Department of Data Science & Knowledge Engineering

  • Paul-Henri Spaaklaan1, PHS1

    6229 EN Maastricht

    Netherlands

Research Output

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2020

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

AI for Ancient Games Report on the Digital Ludeme Project

Browne, C., Mar 2020, In : Künstliche Intelligenz. 34, 1, p. 89-93 5 p.

Research output: Contribution to journalArticleAcademicpeer-review

An Augmented-Reality fNIRS-Based Brain-Computer Interface: A Proof-of-Concept Study

Benitez-Andonegui, A., Burden, R., Benning, R., Möckel, R., Lührs, M. & Sorger, B., 2020, In : Frontiers in Neuroscience. 14, 346.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Brain-Based Binary Communication Using Spatiotemporal Features of fNIRS Responses

Nagels-Coune, L., Benitez-Andonegui, A., Reuter, N., Lührs, M., Goebel, R., De Weerd, P., Riecke, L. & Sorger, B., 15 Apr 2020, In : Frontiers in Human Neuroscience. 14, 20 p., 113.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Collaborative delivery with energy-constrained mobile robots

Bärtschi, A., Chalopin, J., Das, S., Disser, Y., Geissmann, B., Graf, D., Labourel, A. & Mihalák, M., 2 Mar 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 61 p., 096012952000002.

Research output: Contribution to journalArticleAcademicpeer-review

e3Learning: A Dataset for Affect-Driven Adaptation of Computer-Based Learning

Athanasiadis, C., Amestoy, M., Hortal, E. & Asteriadis, S., 2020, In : Ieee Multimedia. 27, 1, p. 49-60 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Heterogeneous Domain Adaptation for IHC Classification of Breast Cancer Subtypes

Ismailoglu, F., Cavill, R., Smirnov, E., Zhou, S., Collins, P. & Peeters, R., Feb 2020, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 17, 1, p. 347-353 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

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

Optimizing segmentation granularity for neural machine translation

Salesky, E., Runge, A., Coda, A., Niehues, J. & Neubig, G., 24 Jan 2020, In : Machine Translation. 1, 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

Subgame perfection in recursive perfect information games

Kuipers, J., Flesch, J., Schoenmakers, G. & Vrieze, K., 1 Apr 2020, In : Economic Theory. 60 p.

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

Towards Multidrug Adaptive Therapy

West, J., You, L., Zhang, J., Gatenby, R. A., Brown, J. S., Newton, P. K. & Anderson, A. R. A., 1 Apr 2020, In : Cancer Research. 80, 7, p. 1578-1589 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

2019

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

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

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

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, p. 1-13

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Distant supervision of relation extraction in sparse data

Ranjbar-Sahraei, B., Rahmani, H., Weiss, G. & Tuyls, K., 2019, In : Intelligent Data Analysis. 23, 5, p. 1145-1166 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

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

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

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

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. & 34 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., 23and Me Res Team, eQTLGen Consortium, Int Cannabis Consortium & Soc Sci Genetic Association Con, Feb 2019, In : Nature Genetics. 51, 2, p. 245-+ 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Graph duality in surface dynamics

Collins, P. & Mitchell, K., Oct 2019, In : Journal of Nonlinear Science. 29, 5, p. 2103-2135 33 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

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

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

Report on the Digital Ludeme Project

Soemers, D. J. N. J., Crist, W. & Browne, C., 2019, In : ICGA Journal. 41, 3, p. 138-142 5 p.

Research output: Contribution to journalArticleAcademic

Open Access

Resonance-driven ion transport and selectivity in prokaryotic ion channels

Westra, R. L., 23 Dec 2019, In : Physical Review E. 100, 6, 32 p., 062410.

Research output: Contribution to journalArticleAcademicpeer-review

The potential of MR-Encephalography for BCI/Neurofeedback applications with high temporal resolution

Lührs, M., Riemenschneider, B., Eck, J., Andonegui, A. B., Poser, B. A., Heinecke, A., Krause, F., Esposito, F., Sorger, B., Hennig, J. & Goebel, R., 1 Jul 2019, In : Neuroimage. 194, p. 228-243 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Treewidth of display graphs: bounds, brambles and applications

Janssen, R., Jones, M., Kelk, S., Stamoulis, G. & Wu, T., 2019, In : Journal of Graph Algorithms and Applications. 23, 4, p. 715-743

Research output: Contribution to journalArticleAcademicpeer-review

Ustekinumab as Induction and Maintenance Therapy for Ulcerative Colitis

Sands, B. E., Sandborn, W. J., Panaccione, R., O'Brien, C. D., Zhang, H., Johanns, J., Adedokun, O. J., Li, K., Peyrin-Biroulet, L., Van Assche, G., Danese, S., Targan, S., Abreu, M. T., Hisamatsu, T., Szapary, P., Marano, C., Pierik, M. & UNIFI Study Grp, 26 Sep 2019, In : New England Journal of Medicine. 381, 13, p. 1201-1214 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

2018

A real-time reconfigurable multi-chip architecture for large-scale biophysically-accurate neuron simulation

Zjajo, A., Hofmann, J., Christiaanse, G. J., van Eijk, M., Smaragdos, G., Strydis, C., de Graaf, A., Galuzzi, C. & van Leuken, R., Apr 2018, In : Ieee Transactions on Biomedical Circuits and Systems. 12, 2, p. 326-337 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

A two-phenotype model of immune evasion by cancer cells

Bayer, P., Brown, J. S. & Stankova, K., 14 Oct 2018, In : Journal of Theoretical Biology. 455, p. 191-204 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Behavior Analysis through Multimodal Sensing for Care of Parkinson's and Alzheimer's Patients

Alvarez, F., Popa, M., Solachidis, V., Hernandez-Penaloza, G., Belmonte-Hernandez, A., Asteriadis, S., Vretos, N., Quintana, M., Theodoridis, T., Dotti, D. & Daras, P., 1 Jan 2018, In : Ieee Multimedia. 25, 1, p. 14-25 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Computer-assisted puzzle design

Browne, C., 2018, In : ICGA Journal. 40, 4, p. 375-386 12 p.

Research output: Contribution to journalArticleAcademicpeer-review