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- 2022
- Published
Assured Deep Multi-Agent Reinforcement Learning for Safe Robotic Systems
Riley, J., Calinescu, R., Paterson, C., Kudenko, D. & Banks, A., 19 Jul 2022, Agents and Artificial Intelligence : 13th International Conference, ICAART 2021, Virtual Event, February 4–6, 2021, Revised Selected Papers. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 158-180 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13251 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Greedy Algorithm to Compute Arrangements of Lines in the Projective Plane
Cuntz, M., Jul 2022, In: Discrete & computational geometry. 68, 1, p. 107-124 18 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Parallel multiphysics simulation for the stabilized Optimal Transportation Meshfree (OTM) method
Kumar, S., Gosselet, P., Huang, D., Weißenfels, C. & Wriggers, P., Jul 2022, In: Journal of computational science. 62, 101739.Research output: Contribution to journal › Article › Research › peer review
- Published
QuoteKG: A Multilingual Knowledge Graph of Quotes
Kuculo, T., Gottschalk, S. & Demidova, E., 31 May 2022, The Semantic Web : 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 – June 2, 2022, Proceedings. Groth, P., Vidal, M-E., Suchanek, F., Szekley, P., Kapanipathi, P., Pesquita, C., Skaf-Molli, H. & Tamper, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 353-369 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13261 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Creation of Human-friendly Videos for Debugging Automated GUI-Tests
Shi, J. & Schneider, K., 10 May 2022, Testing Software and Systems - 33rd IFIP WG 6.1 International Conference, ICTSS 2021, Proceedings: 33rd IFIP WG 6.1 International Conference, ICTSS 2021, London, UK, November 10–12, 2021, Proceedings. Clark, D., Menendez, H. & Cavalli, A. R. (eds.). Cham, p. 141-147 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13045 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Classifying the Degree of Bark Beetle-Induced Damage on Fir (Abies mariesii) Forests, from UAV-Acquired RGB Images
Leidemer, T., Gonroudobou, O. B. H., Nguyen, H. T., Ferracini, C., Burkhard, B., Diez, Y. & Lopez Caceres, M. L., 18 Apr 2022, In: Computation. 10, 4, 63.Research output: Contribution to journal › Article › Research › peer review
- Published
LG4AV: Combining Language Models and Graph Neural Networks for Author Verification
Stubbemann, M. & Stumme, G., 7 Apr 2022, Advances in Intelligent Data Analysis XX: 20th International Symposium on Intelligent Data Analysis, IDA 2022, Rennes, France, April 20–22, 2022, Proceedings. Bouadi, T., Fromont, E. & Hüllermeier, E. (eds.). Cham, p. 315-326 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13205 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
How to Identify Changing Contexts of Use with Creativity Workshops: An Experience Report
Brunotte, W., Nagel, L., Schneider, K. & Klünder, J. A., 20 Mar 2022, Sense, Feel, Design: INTERACT 2021 IFIP TC 13 Workshops, Revised Selected Papers. Ardito, C., Lanzilotti, R., Malizia, A., Larusdottir, M., Spano, L. D., Campos, J., Hertzum, M., Mentler, T., Abdelnour Nocera, J., Piccolo, L., Sauer, S. & van der Veer, G. (eds.). Springer Nature Switzerland AG, p. 88-97 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13198 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Study on the Mental Models of Users Concerning Existing Software
Anders, M., Obaidi, M., Paech, B. & Schneider, K., 9 Mar 2022, Requirements Engineering: Foundation for Software Quality - 28th International Working Conference, Proceedings. Gervasi, V. & Vogelsang, A. (eds.). p. 235-250 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13216 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Quo Vadis, Explainability? A Research Roadmap for Explainability Engineering
Brunotte, W., Chazette, L., Klös, V. & Speith, T., 9 Mar 2022, Requirements Engineering: Foundation for Software Quality : 28th International Working Conference, REFSQ 2022, Birmingham, UK, March 21–24, 2022, Proceedings. Gervasi, V. & Vogelsang, A. (eds.). Cham: Springer Nature Switzerland AG, p. 26-32 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13216 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Parameterized View on the Complexity of Dependence Logic.
Kontinen, J., Meier, A. & Mahmood, Y., 2022, Logical Foundations of Computer Science: International Symposium, LFCS 2022, Deerfield Beach, FL, USA, January 10-13, 2022, Proceedings.. Artemov, S. & Nerode, A. (eds.). Cham, p. 125-142 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13137 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Classification of Guitar Effects and Extraction of Their Parameter Settings from Instrument Mixes Using Convolutional Neural Networks.
Hinrichs, R., Gerkens, K. & Ostermann, J., 2022, Artificial Intelligence in Music, Sound, Art and Design: 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings. Martins, T., Rodríguez-Fernández, N. & Rebelo, S. M. (eds.). p. 101-116 16 p. (Lecture Notes in Computer Science (LNCS); vol. 13221).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Clustering Semantic Predicates in the Open Research Knowledge Graph
Arab Oghli, O., D’Souza, J. & Auer, S., 2022, From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries - 24th International Conference on Asian Digital Libraries, ICADL 2022, Proceedings. Tseng, Y-H., Katsurai, M. & Nguyen, H. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 477-484 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13636 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Easy Semantification of Bioassays
Anteghini, M., D’Souza, J., dos Santos, V. A. P. M. & Auer, S., 2022, AIxIA 2021 – Advances in Artificial Intelligence - 20th International Conference of the Italian Association for Artificial Intelligence, Revised Selected Papers. Bandini, S., Gasparini, F., Mascardi, V., Palmonari, M. & Vizzari, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 198-212 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13196 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Enriching Scholarly Knowledge with Context
Haris, M., Stocker, M. & Auer, S., 2022, Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. Di Noia, T., Ko, I-Y., Schedl, M. & Ardito, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 148-161 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13362 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Integration of Cybersecurity Related Development Processes by Using a Quantification Method
Noun, H., Rehm, F., Zeller, G., Rajesh, G. & Lachmayer, R., 2022, Science of Cyber Security - 4th International Conference, SciSec 2022, Revised Selected Papers. Su, C., Sakurai, K. & Liu, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 233-242 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13580 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Leibniz Data Manager: A Research Data Management System
Beer, A., Brunet, M., Srivastava, V. & Vidal, M. E., 2022, The Semantic Web: ESWC 2022 Satellite Events - Proceedings. Groth, P., Rula, A., Schneider, J., Tiddi, I., Simperl, E., Alexopoulos, P., Hoekstra, R., Alam, M., Dimou, A., Tamper, M. & Tamper, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 73-77 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13384 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Multi-fairness Under Class-Imbalance
Roy, A., Iosifidis, V. & Ntoutsi, E., 2022, Discovery Science: 25th International Conference, DS 2022, Montpellier, France, October 10–12, 2022, Proceedings. Pascal, P. & Ienco, D. (eds.). p. 286-301 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13601).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Predicting Knowledge Gain for MOOC Video Consumption
Otto, C., Stamatakis, M., Hoppe, A. & Ewerth, R., 2022, Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners’ and Doctoral Consortium : 23rd International Conference, AIED 2022, Durham, UK, July 27–31, 2022, Proceedings, Part II. Rodrigo, M. M., Matsuda, N., Cristea, A. I. & Dimitrova, V. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 2. p. 458-462 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13356 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SailFAIL: Model-Derived Simulation-Assisted ISA-Level Fault-Injection Platforms.
Dietrich, C., Bargholz, M., Loeck, Y., Budoj, M., Nedaskowskij, L. & Lohmann, D., 2022, Computer Safety, Reliability, and Security - 41st International Conference, SAFECOMP 2022, Proceedings: Computer Safety, Reliability, and Security. Trapp, M., Saglietti, F., Spisländer, M. & Bitsch, F. (eds.). p. 207-221 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13414 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review