Faculty of Science and Engineering

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    Paul-Henri Spaaklaan1, PHS1

    6229 EN Maastricht

    Netherlands

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  • 2019

    An Overview of the Ludii General Game System

    Stephenson, M., Piette, E., Soemers, D. & Browne, C., 23 Aug 2019, 2019 IEEE CONFERENCE ON GAMES (COG): (COG'19). IEEE, p. 864-865 2 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction

    Maggiolo, M. & Spanakis, G., Apr 2019, Proceedings 27th European Symposium on Artificial Neural Networks, ESANN 2019, Bruges, Belgium, April 24-26, 2019. p. 625-630

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

    Open Access

  • Bayesian Deep Learning with Trust and Distrust in Recommendation Systems

    Rafailidis, D., 2019, WI '19: IEEE/WIC/ACM International Conference on Web Intelligence. Barnaghi, P., Gottlob, G., Manolopoulos, Y., Tzouramanis, T. & Vakali, A. (eds.). p. 18-25 8 p.

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

  • Biasing MCTS with Features for General Games

    Soemers, D., Piette, E. & Browne, C., 11 Jun 2019, IEEE Congress on Evolutionary Computation: (CEC'19). p. 450-457 8 p. 8790141

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

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  • Bridging face and sound modalities through Domain Adaptation Metric Learning

    Athanasiadis, C., Hortal, E. & Asteriadis, S., 2019, ESANN 2019 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. Bruges (Belgium), 24-26 April 2019. p. 385-390

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

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  • Building Change: Domestic Architecture and Identity during the Bronze Age to Iron Age Transition.

    Jazwa, K., 2019, New Approaches and Paradigms in the Study of Greek Architecture. An International Conference/Workshop at Cotsen Hall, ASCSA. 3-5 November 201. Scahill, D. & Sapirstein, P. (eds.). Brill Academic Publishers, p. 151-167

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

  • Can Today's Machine Learning Pass Image-Based Turing Tests?

    Zarras, A., Gerostathopoulos, I. & Méndez Fernández, D., 2019, Information Security. ISC 2019. Lin, Z., Papamanthou, C. & Polychronakis, M. (eds.). Springer, Cham, Vol. 11723. p. 129-148 20 p. (Lecture Notes in Computer Science, Vol. 11723).

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

  • Can Virtual Assistants Produce Recommendations?

    Rafailidis, D. & Manolopoulos, Y., 2019, WIMS2019: Proceedings of the 9th International Conference on Web Intelligence, Mining and Semantics. p. 1-6 6 p. 4

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

  • Comparing Randomization Strategies for Search-Control Parameters in Monte-Carlo Tree Search

    Sironi, C. F. & Winands, M. H. M., Aug 2019, 2019 IEEE Conference on Games (CoG). IEEE, p. 1-8 8 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • Comparison of Activation Times Estimation for Potential-Based ECG Imaging

    Schaufelberger, M., Schuler, S., Bear, L. R., Cluitmans, M., Coll-Font, J., Onak, Ö. N., Dössel, O. & Brooks, D., 2019, Computing in Cardiology (CinC). Vol. 46. p. 1-4 4 p.

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

    Open Access

  • Conformal Prediction for Students' Grades in a Course Recommender System

    Morsomme, R. & Smirnov, E., 2019, Proceedings of Machine Learning Research: Conformal and Probabilistic Prediction and Applications, 9-11 September 2019, Golden Sands, Bulgaria. Vol. 105. p. 196-213 (Proceedings of Machine Learning Research).

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

  • Cross-domain neural-kernel networks

    Mehrkanoon, S., 1 Jan 2019, 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning: BNAIC/BENELEARN 2019. CEUR-WS.org, Vol. 2491. 153783. (CEUR Workshop Proceedings).

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

  • Deep Learning for Robust end-to-end Tone Mapping

    Montulet, R. & Briassouli, A., 2019, British Machine Vision Conference Proceedings.

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

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  • Deep shared representation learning for weather elements forecasting

    Mehrkanoon, S., 1 Jan 2019, CEUR Workshop Proceedings: 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, BNAIC/BENELEARN 2019. Vol. 2491. 153783. (CEUR Workshop Proceedings).

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

  • Ensembles based on conformal instance transfer

    Zhou, S., Smirnov, E. & Schoenmakers, G., 2019, Proceedings of Machine Learning Research: Conformal and Probabilistic Prediction and Applications, 9-11 September 2019, Golden Sands, Bulgaria. Vol. 105. p. 23-42 (Proceedings of Machine Learning Research).

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

    Open Access

  • Explainable Robotics applied to bipedal gait development

    Roos, N. & Sun, Z., 2019, BeNeLux Artificial Intellignce Conference (BNAIC): Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg. CEUR Workshop Proceedings, Vol. 2491. 15 p.

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

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  • Explainable robotics applied to bipedal walking gait development

    Roos, N. & Sun, Z., 1 Jan 2019, Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg: 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, BNAIC/BENELEARN 2019. Vol. 2491. 153783. (CEUR Workshop Proceedings).

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

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  • Exploring the Context of Recurrent Neural Network based Conversational Agents

    Piccini., R. & Spanakis., G., Feb 2019, Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART. Rocha, AP., Steels, L. & VanDenHerik, J. (eds.). SCITEPRESS, p. 347-356 10 p.

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

    Open Access

  • FAIR Principles for Clinical Practice Guidelines in a Learning Health System

    Leung, T. I. & Dumontier, M., 21 Aug 2019, MEDINFO 2019: Health and Wellbeing e-Networks for All. Ohno-Machado, L. & Séroussi, B. (eds.). IOS Press, p. 1690-1691 2 p. (Studies in Health Technology and Informatics, Vol. 264).

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

    Open Access

  • Improving Zero-shot Translation with Language-Independent Constraints

    Pham, N-Q., Niehues, J., Ha, T-L. & Waibel, A., 2019, FOURTH CONFERENCE ON MACHINE TRANSLATION (WMT 2019), VOL 1: RESEARCH PAPERS. p. 13-23 11 p.

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

    Open Access

  • Incremental processing of noisy user utterances in the spoken language understanding task

    Constantin, S., Niehues, J. & Waibel, A., 2019, Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT). Association for Computational Linguistics (ACL), p. 265-274 10 p.

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

    Open Access

  • Iterative Model-based Transfer in Deep Reinforcement Learning

    Neeven, J. & Driessens, K., 8 Nov 2019, Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg. (CEUR Workshop Proceedings, Vol. 2491).

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

    Open Access

  • It's a Match! Reciprocal Recommender System for Graduating Students and Jobs

    Jacobsen, A. & Spanakis, G., Jul 2019, Proceedings of the 12th International Conference on Educational Data Mining, EDM 2019, Montréal, Canada, July 2-5, 2019. Desmarais, M. C., Lynch, C. F., Merceron, A. & Nkambou, R. (eds.). International Educational Data Mining Society, p. 580-583

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

    Open Access

  • Learning Policies from Self-Play with Policy Gradients and MCTS Value Estimates

    Soemers, D., Piette, E., Stephenson, M. & Browne, C., 23 Aug 2019, IEEE Conference on Games: (CoG'19). IEEE, p. 329-336 8 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • Liberal Arts Education, Student-Centered Learning and the Art of Reflective Judgment

    Dekker, T., 27 Sept 2019, Proceedings of Bologna Process Beyond 2020: Fundamental values of the European Higher Education Area.

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

    Open Access

  • LoGANv2: Conditional Style-Based Logo Generation with Generative Adversarial Networks

    Oeldorf, C. & Spanakis, G., Dec 2019, 18th IEEE International Conference On Machine Learning And Applications, ICMLA 2019, Boca Raton, FL, USA, December 16-19, 2019. Wani, M. A., Khoshgoftaar, T. M., Wang, D., Wang, H. & Seliya, N. (eds.). IEEE Xplore, p. 462-468 7 p.

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

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    325 Downloads (Pure)

  • Ludii and XCSP: Playing and Solving Logic Puzzles

    Piette, C., Piette, E., Stephenson, M., Soemers, D. & Browne, C., 23 Aug 2019, IEEE Conference on Games: (CoG'19). IEEE, p. 630-633 4 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • Ludii as a Competition Platform

    Stephenson, M., Piette, E., Soemers, D. & Browne, C., 23 Aug 2019, IEEE Conference on Games: (COG'19). IEEE, p. 634-641 8 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • LUDII - Le Système Ludémique de General Game Playing

    Piette, E., Stephenson, M., Soemers, D., Sironi, C., Winands, M. & Browne, C., 1 Jul 2019, Conférence Nationale en Intelligence Artificielle: (CNIA'19).

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

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  • MindSpaces: Art-driven Adaptive Outdoors and Indoors Design

    Alvanitopoulos, P., Diplaris, S., de Gelder, B., Shvets, A., Benayoun, M., Koulali, P., Moghnieh, A., Shekhawat, Y., Stentoumis, C., Hosmer, T., Anadol, R., Borreguero, M., Martin, A., Sciama, P., Avgerinakis, K., Petrantonakis, P., Briassouli, A., Mille, S., Tellios, A., Fraguada, L., & 13 othersSprengel, H., Kalisperakis, I., Cabanas, N., Nikolopoulos, S., Skouras, S., Vogler, V., Zavraka, D., Piesk, J., Grammatikopoulos, L., Wanner, L., Klein, T., Vrochidis, S. & Kompatsiaris, I., 2019, 9th International Conference on Digital Presentation and Preservation of Cultural and Scientific Heritage (DiPP): DiPP2019. Vol. 9. p. 391-400 10 p. (Digital presentation and preservation of cultural and scientific heritage).

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

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  • Modeling Confidence in Sequence-to-Sequence Models

    Niehues, J. & Pham, N-Q., 2019, Proceedings of the 12th International Conference on Natural Language Generation (INLG 2019). van Deemter, K., Lin, C. & Takamura, H. (eds.). Association for Computational Linguistics, p. 575-583 9 p.

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

    Open Access

  • Multimodal and Temporal Perception of Audio-visual Cues for Emotion Recognition

    Ghaleb, E., Popa, M. & Asteriadis, S., Sept 2019, 8th International Conference on Affective Computing & Intelligent Interaction (ACII 2019), Cambridge, United Kingdom. p. 552-558 7 p.

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

  • Neural Attentive Cross-Domain Recommendation

    Rafailidis, D. & Crestani, F., 2019, ICTIR '19: Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval. p. 165-172 8 p.

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

  • Neural Network-Based Matrix Completion for Minimal Configuration of Body Surface Potential Mapping

    Bizcaino, D., Bujnarowski, K., Matyschik, M., Mauranen, H., Zhao, R., Bonizzi, P. & Karel, J., 2019, Computing in Cardiology (CinC). Vol. 46. 4 p.

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

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  • ONECG: Online Negotiation Environment for Coalitional Games

    Chen, S., Cui, Y., Shang, C., Hao, J. & Weiss, G., 2019, Proceedings of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019). p. 2348-2350 3 p.

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

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  • On Sorting with a Network of Two Stacks

    Mihalák, M. & Pont, M., Nov 2019, 19th Symposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems (ATMOS 2019). Cacchiani, V. & Marchetti-Spaccamela, A. (eds.). Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Vol. 75. p. 3:1-3:12 12 p. (OASICS).

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

    Open Access

  • Optimising Level Generators for General Video Game AI

    Drageset, O., Winands, M. H. M., Gaina, R. D. & Perez-Liebana, D., Aug 2019, 2019 IEEE Conference on Games (CoG). IEEE, p. 1-8 8 p. (IEEE Conference on Computational Intelligence and Games).

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

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  • Personalized Ventricular Arrhythmia Simulation Framework to Study Vulnerable Trigger Locations on Top of Scar Substrate

    Lau, K., Groth, A., Waechter-Stehle, I., Nguyen, U., Volders, P., Heijman, J., Weese, J. & Cluitmans, M., 2019, Computing in Cardiology (CinC). Vol. 46. p. 1-4 4 p.

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

    Open Access

  • Predicting Semantic Labels of Text Regions in Heterogeneous Document Images

    Enendu, S., Scholtes, J., Smeets, J., Hiemstra, D. & Theune, M., 9 Oct 2019, Proceedings of the 15th Conference on Natural Language Processing, KONVENS 2019: Bridging the gap between NLP and human understanding - Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany. p. 203-211 9 p.

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

  • Publishing linked and FAIR-compliant radiomics data in radiation oncology via ontologies and Semantic Web techniques

    Traverso, A., Vallières, M., van Soest, J., Wee, L., Morin, O. & Dekker, A., 1 Jan 2019, Semantic Web Applications and Tools for Health Care and Life Sciences. Vol. 2849. p. 143-144 2 p. (CEUR Workshop Proceedings).

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

    Open Access

  • Similarity and relevance of court decisions: A computational study on CJEU cases

    Moodley, K., Hernández Serrano, P., van Dijck, G. & Dumontier, M., Dec 2019, Legal knowledge and information systems. Araszkiewicz, M. & Rodríguez-Doncel, V. (eds.). Amsterdam/Berlin/Washington, DC: IOS Press, p. 63-72 10 p. (Frontiers in Artificial Intelligence and Applications, Vol. 322).

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

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  • Solving Strong and Weak 4-in-a-Row

    Uiterwijk, JWHM., Aug 2019, IEEE Conference on Games: CoG'19. IEEE, 8 p. (IEEE Conference on Computational Intelligence and Games).

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

    12 Downloads (Pure)

  • Strategic Features for General Games

    Browne, C., Soemers, D. & Piette, E., 27 Jan 2019, AAAI conference on Artificial Intelligence: Knowledge Extraction from Games (KEG'19). p. 71-75 5 p.

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

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  • "Superstition" in the Network: Deep Reinforcement Learning Plays Deceptive Games

    Stephenson, M., Bontrager, P., Khalifa, A., Anderson, D., Salge, C. & Togelius, J., Oct 2019, Fifteenth Annual AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. Smith, G. & Lelis, L. (eds.). 1 ed. Vol. 15. p. 10-16

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

    Open Access

  • Synthesizing Personality-Dependent Body Postures Using Generative Adversarial Networks

    Calsius, F. & Asteriadis, S., 2019, 31st Benelux Conference on Artificial Intelligence (BNAIC 2019). Vol. 2491. 15 p.

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

  • The Influence of Using a Static Diastolic Geometry in ECG Imaging

    Stoks, J., Cluitmans, M., Peeters, R. & Volders, P., 2019, Computing in Cardiology (CinC). Vol. 46. p. 1-4 4 p.

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

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  • The IWSLT 2019 Evaluation Campaign

    Niehues, J., Cattoni, R., Stüker, S., Negri, M., Turchi, M., Salesky, E., Sanabria, R., Barrault, L., Specia, L. & Federico, M., 2019, Proceedings of the 16th International Workshop on Spoken Language Translation (IWSLT 2019). 8 p.

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

  • The IWSLT 2019 KIT Speech Translation System

    Pham, N-Q., Nguyen, T-S., Ha, T-L., Hussain, J., Schneider, F., Niehues, J., Stüker, S. & Waibel, A., 1 Nov 2019, Proceedings of the 16th International Workshop on Spoken Language Translation (IWSLT 2019). 4 p.

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

  • Towards Controlled Transformation of Sentiment in Sentences

    Leeftink., W. & Spanakis., G., Feb 2019, Proceedings of the 11th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART. Rocha, AP., Steels, L. & VanDenHerik, J. (eds.). SCITEPRESS, p. 809-816 8 p.

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

    Open Access

  • Transformation and integration of heterogeneous health data in a privacy-preserving distributed learning infrastructure

    Sun, C., Emonet, V., van Soest, J., Koster, A., Dekker, A. & Dumontier, M., 1 Jan 2019, Semantic Web Applications and Tools for Health Care and Life Sciences. Vol. 2849. p. 141-142 2 p. (CEUR Workshop Proceedings).

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

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