• Bouillonstraat8-10, BOU8-10

    6211 LH Maastricht

    Netherlands

Research Output 1987 2019

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

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

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

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
16 Downloads (Pure)

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).

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

File
294 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
20 Downloads (Pure)

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).

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

File

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

15 Downloads (Pure)

Biasing MCTS with Features for General Games

Soemers, D., Piette, E. & Browne, C., 11 Jun 2019, IEEE Congress on Evolutionary Computation: (CEC'19).

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

File

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

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

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

Deciding the existence of a cherry-picking sequence is hard on two trees

Döcker, J., Van Iersel, L., Kelk, S. & Linz, S., 15 May 2019, In : Discrete Applied Mathematics. 260, p. 131-143 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Deep neural-kernel blocks

Mehrkanoon, S., Aug 2019, In : Neural Networks. 116, p. 46-55 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Deep shared representation learning for weather elements forecasting

Mehrkanoon, S., 1 Sep 2019, In : Knowledge-Based Systems. 179, p. 120-128 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Detection of Spatio-Temporal Recurrent Patterns in Dynamical Systems

Bonizzi, P., Peeters, R., Zeemering, S., van Hunnik, A., Meste, O. & Karel, J., 2 Aug 2019, In : Frontiers in Applied Mathematics and Statistics. 5, 36

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
6 Downloads (Pure)

Digital Archaeoludology

Browne, C. & Piette, E., 6 Apr 2019, Computer Applications and Quantitative Methods in Archaeology : (CAA'19).

Research output: Chapter in Book/Report/Conference proceedingConference Abstract/Poster in proceedingAcademic

File

Editorial: Research trends

Winands, M., 2019, In : ICGA Journal. 41, 2, p. 65-65 1 p.

Research output: Contribution to journalEditorialAcademic

Editorial; Get serious

Winands, M., 2019, In : ICGA Journal. 41, 3, p. 115-115 1 p.

Research output: Contribution to journalEditorialAcademic

Effects of synaptic and myelin plasticity on learning in a network of Kuramoto phase oscillators

Karimian, M., Dibenedetto, D., Moerel, M., Burwick, T., Westra, R. L., De Weerd, P. & Senden, M., Aug 2019, In : Chaos. 29, 8, 15 p., 083122.

Research output: Contribution to journalArticleAcademicpeer-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

Exploiting sensing devices availability in AR/VR deployments to foster engagement

Vretos, N., Daras, P., Asteriadis, S., Hortal, E., Ghaleb, E., Spyrou, E., Leligou, H. C., Karkazis, P., Trakadas, P. & Assimakopoulos, K., Dec 2019, In : Virtual Reality. 23, 4, p. 399-410 12 p.

Research output: Contribution to journalArticleAcademicpeer-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

Finding a most parsimonious or likely tree in a network with respect to an alignment

Kelk, S., Pardi, F., Scornavacca, C. & Van Iersel, L., 1 Jan 2019, In : Journal of Mathematical Biology. 78, 1-2, p. 527-547 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Open Access
5 Downloads (Pure)

Foundations of Digital Archæoludology

Browne, C., Soemers, D., Piette, E., Stephenson, M., Conrad, M., Crist III, W., Depaulis, T., Duggan, E., Horn, F., Kelk, S., Lucas, S. M., Neto, J. P., Parlett, D., Saffidine, A., Schadler, U., Silva, J. N., Voogt, A. D. & Winands, M., 31 May 2019

Research output: Book/ReportReportAcademic

File

Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences

Linner, R. K., Biroli, P., Kong, E., Meddens, F. W., Wedow, R., Fontana, M. A., Lebreton, M., Tino, S. P., Abdellaoui, A., Hammerschlag, A. R., Nivard, M. G., Okbay, A., Rietveld, C. A., Timshel, P. N., Trzaskowski, M., de Vlaming, R., Zund, C. L., Bao, Y., Buzdugan, L., Caplin, A. H. & 30 others, Chen, C-Y., Eibich, P., Fontanillas, P., Gonzalez, J. R., Joshi, P. K., Karhunen, V., Kleinman, A., Levin, R. Z., Lill, C. M., Meddens, G. A., Muntane, G., Sanchez-Roige, S., van Rooij, F. J., Taskesen, E., Wu, Y., Zhang, F., Agee, M., Alipanahi, B., Bell, R. K., Bryc, K., Elson, S. L., Furlotte, N. A., Huber, K. E., Litterman, N. K., McCreight, J. C., McIntyre, M. H., Mountain, J. L., Zhao, W., Staessen, J. A. & Bultmann, U., Feb 2019, In : Nature Genetics. 51, 2, p. 245-+ 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Guest Editorial Special Issue on Neural Systems Engineering and Mathematical Modeling of Brain Dynamics Using ECoG/EEG/MEG Oscillations and Machine Learning Methods

Ferris, D. P., McArthur, K., Mehrkanoon, S., Liley, D. & Mehrkanoon, S., Mar 2019, In : Ieee Transactions on Neural Systems and Rehabilitation Engineering. 27, 3, p. 335-336 2 p.

Research output: Contribution to journalEditorialAcademic

High-throughput elucidation of thrombus formation reveals sources of platelet function variability

van Geffen, A., Brouns, S., Batista, J., McKinney, H., Kempster, C., Nagy, M., Sivapalaratnam, S., Baaten, C., Bourry, N., Frontini, M., Jurk, K., Krause, M., Pilliteri, D., Swieringa, F., Verdoold, R., Cavill, R., Kuijpers, M., Ouwehand, W. H., Downes, K. & Heemskerk, J., 31 May 2019, In : Haematologia. 104, 6, p. 1256-1267 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Including Blood Vasculature into a Game-Theoretic Model of Cancer Dynamics

You, L., von Knobloch, M., Lopez, T., Peschen, V., Radcliffe, S., Koshy Sam, P., Thuijsman, F., Stankova, K. & Brown, J. S., 1 Mar 2019, In : Games. 10, 1, 13.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Integrality gaps for colorful matchings

Kelk, S. & Stamoulis, G., May 2019, In : Discrete Optimization. 32, p. 73-92 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Integrative Multi-Omics Analysis Of Human Atherosclerosis Reveals An Intraplaque Bleeding Associated Network, Which Offers Better Prediction Of Disease Stage

Jin, H., Goossens, P., Karel, J., Daemen, M., Sluimer, J. & Biessen, E., 3 Aug 2019, In : Atherosclerosis. 287, p. e63-e63 1 p., EAS19-0625.

Research output: Contribution to journalConference Abstract/Poster in journalAcademic

18 Downloads (Pure)

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).

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

File
16 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).

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

File
16 Downloads (Pure)

Ludii as a Competition Platform

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

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

File
7 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

File
233 Downloads (Pure)
Open Access
File
283 Downloads (Pure)

Motion-based object segmentation in video sequences

Zhao, W., 2019, Maastricht.

Research output: ThesisDoctoral ThesisInternal

Open Access
File

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

148 Downloads (Pure)
Open Access
File

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

Optimizing Cancer Treatment Using Game Theory: A Review

Stankova, K., Brown, J. S., Dalton, W. S. & Gatenby, R. A., Jan 2019, In : JAMA Oncology. 5, 1, p. 96-103 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Playing against Complexity: Board Games as Social Strategy in Bronze Age Cyprus

Crist III, W., Sep 2019, In : Journal of Anthropological Archaeology. 55, p. 1-15 15 p., 101078.

Research output: Contribution to journalArticleAcademicpeer-review