Ed.), Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM), AAAI Press, Palo Alto, CA, USA, 2022, pp. 1–10.
LibreCat
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J.S. Pohl, D. Assenmacher, M. Seiler, H. Trautmann, C. Grimme, in: for the Advancement of Artificial Intelligence (AAAI) Association (Ed.), Workshop Proceedings of the 16$^th$ International Conference on Web and Social Media (ICWSM), AAAI Press, Palo Alto, CA, USA, 2022, pp. 1–10.
2022 | Journal Article | LibreCat-ID: 46309
Process-Oriented Stream Classification Pipeline: A Literature Review
L. Clever, J.S. Pohl, J. Bossek, P. Kerschke, H. Trautmann, Applied Sciences 12 (2022) 1–44.
LibreCat
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L. Clever, J.S. Pohl, J. Bossek, P. Kerschke, H. Trautmann, Applied Sciences 12 (2022) 1–44.
2022 | Conference Paper | LibreCat-ID: 46305
On the Potential of Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimization Problems
J. Rook, H. Trautmann, J. Bossek, C. Grimme, in: J. Fieldsend, M. Wagner (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2022, pp. 356–359–356–359.
LibreCat
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J. Rook, H. Trautmann, J. Bossek, C. Grimme, in: J. Fieldsend, M. Wagner (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association for Computing Machinery, New York, NY, USA, 2022, pp. 356–359–356–359.
2022 | Conference Paper | LibreCat-ID: 46302
BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems
J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, H. Trautmann, in: G. Rudolph, A. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tušar (Eds.), Parallel Problem Solving from Nature — PPSN XVII, Springer International Publishing, Cham, 2022, pp. 192–206.
LibreCat
J. Heins, J. Rook, L. Schäpermeier, P. Kerschke, J. Bossek, H. Trautmann, in: G. Rudolph, A. Kononova, H. Aguirre, P. Kerschke, G. Ochoa, T. Tušar (Eds.), Parallel Problem Solving from Nature — PPSN XVII, Springer International Publishing, Cham, 2022, pp. 192–206.
2022 | Conference Paper | LibreCat-ID: 55337
“Mama Always Had a Way of Explaining Things So I Could Understand”: A Dialogue Corpus for Learning to Construct Explanations
H. Wachsmuth, M. Alshomary, in: N. Calzolari, C.-R. Huang, H. Kim, J. Pustejovsky, L. Wanner, K.-S. Choi, P.-M. Ryu, H.-H. Chen, L. Donatelli, H. Ji, S. Kurohashi, P. Paggio, N. Xue, S. Kim, Y. Hahm, Z. He, T.K. Lee, E. Santus, F. Bond, S.-H. Na (Eds.), Proceedings of the 29th International Conference on Computational Linguistics, International Committee on Computational Linguistics, Gyeongju, Republic of Korea, 2022, pp. 344–354.
LibreCat
H. Wachsmuth, M. Alshomary, in: N. Calzolari, C.-R. Huang, H. Kim, J. Pustejovsky, L. Wanner, K.-S. Choi, P.-M. Ryu, H.-H. Chen, L. Donatelli, H. Ji, S. Kurohashi, P. Paggio, N. Xue, S. Kim, Y. Hahm, Z. He, T.K. Lee, E. Santus, F. Bond, S.-H. Na (Eds.), Proceedings of the 29th International Conference on Computational Linguistics, International Committee on Computational Linguistics, Gyeongju, Republic of Korea, 2022, pp. 344–354.
2022 | Conference Paper | LibreCat-ID: 34067
Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning
M. Sengupta, M. Alshomary, H. Wachsmuth, in: Proceedings of the 2022 Workshop on Figurative Language Processing, 2022.
LibreCat
M. Sengupta, M. Alshomary, H. Wachsmuth, in: Proceedings of the 2022 Workshop on Figurative Language Processing, 2022.
2022 | Conference Paper | LibreCat-ID: 35674
Jupyter Notebooks for Teaching, Learning, and Doing Data Science
F.Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, C. Schulte, in: S.A. Peters, L. Zapata-Cardona, F. Bonafini, A. Fan (Eds.), Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics, International Association for Statistical Education, 2022.
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F.Y. Fleischer, S. Hüsing, R. Biehler, S. Podworny, C. Schulte, in: S.A. Peters, L. Zapata-Cardona, F. Bonafini, A. Fan (Eds.), Bridging the Gap: Empowering and Educating Today’s Learners in Statistics. Proceedings of the Eleventh International Conference on Teaching Statistics, International Association for Statistical Education, 2022.
2022 | Journal Article | LibreCat-ID: 35672
Teaching and Learning Data-Driven Machine Learning with Educationally Designed Jupyter Notebooks
F.Y. Fleischer, R. Biehler, C. Schulte, Statistics Education Research Journal 21 (2022).
LibreCat
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F.Y. Fleischer, R. Biehler, C. Schulte, Statistics Education Research Journal 21 (2022).
2022 | Journal Article | LibreCat-ID: 34716
A Comprehensive Study on Face Recognition Biases Beyond Demographics
P. Terhörst, J.N. Kolf, M. Huber, F. Kirchbuchner, N. Damer, A.M. Moreno, J. Fierrez, A. Kuijper, IEEE Transactions on Technology and Society 3 (2022) 16–30.
LibreCat
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P. Terhörst, J.N. Kolf, M. Huber, F. Kirchbuchner, N. Damer, A.M. Moreno, J. Fierrez, A. Kuijper, IEEE Transactions on Technology and Society 3 (2022) 16–30.
2022 | Conference Paper | LibreCat-ID: 34710
Verification of Sitter Identity Across Historical Portrait Paintings by Confidence-aware Face Recognition
M. Huber, P. Terhörst, A.T. Luu, F. Kirchbuchner, N. Damer, in: 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, IEEE, 2022, pp. 938–944.
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M. Huber, P. Terhörst, A.T. Luu, F. Kirchbuchner, N. Damer, in: 26th International Conference on Pattern Recognition, ICPR 2022, Montreal, QC, Canada, August 21-25, 2022, IEEE, 2022, pp. 938–944.
2022 | Journal Article | LibreCat-ID: 34709
An Attack on Facial Soft-Biometric Privacy Enhancement
D.O. Roig, C. Rathgeb, P. Drozdowski, P. Terhörst, V. Struc, C. Busch, IEEE Trans. Biom. Behav. Identity Sci. 4 (2022) 263–275.
LibreCat
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D.O. Roig, C. Rathgeb, P. Drozdowski, P. Terhörst, V. Struc, C. Busch, IEEE Trans. Biom. Behav. Identity Sci. 4 (2022) 263–275.
2022 | Dissertation | LibreCat-ID: 34041
Frameworks and Methodologies for Search-based Approximate Logic Synthesis
L.M. Witschen, Frameworks and Methodologies for Search-Based Approximate Logic Synthesis, 2022.
LibreCat
| DOI
L.M. Witschen, Frameworks and Methodologies for Search-Based Approximate Logic Synthesis, 2022.
2022 | Conference Paper | LibreCat-ID: 37554
Survey on methods for early prototyping and validation of technical product ideas
L. Asmar, K. Grigoryan, A. Kuhn, R. Dumitrescu, in: 2022 IEEE 20th International Conference on Industrial Informatics (INDIN), IEEE, 2022.
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L. Asmar, K. Grigoryan, A. Kuhn, R. Dumitrescu, in: 2022 IEEE 20th International Conference on Industrial Informatics (INDIN), IEEE, 2022.
2022 | Conference Paper | LibreCat-ID: 37550
Ein Ansatz zur Strukturierung von KI-Assistenzen im Model-Based Systems Engineering
L. Kaiser, E. Schräder, R. Bernijazov, M. Foullois, R. Dumitrescu, in: W. Koch, D. Wilke, S. Dreiseitel, R. Kaffenberger, Gesellschaft für Systems Engineering e.V. (Eds.), Tag Des Systems Engineering, Bremen, 2022.
LibreCat
L. Kaiser, E. Schräder, R. Bernijazov, M. Foullois, R. Dumitrescu, in: W. Koch, D. Wilke, S. Dreiseitel, R. Kaffenberger, Gesellschaft für Systems Engineering e.V. (Eds.), Tag Des Systems Engineering, Bremen, 2022.
2022 | Conference Paper | LibreCat-ID: 38158
Supporting Geometry Learning Digitally-an Interdisciplinary Project to Foster Spatial Competences and Individual Learning Paths by Using Adaptable Algorithmic Feedback Capabilities
F. Winkelnkemper, T. Huhmann, D. Bechinie, K. Eilerts, M. Lenke, C. Schulte, in: Society for Information Technology & Teacher Education International Conference, 2022, pp. 1407–1413.
LibreCat
F. Winkelnkemper, T. Huhmann, D. Bechinie, K. Eilerts, M. Lenke, C. Schulte, in: Society for Information Technology & Teacher Education International Conference, 2022, pp. 1407–1413.
2022 | Book Chapter | LibreCat-ID: 39080
Digitalisierung als Chance und Herausforderung - Bemerkungen aus der Didaktik der Informatik
C. Schulte, F. Winkelnkemper, in: Theologie Im Übergang - Identität - Digitalisierung - Dialog, Herder, Freiburg im Breisgau, 2022, pp. 117–135.
LibreCat
C. Schulte, F. Winkelnkemper, in: Theologie Im Übergang - Identität - Digitalisierung - Dialog, Herder, Freiburg im Breisgau, 2022, pp. 117–135.
2022 | Conference Paper | LibreCat-ID: 38160
SUPPORTING GEOMETRY LEARNING DIGITALLY THROUGH ADAPTABLE ALGORITHMIC FEEDBACK-CHALLENGES AND SOLUTIONS
T. Huhmann, F. Winkelnkemper, in: EDULEARN22 Proceedings, 2022, pp. 10017–10026.
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| DOI
T. Huhmann, F. Winkelnkemper, in: EDULEARN22 Proceedings, 2022, pp. 10017–10026.
2022 | Journal Article | LibreCat-ID: 38162
Pentomino Digital - Mit Einer App Geometrie Lernen
T. Huhmann, K. Eilerts, F. Winkelnkemper, Mathematik Differenziert (2022) 42–45.
LibreCat
T. Huhmann, K. Eilerts, F. Winkelnkemper, Mathematik Differenziert (2022) 42–45.
2022 | Journal Article | LibreCat-ID: 34617
Stating Comparison Score Uncertainty and Verification Decision Confidence Towards Transparent Face Recognition
M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, 33nd British Machine Vision Conference 2022 (2022).
LibreCat
| DOI
M. Huber, P. Terhörst, F. Kirchbuchner, N. Damer, A. Kuijper, 33nd British Machine Vision Conference 2022 (2022).