Data Science & Knowledge Engineering

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 proceedingConference article in proceedingAcademicpeer-review

2018 IEEE Conference on Computational Intelligence and Games (CIG 2018)

Winands, M. H. M., 1 Mar 2020, In : Künstliche Intelligenz. 34, 1, p. 117-118 2 p.

Research output: Contribution to journalEditorialAcademic

A hierarchical autoencoder learning model for path prediction and abnormality detection

Dotti, D., Popa, M. & Asteriadis, S., Feb 2020, In : Pattern Recognition Letters. 130, p. 216-224 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Autoregressive wild bootstrap inference for nonparametric trends

Friedrich, M., Smeekes, S. & Urbain, J-P., Jan 2020, In : Journal of Econometrics. 214, 1, p. 81-109 29 p.

Research output: Contribution to journalArticleAcademicpeer-review

Balancing partner preferences for logistics costs and carbon footprint in a horizontal cooperation

Hacardiaux, T., Defryn, C., Tancrez, J-S. & Verdonck, L., 17 Feb 2020, Maastricht University, Graduate School of Business and Economics, 44 p. (GSBE Research Memoranda; No. 002).

Research output: Working paperProfessional

Open Access
File
17 Downloads (Pure)

Betere voorlichting over voordelen van vaccinatie nodig

Kessels, R., 13 Feb 2020, In : Economische Statistische Berichten. 105, 4782, p. 84-86 3 p.

Research output: Contribution to journalArticleProfessional

Collaborative delivery with energy-constrained mobile robots

Bärtschi, A., Chalopin, J., Das, S., Disser, Y., Geissmann, B., Graf, D., Labourel, A. & Mihalák, M., 2020, In : Theoretical Computer Science. 810, p. 2-14 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Computable analysis with applications to dynamic systems

Collins, P., Feb 2020, In : Mathematical Structures in Computer Science. 30, 2, p. 173-233

Research output: Contribution to journalArticleAcademicpeer-review

Cyclic Lot-Sizing Problems with Sequencing Costs

Grigoriev, A., Kreuzen, V. & Oosterwijk, T., 21 Feb 2020, In : Journal of Scheduling. 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
19 Downloads (Pure)

Generalized Nash equilibrium without common belief in rationality

Perea y Monsuwé, A. & Bach, C., Jan 2020, In : Economics Letters. 186, 6 p., 108526.

Research output: Contribution to journalArticleAcademicpeer-review

1 Downloads (Pure)

High-Dimensional Time Series Analysis: Unit Roots, Cointegration and Forecasting

Wijler, E., 2020

Research output: ThesisDoctoral ThesisInternal

Metric Learning-Based Multimodal Audio-Visual Emotion Recognition

Ghaleb, E., Popa, M. & Asteriadis, S., 2020, In : Ieee Multimedia. 27, 1, p. 37-48 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

On Balance, Challenge and Choice

Thuijsman, F., 7 Feb 2020, Maastricht University.

Research output: Book/ReportInaugural speechPopular

Preferences for long-distance coach transport: Evidence from a discrete choice experiment

Van Acker, V., Kessels, R., Cuervo, D. P., Lannoo, S. & Witlox, F., 1 Feb 2020, In : Transportation Research Part A-Policy and Practice. 132, p. 759-779 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

Pricing and hedging in incomplete markets with model uncertainty

Balter, A. G. & Pelsser, A., 1 May 2020, In : European Journal of Operational Research. 282, 3, p. 911-925 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Recovery management for a dial-a-ride system with real-time disruptions

Paquay, C., Crama, Y. & Pironet, T., 1 Feb 2020, In : European Journal of Operational Research. 280, 3, p. 953-969 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

Reducing winter peaks in electricity consumption: A choice experiment to structure demand response programs

Srivastava, A., Van Passel, S., Kessels, R., Valkering, P. & Laes, E., 1 Feb 2020, In : Energy Policy. 137, 9 p., 111183.

Research output: Contribution to journalArticleAcademicpeer-review

The computational complexity of Angry Birds

Stephenson, M., Renz, J. & Ge, X., Mar 2020, In : Artificial Intelligence. 280, 38 p., 103232.

Research output: Contribution to journalArticleAcademicpeer-review

Volatility Spillovers in Commodity Markets: A large t-vector autoregressive approach

Barbaglia, L., Croux, C. & Wilms, I., Jan 2020, In : Energy Economics. 85, 104555.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2019

A call for integrated metastatic management

Cunningham, J. J., Jul 2019, In : Nature ecology & evolution. 3, 7, p. 996-998 3 p.

Research output: Contribution to journalEditorialAcademicpeer-review

A computational model of postprandial adipose tissue lipid metabolism derived using human arteriovenous stable isotope tracer data

O'Donovan, S. D., Lenz, M., Vink, R. G., Roumans, N. J. T., de Kok, T. M. C. M., Mariman, E. C. M., Peeters, R. L. M., van Riel, N. A. W., van Baak, M. A. & Arts, I. C. W., Oct 2019, In : PLoS Computational Biology. 15, 10, 23 p., e1007400.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

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 proceedingAcademic

Open Access

Adaptive learning in weighted network games

Bayer, P., Herings, P. J-J., Peeters, R. & Thuijsman, F., Aug 2019, In : Journal of Economic Dynamics & Control. 105, p. 250-264 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Adaptive Learning in Weighted Network Games

Bayer, P., Herings, P. J-J., Peeters, R. & Thuijsman, F., 2019

Research output: Non-textual formWeb publication/siteAcademic

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, p. 1057-1060.

Research output: Contribution to conferencePaperAcademic

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

AI meets Angry Birds

Renz, J., Ge, X., Stephenson, M. & Zhang, P., 2019, In : Nature Machine Intelligence.

Research output: Contribution to journalArticleAcademic

A Machine Learning Approach to Algorithm Selection for Exact Computation of Treewidth

Slavchev, B., Masliankova, E. & Kelk, S., Sep 2019, In : Algorithms. 12, 10, 20 p., 200.

Research output: Contribution to journalArticleAcademicpeer-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

File
28 Downloads (Pure)

An energy efficient gait for humanoid robots walking on even and uneven terrains

Sun, Z., 2019, Maastricht: Maastricht University.

Research output: ThesisDoctoral ThesisInternal

Open Access
File
362 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

File
33 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

A regime-switching recurrent neural network model applied to wind time series

Nikolaev, N. Y., Smirnov, E., Stamate, D. & Zimmer, R., Jul 2019, In : Applied Soft Computing. 80, p. 723-734 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

A Third Strike Against Perfect Phylogeny

Van Iersel, L., Jones, M. & Kelk, S., Sep 2019, In : Systematic Biology. 68, 5, p. 814-827 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

A Tight Kernel for Computing the Tree Bisection and Reconnection Distance between Two Phylogenetic Trees

Kelk, S. & Linz, S., 2019, In : Siam Journal on Discrete Mathematics. 33, 3, p. 1556-1574 19 p.

Research output: Contribution to journalArticleAcademicpeer-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

File
29 Downloads (Pure)

Big Data Analytics for Legal Fact Finding

Scholtes, J. & van den Herik, H. J., 1 Oct 2019, Recht en Technology, vraagstukken van de digitale revolutie. van den Berg, L., Geldermans, S., Heeres, A., Noort, N., van de Riet, J., Vonk, S. & Weijers, R. (eds.). 1ste druk ed. Leiden: Boom Juridisch, p. 47-62

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Big Data Analytics for Legal Fact-Finding

Scholtes, J. & van den Herik, H. J., 17 May 2019.

Research output: Contribution to conferencePaperAcademic

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, Vol. 11639. p. 139-153 15 p. (Lecture Notes in Computer Science).

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., Cluitmans, M., Coll-Font, J., Onak, Ö. N., Dössel, O. & Brooks, D., Sep 2019, In : Computing in Cardiology. 46

Research output: Contribution to journalArticleAcademicpeer-review

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

Cross-domain neural-kernel networks

Mehrkanoon, S., 1 Jul 2019, In : Pattern Recognition Letters. 125, p. 474-480 7 p.

Research output: Contribution to journalArticleAcademicpeer-review