Research Output per year
Research Output
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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-review
Preventing Algorithmic Bias in the Development of Algorithmic Decision-Making Systems: A Delphi Study
Aysolmaz, B., Iren, D. & Dau, N., 7 Jan 2020, Proceedings of the 53rd Hawaii International Conference on System Sciences. p. 5267-5276 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open Access
TailX: Scheduling Heterogeneous Multiget Queries to Improve Tail Latencies in Key-Value Stores
Jaiman, V., Mokhtar, S. B. & Rivière, E., 8 Jun 2020, TailX: Scheduling Heterogeneous Multiget Queries to Improve Tail Latencies in Key-Value Stores. Vol. 12135. p. 73-92Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open Access
File
6
Downloads
(Pure)
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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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. 1057-1060Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-review
Open Access
Analysing the Use of Worked Examples and Tutored and Untutored Problem-Solving in a Dispositional Learning Analytics Context
Tempelaar, D., Rienties, B. & Nguyen, Q., Apr 2019, Proceedings of the 11th International Conference on Computer Supported Education (CSEDU 2019). Lane, H., Zvacek, S. & Uhomoibhi, J. (eds.). Lisbon, Portugal: SCITEPRESS, Vol. 2. p. 38-47 10 p. (Proceedings of the International Conference on Computer Supported Education, CSEDU).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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 proceeding › Conference article in proceeding › Academic › peer-review
File
47
Downloads
(Pure)
Anistia no Estado de Direito - entre Justiça de Transição e Direito Penal Internacional.
Da Silva Athayde Barbosa, R., 2019, Alternativas al sistema de justicia criminal latinoamericano. Figueroa, F. & Saad-Diniz, E. (eds.). Argentina, Buenos Aires: Thomson Reuters, p. 244-250Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic
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. 1-8Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-review
File
53
Downloads
(Pure)
Approximation of a pipeline of unsupervised retina image analysis methods with a CNN
Heslinga, F. G., Pluim, J. P. W., Dashtbozorg, B., Berendschot, T., Houben, B., Henry, R. & Veta, M., 2019, Image Processing. Vol. 10949. 109491NResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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). SpringerResearch output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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. 625-630Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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. 18-25Research 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. 442-449 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
File
49
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. 385-390Research 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, Proceedings of the 22nd Information Security Conference (ISC).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 4Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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. 1-8Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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 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
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
Detecting Role Inconsistencies in Process Models
Aysolmaz, B., Iren, D. & Reijers, H. A., 15 May 2019, Proceedings of the 27th European Conference on Information Systems (ECIS), Stockholm & Uppsala, Sweden. Sweden, 16 p. 27Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open Access
File
11
Downloads
(Pure)
Dispersing Obnoxious Facilities on a Graph
Grigoriev, A., Hartmann, T. A., Lendl, S. & Woeginger, G. J., Mar 2019, 36th International Symposium on Theoretical Aspects of Computer Science. Niedermeier, R. & Paul, C. (eds.). Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Vol. 126. p. 33:1-33:11 11 p. (Leibniz International Proceedings in Informatics, Vol. 126).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Open Access
Effects of Interpolation on the Inverse Problem of Electrocardiography
Dogrusoz, Y. S., Bear, L. R., Bergquist, J., Dubois, R., Good, W., MacLeod, R., Rababah, A. & Stoks, J., 2019, Computing in Cardiolog (CinC). Vol. 46. p. 1-4 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic
Open Access
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
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 proceeding › Conference article in proceeding › Academic › peer-review
Identifying Critical Features for Formative Essay Feedback with Artificial Neural Networks and Backward Elimination
Abbas, M., van Rosmalen, P. & Kalz, M., 9 Sep 2019, Transforming Learning with Meaningful Technologies. Scheffel, M., Broisin, J., Pammer-Schindler, V., Loannou, A. & Schneider, J. (eds.). 1 ed. Springer International Publishing, Vol. vol 11722. p. 396-408 (Lecture Notes in Computer Science, Vol. 11722).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, Proceedings of the Forth Conference on Statistical Machine Translation (WMT 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-review
Inland Waterway Efficiency Through Skipper Collaboration and Joint Speed Optimization
Defryn, C., Golak, J., Grigoriev, A. & Timmermans, V., 12 Jun 2019, Mathematical Optimization Theory and Operations Research: MOTOR 2019: International Conference on Mathematical Optimization Theory and Operations Research. Khachay, M., Kochetov, Y. & Pardalos, P. M. (eds.). Cham: Springer, Vol. 11548. p. 202-217 16 p. (Lecture Notes in Computer Science, Vol. 11548).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-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.). International Educational Data Mining Society, p. 580-583Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
Learning engagement, learning outcomes and learning gains: lessons from LA
Tempelaar, D., Rienties, B. & Nguyen, Q., Nov 2019, Proceedings of the 16th International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA 2019). Sampson, D. G., Ifenthaler, D., Isaías, P. & Mascia, M. L. (eds.). Lisbon: IADIS Press, p. 257-264 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-review
File
50
Downloads
(Pure)
Liberal Arts Education, Student-Centered Learning and the Art of Reflective Judgment
Dekker, T., 27 Sep 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
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 proceeding › Conference article in proceeding › Academic › peer-review
File
49
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 proceeding › Conference article in proceeding › Academic › peer-review
File
54
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 proceeding › Conference article in proceeding › Academic › peer-review
File
18
Downloads
(Pure)
Managing Contractual and Non-Contractual Donors: The Role of Marketing Communication and Publicity in a Charity Context
Le, N., Foubert, B., Briers, B. & Cleeren, K., 29 May 2019, Proceedings of the 48th EMAC Conference, Hamburg.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review
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
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 proceeding › Conference article in proceeding › Academic › peer-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 proceeding › Conference article in proceeding › Academic › peer-review