Algorithms

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  • 2024

    Algorithms and Turing Kernels for Detecting and Counting Small Patterns in Unit Disk Graphs

    Nederlof, J. & Szilágyi, K., 21 Jan 2024, SOFSEM 2024: Theory and Practice of Computer Science: Theory and Practice of Computer Science - 49th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2024, Proceedings. Fernau, H., Gaspers, S. & Klasing, R. (eds.). 1 ed. Cham: Springer, p. 413–426 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14519 LNCS).

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  • Deplatforming and deplatformization as governance strategies

    van Dijck, J., de Winkel, T. & Schaefer, M., 2024, Handbook of Media and Communication Governance. Edward Elgar Publishing, p. 500-513

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  • Inside Datafication: Entrepreneurial Research for Investigating Emerging Data Practices

    Schaefer, M., 2 Sept 2024, Collaborative Research in the Datafied Society: Methods and Practices of Investigation and Intervention. Amsterdam University Press, p. 61-86

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  • Parameterized Algorithms for Covering by Arithmetic Progressions

    Bliznets, I., Nederlof, J. & Szilágyi, K., 21 Jan 2024, SOFSEM 2024: Theory and Practice of Computer Science: Theory and Practice of Computer Science - 49th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2024, Proceedings. Fernau, H., Gaspers, S. & Klasing, R. (eds.). 1 ed. Cham: Springer, p. 125–138 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14519 LNCS).

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  • 2023

    Angewandte Ethik für Daten- und KI-Projekte in der öffentlichen Verwaltung

    Translated title of the contribution: Applied Ethics for Data and AI Projects in Public AdministrationClausen, N. & Schaefer, M., 2023, Handbuch Digitalisierung der Verwaltung. Krause, T. A., Schachtner, C. & Thapa, B. E. P. (eds.). transcript Verlag, p. 233 251 p.

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  • Machine Learning—Evaluation (Cross-validation, Metrics, Importance Scores...)

    Qahtan, H., 5 Nov 2023, Clinical Applications of Artificial Intelligence in Real-World Data. Asselbergs, F. W., Denaxas, S., Oberski, D. L. & Moore, J. H. (eds.). 1 ed. Cham: Springer, p. 175–187

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  • 2021

    Covering a set of line segments with a few squares

    Gudmundsson, J., van de Kerkhof, M., van Renssen, A., Staals, F., Wiratma, L. & Wong, S., 5 May 2021, Algorithms and Complexity: 12th International Conference, CIAC 2021, Virtual Event, May 10–12, 2021, Proceedings. Calamoneri, T. & Corò, F. (eds.). 1 ed. Springer, p. 286-299 14 p. (Lecture Notes in Computer Science; vol. 12701).

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  • Mining Dense Subgraphs with Similar Edges

    Rozenshtein, P., Preti, G., Gionis, A. & Velegrakis, Y., 25 Feb 2021, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). 1 ed. Cham: Springer, p. 20-36 17 p. (Lecture Notes in Computer Science ; vol. 12459 ).

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  • Terrain Prickliness: Theoretical Grounds for High Complexity Viewsheds

    Acharyya, A., Jallu, R., Löffler, M., Meijer, G., Saumell, M., I. Silveira, R., Staals, F. & Raj Tiwary, H., 2021, 11th International Conference on Geographic Information Science (GIScience 2021). Janowicz, K. & Verstegen, J. A. (eds.). Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Vol. 2. p. 10:1-10:16 (Leibniz International Proceedings in Informatics (LIPIcs); vol. 208).

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  • Towards Minimally Conscious Cyber-Physical Systems: A Manifesto

    Wiedermann, J. & van Leeuwen, J., 2021, SOFSEM 2021: Theory and Practice of Computer Science: 47th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2021, Bolzano-Bozen, Italy, January 25–29, 2021, Proceedings. Bureš, T., Dondi, R., Gamper, J., Guerrini, G., Jurdzinski, T., Pahl, C., Sikora, F. & Wong, P. W. (eds.). 1 ed. Springer, p. 43-55 13 p. (Lecture Notes in Computer Science ; vol. 12607 ).

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  • 2020

    Fast Algorithms for Join Operations on Tree Decompositions

    van Rooij, J. M. M., 20 Apr 2020, Treewidth, Kernels, and Algorithms: Essays Dedicated to Hans L. Bodlaender on the Occasion of His 60th Birthday. Fomin, F. V., Kratsch, S. & van Leeuwen, E. J. (eds.). Springer, p. 262-297 36 p. (LNCS; vol. 12160).

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  • Real-Time Outlier Detection in Time Series Data of Water Sensors

    van de Wiel, L., van Es, D. & Feelders, A. J., 2020, Advanced Analytics and Learning on Temporal Data: AALTD 2020. Lemaire, V., Malinowski, S., Bagnall, A., Guyet, T., Tavenard, R. & Ifrim, G. (eds.). Springer, Vol. 12588. p. 155-170 16 p.

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  • 2019

    10 Reasons to get interested in graph drawing

    Binucci, C., Brandes, U., Dwyer, T., Gronemann, M., Hanxleden, R. V., van Kreveld, M. J., Mutzel, P., Schaefer, M., Schreiber, F. & Speckmann, B., 2019, Computing and software science: state of the art and perspectives. Steffen, B. & Woeginger, G. (eds.). Cham: Springer, p. 85-104 20 p. (Lecture notes in computer science; vol. 10000).

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  • 2018

    Epistemic Computation and Artificial Intelligence

    Wiedermann, J. & van Leeuwen, J., 2018, Philosophy and Theory of Artificial Intelligence 2017: PT-AI: 3rd Conference on "Philosophy and Theory of Artificial Intelligence". Muller, V. C. (ed.). Springer, p. 215-224 10 p. (Studies in Applied Philosophy, Epistemology and Rational Ethics (SAPERE); vol. 44).

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  • Heuristics in Permutation GOMEA for Solving the Permutation Flowshop Scheduling Problem

    Aalvanger, G. H., Luong, N. H., Bosman, P. A. N. & Thierens, D., 22 Aug 2018, Lecture Notes in Computer Science, vol 11101. Springer, p. 146-157 Chapter 12. (Parallel Problem Solving from Nature – PPSN XV; vol. 11101).

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  • The curse of ties in congestion games with limited lookahead

    Groenland, C. & Schafer, G., 2018, Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1941-1943 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • The Predicament of Truth: on Statistics, Causality, Physics and the Philosophy of Science

    Starmans, R. J. C. M., 2018, Mark J. Van der Laan & Sherri Rose (Eds.), Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies. Springer Series in Statistics, Springer.. Springer, 22 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • 2017

    Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks

    Conaty, D., Maua, D. D. & de Campos, C., Aug 2017, Proceedings of The 33rd Conference on Uncertainty in Artificial Intelligence. AUAI Press

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  • Arguing with Stories

    Bex, F. J. & Bench-Capon, T., 2017, Narration as Argument. Olmos, P. (ed.). Springer, p. 31-45 (Argumentation Library).

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  • Credal Sum-Product Networks

    Maua, D. D., Cozman, F. G., Conaty, D. & de Campos, C. P., 2017, ISIPTA'17: Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications. p. 205-216 12 p. (Proceedings of Machine Learning Research).

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  • Defining the structure of arguments with AI models of argumentation

    Wei, B. & Prakken, H., 2017, Argument Technologies: Theory, Analysis, and Applications. Bex, F., Grasso, F., Green, N., Paglieri, F. & Reed, C. (eds.). London: College Publications, p. 1-22 (Studies in Logic and Argumentation; vol. 68).

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  • e-Coaching for Intensive Cardiac Rehabilitation: a Requirement Analysis

    Nooitgedagt, A., Beun, R. J. & Dignum, F. P. M., 2017, PERSUASIVE 2017. 10171 ed. Springer, Vol. LNCS. p. 31-42

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  • Knowledge, Representation, and the Dynamics of Computation

    van Leeuwen, J. & Wiedermann, J., 2017, Representation and Reality in Humans, Other Living Organisms and Intelligent Machines. Dodig-Crnkovic, G. & Giovagnoli, R. (eds.). Springer, p. 69-89 11 p. (Studies in Applied Philosophy, Epistemology and Rational Ethics (SAPERE); vol. 28).

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  • Logics of argumentation and the law

    Prakken, H., 2017, Law and the New Logics. Glenn, P. H. & Smith, L. D. (eds.). Cambridge, UK: Cambridge University Press, p. 3-31 29 p.

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  • Reasoning About Opportunistic Propensity in Multi-agent Systems

    Luo, J., Meyer, J.-J. & Knobbout, M., 2017, Autonomous Agents and Multiagent Systems: AAMAS 2017 Workshops, Best Papers, São Paulo, Brazil, May 8-12, 2017, Revised Selected Papers. Sukthankar, G. & Rodriguez-Aguilar, J. A. (eds.). Cham: Springer, p. 203-221 19 p. (Lecture Notes in Computer Science; vol. 10642)(Lecture Notes in Artificial Intelligence).

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  • 2016

    Judgment aggregation under issue dependencies

    Costantini, M., Groenland, C. & Endriss, U., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 468-474 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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  • Learning Bayesian Networks with Bounded Tree-Width via Guided Search

    Nie, S., de Campos, C. P. & Ji, Q., 2016, The Thirtieth AAAI Conference on Artificial Intelligence. AAAI Press, p. 3294-3300 7 p. (AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Learning Bayesian Networks with Incomplete Data by Augmentation

    Adel, T. & de Campos, C., Dec 2016, Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence. AAAI Press, (AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Learning Treewidth-Bounded Bayesian Networks with Thousands of Variables

    Scanagatta, M., Corani, G., de Campos, C. P. & Zaffalon, M., 12 Aug 2016, Advances in Neural Information Processing Systems 29 (NIPS 2016). NIPS Foundation, Inc

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Statistical Tests for Joint Analysis of Performance Measures

    Benavoli, A. & de Campos, C. P., 8 Jan 2016, Advanced Methodologies for Bayesian Networks. Springer, p. 76-92 17 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • The Advent of Data Science: some considerations on the unreasonable effectiveness of data

    Starmans, R. J. C. M., 2016, Handbook of Big Data: Handbooks of Modern Statistical Methods. Buhlmann, P., Drineas, P., Kane, M. & Van der Laan, M. J. (eds.). New York: Chapman & Hall/CRC, 18 p. (Handbooks of Modern Statistical Methods).

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  • The Multiple Insertion Pyramid: A Fast Parameter-Less Population Scheme.

    den Besten, W., Thierens, D. & Bosman, P. A. N., 2016, Proceedings of International Conference on Parallel Problem Solving from Nature. Springer, Vol. LNCS 9921. p. 48-58

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  • 2015

    Bayesian Confirmation Theory

    Starmans, R. J. C. M., Apr 2015, Woordenboek Filosofie. Willemsen, H. & De Wind, P. (eds.). Antwerpen / Amersfoort: Garant-Uitgevers

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  • Bayesianism

    Starmans, R. J. C. M., 2015, Woordenboek Filosofie. Willemsen, H. & De Wind, P. (eds.). Antwerpen / Amersfoort: Garant-Uitgevers

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  • Bayes Theorem

    Starmans, R. J. C. M., 2015, Woordenboek Filosofie. Willemsen, H. & De Wind, P. (eds.). Antwerpen / Amersfoort: Garant-Uitgevers

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic

  • BDI Logics

    Meyer, J. J. C., Broersen, J. M. & Herzig, A., 2015, Handbook of Logics of Knowledge and Belief . van Ditmarsch, H., Halpern, J. Y., van der Hoek, W. & Kooi, B. (eds.). College Publications, p. 453-498 46 p.

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  • Contextualized Planning Using Social Practices

    Dignum, V. & Dignum, F. P. M., 2015, Coordination, Organisations, Institutions and Norms in Agent Systems X: COIN 2014 International Workshops, COIN@AAMAS, Paris, France, May 6, 2014, COIN@PRICAI, Gold Coast, QLD, Australia, December 4, 2014, Revised Selected Papers. Oren, N., Telang, P., Thangarajah, J. & Ghose, A. (eds.). Springer, p. 36-52 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9372).

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  • Extended Tree Augmented Naive Classifier

    Polpo de Campos, C., Cuccu, M., Corani, G. & Zaffalon, M., 2015, Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings. Springer, Vol. LNAI 8754. p. 176-189 14 p. (Lecture Notes in Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Formalising debates about law-making proposals as practical reasoning

    Prakken, H., 15 Oct 2015, Logic in the Theory and Practice of Lawmaking. Araszkiewicz, M. & Płeszka, K. (eds.). 1 ed. Springer, p. 301-321 21 p. ( Legisprudence Library; vol. 2).

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  • Learning Bayesian Networks with Thousands of Variables

    Scanagatta, M., de Campos, C. P., Corani, G. & Zaffalon, M., Dec 2015, Advances in Neural Information Processing Systems 28 (NIPS 2015). NIPS Foundation, Inc, p. 1855-1863 9 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Learning Bounded Tree-Width Bayesian Networks via Sampling

    Nie, S., de Campos, C. P. & Ji, Q., 12 Jul 2015, Symbolic and Quantitative Approaches to Reasoning with Uncertainty. Springer, Vol. 9161. p. 387-396 10 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • Min-BDeu and Max-BDeu Scores for Learning Bayesian Networks

    Scanagatta, M., Polpo de Campos, C. & Zaffalon, M., 2015, Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings. Springer, Vol. LNAI 8754. p. 426-441 16 p. (Lecture Note in Artificial Intelligency).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • On Formalizing Opportunism Based on Situation Calculus

    Luo, J., Meyer, J. J. C. & Dignum, F. P. M., 15 Nov 2015, Advances in Social Computing and Multiagent Systems: 6th International Workshop on Collaborative Agents Research and Development, CARE 2015 and Second International Workshop on Multiagent Foundations of Social Computing, MFSC 2015, Istanbul, Turkey, May 4, 2015, Revised Selected Papers. Koch, F., Guttmann, C. & Busquets, D. (eds.). Springer, p. 147-166 20 p. (Communications in Computer and Information Science; vol. 541).

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  • The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages

    Maua, D. D., de Campos, C. P. & Cozman, F. G., 2015, Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI). International Joint Conferences on Artificial Intelligence, p. 889-895 7 p.

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  • The Likelihood

    Starmans, R. J. C. M., 2015, Woordenboek Filosofie. Willemsen, H. & De Wind, P. (eds.). Antwerpen / Amersfoort: Garant-Uitgevers

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic

  • 2014

    Action, Failure and Free Will Choice in Stit Logic

    Broersen, J. M. & Meyer, J.-J., 2014, Epistemology, Context and Formalism. Lihoreau, F. & Rebuschi, M. (eds.). Springer, p. 141-168

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  • Advances in Learning Bayesian Networks of Bounded Treewidth

    Nie, S., Maua, D. D., Polpo de Campos, C. & Ji, Q., Jan 2014, Advances in Neural Information Processing Systems 27: 28th Annual Conference on Neural Information Processing Systems 2014. Curran Associates Inc., Vol. 3. p. 2285-2293 9 p.

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  • Algorithms for Hidden Markov Models With Imprecisely Specified Parameters

    Mauá, D. D., de Campos, C. P. & Antonucci, A., Oct 2014, 2014 Brazilian Conference on Intelligent Systems (BRACIS). IEEE, p. 186-191 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • A maximum entropy approach to learn Bayesian networks from incomplete data

    Corani, G. & Polpo de Campos, C., 2014, Proceedings of the Brazilian Bayesian Statistics Conference. p. 69-82 14 p.

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  • An Algebraic Approach for the Specification and the Verification of Aspect-Oriented Systems

    Sabas, A., Shankar, S., Wiels, V., Meyer, J.-J. C. & Boyer, M., 2014, Handbook of Research on Emerging Advancements and Technologies in Software Engineering . Hershey, Pennsylvania, USA: IGI Global (Information Science Publishing), p. 148 174 p. chapter 8

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