• Paul-Henri Spaaklaan1, PHS1

    6229 EN Maastricht

    Netherlands

Research Output

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Conference article in proceeding
2020

#MeTooMaastricht: Building a chatbot to assist survivors of sexual harassment

Bauer, T., Devrim, E., Glazunov, M., Jaramillo, W. L., Mohan, B. & Spanakis, G., Mar 2020, Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2019. Communications in Computer and Information Science. Cellier, P. & Driessens, K. (eds.). Cham: Springer International Publishing, Vol. 1167. p. 503-521 19 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

MANIS: Evading Malware Detection System on Graph Structure

Xu, P., Kolosnjaji, B., Eckert, C. & Zarras, A., 2020, Proceedings of the 35th ACM/SIGAPP Symposium on Applied Computing (SAC'20).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Towards Approximating Personality Cues Through Simple Daily Activities

Gibellini, F., Higler, S., Lucas, J., Luli, M., Stallmann, M., Dotti, D. & Asteriadis, S., 2020, Advanced Concepts for Intelligent Vision Systems. ACIVS 2020: Proceedings International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2020). Springer, Cham, p. 192-204 (Lecture Notes in Computer Science, Vol. 12002).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
2019

Acute MI Detection Derived From ECG Parameters Distribution

Aranda Hernandez, A. R., Karel, J., Bonizzi, P. & Peeters, R., 2019, Computing in Cardiology (CinC). Vol. 46. 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

A Digital Wooden Tabletop Maze for Estimation of Cognitive Capabilities in Children

Mariyam Christopher, S., Urlings, C., van den Bongarth, H., Coppens, K., Hurks, P. P. M., Borghans, L. & Möckel, R., 2019, Social Robotics: 11th International Conference, ICSR 2019, Madrid, Spain, November 26-29, 2019, Proceedings. Salichs, M. A., Ge, S. S., Barakova, E. I., Cabibihan, J. J., Wagner, A. R., Castro-González, A. & He, H. (eds.). Cham: Springer, Vol. 11876. p. 622-632 (Lecture Notes in Computer Science, Vol. 11876).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Adversarial Training for Review-Based Recommendations

Rafailidis, D. & Crestani, F., 2019, SIGIR'19: Proceedings of the 42nd ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1057-1060

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

A Functional Taxonomy of Logic Puzzles

Hufkens, L. & Browne, C., 2019, Proceedings of the IEEE Conference on Games (CoG 2019).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

An Empirical Evaluation of Two General Game Systems: Ludii and RBG

Piette, E., Stephenson, M., Soemers, D. & Browne, C., 23 Aug 2019, IEEE CONFERENCE ON GAMES: (COG'19). p. 626-629 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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35 Downloads (Pure)

An overview of Affective Models and ICT in Education

Foutsitzi, S., Asteriadis, S. & Caridakis, G., 2019, The 10th International Conference on Information, Intelligence, Systems and Applications (IISA 2019). p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

An Overview of the Ludii General Game System

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

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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40 Downloads (Pure)

A Practical introduction to the Ludii General Game System

Browne, C., Stephenson, M., Piette, E. & Soemers, D., 2019, Proceedings of Advances in Computer Games (ACG 2019). Springer

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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 proceedingConference article in proceedingAcademicpeer-review

Bayesian Deep Learning with Trust and Distrust in Recommendation Systems

Rafailidis, D., 2019, WI '19: IEEE/WIC/ACM International Conference on Web Intelligence. p. 18-25

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-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. 442-449 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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35 Downloads (Pure)

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 proceedingConference article in proceedingAcademicpeer-review

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

Zarras, A., Gerostathopoulos, I. & Méndez Fernández, D., 2019, Proceedings of the 22nd Information Security Conference (ISC).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-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 4

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Collaborative Delivery on a Fixed Path with Homogeneous Energy-Constrained Agents

Chalopin, J., Das, S., Disser, Y., Labourel, A. & Mihalák, M., 2019, Structural Information and Communication Complexity. SIROCCO 2019: Proceedings of the 26th International Colloquium on Structural Information and Communication Complexity (SIROCCO). Censor-Hillel, K. & Flammini, M. (eds.). Springer, Cham, p. 139-153 15 p. (Lecture Notes in Computer Science; No. 11639).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

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

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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 proceedingConference article in proceedingAcademicpeer-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 proceedingConference article in proceedingAcademicpeer-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 proceedingConference article in proceedingAcademicpeer-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 proceedingConference article in proceedingAcademicpeer-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 proceedingConference article in proceedingAcademicpeer-review

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. SCITEPRESS, p. 347-356 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Improving Zero-shot Translation with Language-Independent Constraints

Pham, N-Q., Niehues, J., Ha, T-L. & Waibel, A., 2019, Proceedings of the Forth Conference on Statistical Machine Translation (WMT 2019).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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). p. 265-274 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Interdisciplinary Teaching with the Versatile Low-Cost Modular Robotic Platform EDMO

Möckel, R., Dahl, L. & Mariyam Christopher, S., 25 Dec 2019, Educational Robotics in the Context of the Maker Movement. Moro, M., Alimisis, D. & Iocchi, L. (eds.). Part of the Advances in Intelligent Systems and Computing book series: Springer, Cham, Vol. 946. p. 135-146 11 p. (Advances in Intelligent Systems and Computing).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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.). p. 580-583

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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). p. 329-336 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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40 Downloads (Pure)

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 proceedingConference article in proceedingAcademicpeer-review

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). p. 630-633 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

File
36 Downloads (Pure)

Ludii as a Competition Platform

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

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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41 Downloads (Pure)

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 proceedingConference article in proceedingAcademicpeer-review

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14 Downloads (Pure)

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 proceedingConference article in proceedingAcademicpeer-review

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

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

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Near-Gathering of Energy-Constrained Mobile Agents

Bärtschi, A., Bampas, E., Chalopin, J., Das, S., Karousatou, C. & Mihalák, M., 2019, Structural Information and Communication Complexity: Proceedings of the 26th International Colloquium on Structural Information and Communication Complexity (SIROCCO). Censor-Hillel, K. & Flammini, M. (eds.). Springer, Cham, p. 52-65 14 p. (Lecture Notes in Computer Science; No. 11639).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-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

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

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 proceedingConference article in proceedingAcademicpeer-review

Open Access

On Cross-Domain Transfer in Venue Recommendation

Manotumruksa, J., Rafailidis, D., Macdonald, C. & Ounis, I., 2019, Advances in Information Retrieval: ECIR 2019. Lecture Notes in Computer Science. Azzopardi, L., Stein, B., Fuhr, N., Mayr, P., Hauff, C. & Hiemstra, D. (eds.). Springer, Cham, Vol. 11437. p. 443-456

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

On Sorting with a Network of Two Stacks

Mihalák, M. & Pont, M., 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 proceedingConference article in proceedingAcademicpeer-review

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

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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 proceedingConference article in proceedingAcademicpeer-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 proceedingConference article in proceedingAcademicpeer-review

Rigorous Continuous Evolution of Uncertain Systems

Geretti, L., Zivanovic Gonzalez, S., Collins, P., Bresolin, D. & Villa, T., 2019, Numerical Software Verification. NSV 2019: International Workshop on Numerical Software Verification. Zamani, M. & Zufferey, D. (eds.). Springer, Vol. 11652. p. 60-75 (Lecture Notes in Computer Science, Vol. 11652).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Solving Cram using Combinatorial Game Theory.

Uiterwijk, JWHM., Aug 2019, Advances in Computer Games: 16th International Conference, ACG 2019. . Macao, China, 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

12 Downloads (Pure)

Solving Strong and Weak 4-in-a-Row

Uiterwijk, JWHM., Aug 2019, IEEE Conference on Games: CoG'19. 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

11 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 proceedingConference article in proceedingAcademicpeer-review

File
12 Downloads (Pure)

Synthesizing Personality-Dependent Body Postures Using Generative Adversarial Networks

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

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-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 proceedingConference article in proceedingAcademicpeer-review

Open Access