Department of Advanced Computing Sciences

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    Paul-Henri Spaaklaan1, PHS1

    6229 EN Maastricht

    Netherlands

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  • 2023

    Clustering Individuals Based on Multivariate EMA Time-Series Data

    Ntekouli, M., Spanakis, G., Waldorp, L. & Roefs, A., 2023, Quantitative Psychology. Wiberg, M., Molenaar, D., Gonzalez, J., Kim, J-S. & Hwang, H. (eds.). Springer, Cham, p. 161-171 11 p. (Springer Proceedings in Mathematics and Statistics, Vol. 422).

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

  • COVID-19 Diagnosis in 3D Chest CT Scans with Attention-Based Models

    Hartmann, K. & Hortal, E., 2023, Artificial Intelligence in Medicine: AIME 2023. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer, Cham, Vol. 13897. p. 229-238 (Lecture Notes in Computer Science, Vol. 13897).

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

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  • Explaining Search Result Stances to Opinionated People

    Wu, Z., Draws, T., Cau, F., Barile, F., Rieger, A. & Tintarev, N., 2023, Explainable Artificial Intelligence. Longo, L. (ed.). Springer, p. 573-596 24 p. (Communications in Computer and Information Science, Vol. 1902).

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

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  • Interpretable and Reliable Rule Classification Based on Conformal Prediction

    Abdelqader, H., Smirnov, E., Pont, M. & Geijselaers, M., 2023, MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I. Koprinska, I., Mignone, P., Guidotti, R., Jaroszewicz, S., Froning, H., Gullo, F., Ferreira, PM., Roqueiro, D., Ceddia, G., Nowaczyk, S., Gama, J., Ribeiro, R., Gavalda, R., Masciari, E., Ras, Z., Ritacco, E., Naretto, F., Theissler, A., Biecek, P., Verbeke, W., Schiele, G., Pernkopf, F., Blott, M., Bordino, I., Danesi, IL., Ponti, G., Severini, L., Appice, A., Andresini, G., Medeiros, I., Graca, G., Cooper, L., Ghazaleh, N., Richiardi, J., Saldana, D., Sechidis, K., Canakoglu, A., Pido, S., Pinoli, P., Bifet, A. & Pashami, S. (eds.). Springer International Publishing AG, Vol. 1752. p. 385-401 17 p. (Communications in Computer and Information Science, Vol. 1752).

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

  • Measuring Board Game Distance

    Stephenson, M., Soemers, D. J. N. J., Piette, É. & Browne, C., 1 Jan 2023, Computers and Games - International Conference, CG 2022, Revised Selected Papers. Browne, C., Kishimoto, A. & Schaeffer, J. (eds.). Springer Verlag, Vol. 13865 LNCS. p. 121-130 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13865 LNCS).

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

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  • Morphing Rectangular Duals

    Chaplick, S., Kindermann, P., Klawitter, J., Rutter, I. & Wolff, A., 2023, Graph Drawing and Network Visualization (GD 2022). Angelini, P. & von Hanxleden, R. (eds.). Springer, Cham, Vol. 13764. p. 389-403 Chapter 28. (Lecture Notes in Computer Science, Vol. 13764).

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

  • Multi-Modal Embeddings for Isolating Cross-Platform Coordinated Information Campaigns on Social Media

    Barbero, F., op den Camp, S., van Kuijk, K., Soto Garcia-Delgado, C., Spanakis, G. & Iamnitchi, A., Nov 2023, Disinformation in Open Online Media: MISDOOM 2023. Ceolin, D., Caselli, T. & Tulin, M. (eds.). Springer Nature, p. 14-28 15 p. (Lecture Notes in Computer Science, Vol. 14397).

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

    Open Access

  • Multi-view Semi-supervised Learning Using Privileged Information

    Smirnov, E., Delava, R., Diris, R. & Nikolaev, N., 1 Jan 2023, Engineering Applications of Neural Networks - 24th International Conference, EAAAI/EANN 2023, Proceedings. Iliadis, L., Maglogiannis, I., Alonso, S., Jayne, C. & Pimenidis, E. (eds.). Springer, Vol. 1826 CCIS. p. 144-152 9 p. (Communications in Computer and Information Science, Vol. 1826 CCIS).

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

  • Snakes and Ladders: A Treewidth Story

    Chaplick, S., Kelk, S., Meuwese, R., Mihalák, M. & Stamoulis, G., 2023, Graph-Theoretic Concepts in Computer Science: 49th International Workshop, WG 2023, Fribourg, Switzerland, June 28–30, 2023, Revised Selected Papers. Springer, Cham, p. 187-200 (Lecture Notes in Computer Science, Vol. 14093).

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

  • Solving Impartial SET Using Knowledge and Combinatorial Game Theory

    Uiterwijk, J. W. H. M. & Hufkens, L. V., 1 Jan 2023, Computers and Games: International Conference, CG 2022, Revised Selected Papers. Browne, C., Kishimoto, A. & Schaeffer, J. (eds.). Springer Verlag, Vol. 13865 LNCS. p. 97-108 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13865 LNCS).

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

  • Specificity and context dependent preferences in argumentation systems

    Roos, N., 4 Aug 2023, Artificial Intelligence and Machine Learning. Calders, T., Vens, C., Lijffijt, J. & Goethals, B. (eds.). Springer, Cham, Vol. 1805. p. 112-132 16 p. (Communications in Computer and Information Science, Vol. 1805).

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

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  • Testing Upward Planarity of Partial 2-Trees

    Chaplick, S., Di giacomo, E., Frati, F., Ganian, R., Raftopoulou, C. N. & Simonov, K., 2023, Graph Drawing and Network Visualization (GD 2022). Angelini, P. & von Hanxleden, R. (eds.). Springer, Cham, Vol. 13764. p. 175-187 Chapter 13. (Lecture Notes in Computer Science, Vol. 13764).

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

  • Transfer Reinforcement Learning Based Negotiating Agent Framework

    Chen, S., Yang, T., You, H., Zhao, J., Hao, J. & Weiss, G., 1 Jan 2023, Advances in Knowledge Discovery and Data Mining: 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Proceedings. Kashima, H., Ide, T. & Peng, W-C. (eds.). Springer Verlag, Vol. 13936 LNCS. p. 386-397 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13936 LNCS).

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

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  • Viewpoint Diversity in Search Results

    Draws, T., Roy, N., Inel, O., Rieger, A., Hada, R., Yalcin, M. O., Timmermans, B. & Tintarev, N., 2023, Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings: Proceedings Part 1 ECIR 2023: European Conference on Information Retrieval. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Springer International Publishing AG, Vol. 13980. p. 279-297 19 p. (Lecture Notes in Computer Science, Vol. 13980).

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

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  • Which Rules for Mu Torere?

    Browne, C., 1 Jan 2023, Computers and Games: International Conference, CG 2022, Revised Selected Papers. Browne, C., Kishimoto, A. & Schaeffer, J. (eds.). Springer Verlag, Vol. 13865 LNCS. p. 111-120 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13865 LNCS).

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

  • 2024

    Evaluation of Human-Understandability of Global Model Explanations Using Decision Tree

    Sivaprasad, A., Reiter, E., Tintarev, N. & Oren, N., 2024, Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, 2023, Proceedings. Nowaczyk, S., Biecek, P., Chung, N. C., Vallati, M., Skruch, P., Jaworek-Korjakowska, J., Parkinson, S., Nikitas, A., Atzmüller, M., Kliegr, T., Schmid, U., Bobek, S., Lavrac, N., Peeters, M., van Dierendonck, R., Robben, S., Mercier-Laurent, E., Kayakutlu, G., Owoc, M. L., Mason, K., Wahid, A., Bruno, P., Calimeri, F., Cauteruccio, F., Terracina, G., Wolter, D., Leidner, J. L., Kohlhase, M. & Dimitrova, V. (eds.). Springer, Vol. 1947. p. 43-65 23 p. (Communications in Computer and Information Science, Vol. 1947).

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

    Open Access

  • Explanations for Groups

    Felfernig, A., Tintarev, N., Trang Tran, T. N. & Stettinger, M., 1 Jan 2024, Group Recommender Systems: An Introduction. Springer, p. 109-131 23 p. (Signals and Communication Technology, Vol. Part F1811).

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