Robots, Agents, Interaction

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Article
2020

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

2019

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

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

2018

Dynamically stable walk control of biped humanoid on uneven and inclined terrain

Sun, Z. & Roos, N., 6 Mar 2018, In : Neurocomputing. 280, p. 111 - 122 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Learning-Based Diagnosis and Repair

Roos, N., 2018, In : Communications in Computer and Information Science. 823, p. 1-15 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Novel concept to guide systolic heart failure medication by repeated biomarker testing—results from TIME-CHF in context of predictive, preventive, and personalized medicine

Davarzani, N., Sanders-van Wijk, S., Maeder, M. T., Rickenbacher, P., Smirnov, E., Karel, J., Suter, T., de Boer, R. A., Block, D., Rolny, V., Zaugg, C., Pfisterer, M. E., Peeters, R. & Brunner-La Rocca, H., Jun 2018, In : The EPMA Journal. 9, 2, p. 161-173 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2017

A Bayesian analysis for the bivariate geometric distribution in the presence of covariates and censored data

Davarzani, N., Achcar, J. A., Peeters, R. & Smirnov, E., 2017, In : Journal of Statistics and Management Systems. 20, 1, p. 1-16 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Conformal Decision-tree Approach to Instance Transfer

Zhou, S., Smirnov, E., Schoenmakers, G. & Peeters, R., Oct 2017, In : Annals of Mathematics and Artificial Intelligence. 81, 1-2, p. 85-104 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Conformity-Based Source Subset Selection for Instance Transfer

Zhou, S., Smirnov, E., Schoenmakers, G. & Peeters, R., 4 Oct 2017, In : Neurocomputing. 258, p. 41-51 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Machine learning techniques in eating behavior e-coaching: Balancing between generalization and personalization

Spanakis, G., Weiss, G., Boh, B., Lemmens, L. & Roefs, A., Aug 2017, In : Personal and Ubiquitous Computing. 21, 4, p. 645-659 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Testing Exchangeability for Transfer Decision

Zhou, S., Smirnov, E., Schoenmakers, G., Driessens, K. & Peeters, R., 1 Mar 2017, In : Pattern Recognition Letters. 88, p. 64-71 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

2016
Open Access
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1 Citation (Scopus)
183 Downloads (Pure)

ARWAR: a Network Approach for Predicting Adverse Drug Reactions.

Rahmani, H., Weiss, G., Mendez-Lucio, O. & Bender, A., 1 Jan 2016, In : Computers in Biology and Medicine. 68, 1, p. 101-108 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Entity resolution in disjoint graphs: an application on genealogical data

Rahmani, H., Ranjbarsahraei, B., Weiss, G. & Tuyls, K., 2016, In : Intelligent Data Analysis. 20, 2, p. 455-475 21 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

On the prevalence of hierarchies in social networks

Ranjbarsahraei, B., Bou Ammar, H., Tuyls, K. & Weiss, G., Dec 2016, In : Social Network Analysis and Mining. 6, 16 p., 58.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

TwitterNEED: A hybrid approach for named entity extraction and disambiguation for tweet

Habib, M. B. & Keulen, M. V., 1 May 2016, In : Natural Language Engineering. 22, 3, p. 423-456 34 p.

Research output: Contribution to journalArticleAcademicpeer-review

Utilizing Longitudinal Data to Build Decision Trees for Profile Building and Predicting Eating Behavior

Spanakis, G., Weiss, G., Boh, B., Kerkhofs, V. & Roefs, A., 2016, In : Procedia Computer Science. 100, p. 782-789 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
240 Downloads (Pure)
2015

An approach to complex agent-based negotiations via effectively modeling unknown opponents

Chen, S. & Weiss, G., 2015, In : Expert Systems with Applications. 42, 5, p. 2287-2304 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Bivariate lifetime geometric distribution in presence of cure fraction

Davarzani, N., Achcar, J. A., Smirnov, E. & Peeters, R., 2015, In : Journal of Data Science. 13, 2, p. 755-770 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Conformity Region Classification with Instance-Transfer Boosting

Zhou, S., Smirnov, E. N. & Peeters, R., 2015, In : International Journal on Artificial Intelligence Tools. 24, 6

Research output: Contribution to journalArticleAcademicpeer-review

Factored four way conditional restricted Boltzmann machines for activity recognition

Mocanu, D. C., Bou Ammar, H., Lowet, D., Driessens, K., Liotta, A., Weiss, G. & Tuyls, K., 15 Nov 2015, In : Pattern Recognition Letters. 66, p. 100-108 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)

Word-Sense Disambiguation for Ontology Mapping: Concept Disambiguation using Virtual Documents and Information Retrieval Techniques

Schadd, F. C. & Roos, N., Sep 2015, In : Journal on Data Semantics. 4, 3, p. 167-186 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
2014

A decentralized approach for convention emergence in multi-agent systems

Mihaylov, M., Tuyls, K. & Nowe, A., Sep 2014, In : Autonomous Agents and Multi-agent Systems. 28, 5, p. 749-778 30 p.

Research output: Contribution to journalArticleAcademicpeer-review

A feature selection approach for anchor evaluation in ontology mapping

Schadd, F. C. & Roos, N., 2014, In : Communications in Computer and Information Science. 468, p. 160-174 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

An argumentation system for reasoning with conflict-minimal paraconsistent ALC

Qiao, W. & Roos, N., 30 Apr 2014, In : Proceedings of the Ieee.

Research output: Contribution to journalArticleAcademicpeer-review

An intelligent agent for bilateral negotiation with unknown opponents in continuous-time domains

Chen, S. & Weiss, G., 2014, In : Acm Transactions on Autonomous and Adaptive Systems. 9, 3, 24 p., 16.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Automated Transfer for Reinforcement Learning Tasks

Ammar, H. B., Chen, S., Tuyls, K. & Weiss, G., 2014, In : Künstliche Intelligenz. 28, 1, p. 7-14 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Transfer for Automated Negotiation

Chen, S., Ammar, H. B., Tuyls, K. & Weiss, G., 2014, In : Künstliche Intelligenz. 28, 1, p. 21-27 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

2013

An efficient automated negotiation strategy for complex environments

Chen, S. & Weiss, G., 2013, In : Engineering Applications of Artificial Intelligence. 26, 10, p. 2613-2623 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Time-dependent series variance learning with recurrent mixture density networks

Nikolaev, N. I., Tino, P. & Smirnov, E. N., 2013, In : Neurocomputing. 122, p. 501-512 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

2012

A brief introduction to agent mining

Cao, L., Weiss, G. & Yu, P. S., 2012, In : Journal of Autonomous Agents and Multi-Agent Systems. 25, 3, p. 419-424 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks

Mihaylov, M., Borgne, Y-A. L., Tuyls, K. & Nowe, A., 2012, In : International Journal of Communication Networks and Distributed Systems. 9, 3, p. 207-224 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Multiagent Learning: Basics, Challenges, and Prospects

Tuyls, K. & Weiss, G., 1 Oct 2012, In : Ai Magazine. 33, 3, p. 41-52 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Stigmergic Landmark Optimization

Lemmens, N. & Tuyls, K., 2012, In : Advances in Complex Systems. 15, 8

Research output: Contribution to journalArticleAcademicpeer-review

2011

Human-inspired computational fairness

Jong, S. D. & Tuyls, K., 2011, In : Autonomous Agents and Multi-agent Systems. 22, 1, p. 103-126 24 p.

Research output: Contribution to journalArticleAcademicpeer-review

Maximal-confirmation diagnoses

Roos, N., 2011, In : Knowledge-Based Systems. 24, p. 467-477 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

2010

A Multi-Agent Architecture for 3D Rendering Optimization

Gonzales-Morcillo, C., Weiss, G., Vallejo, D., Jimenez-Linares, L. & Castro-Schez, J. J., 2010, In : Journal of Applied Artificial Intelligence. 24, 4, p. 313-349 37 p.

Research output: Contribution to journalArticleAcademicpeer-review

Reports of the AAAI 2010 Conference Workshops

Aha, D. W., Boddy, M. S., Bulitko, V., Garcez, A. S. DA., Doshi, P., Edelkamp, S., Geib, C. W., Gmytrasiewicz, P. J., Goldman, R. P., Hitzler, P., Isbell, C. L., Josyula, D. P., Kaelbling, L. P., Kersting, K., Kunda, M., Lamb, L. C., Marthi, B., McGreggor, K., Nastase, V., Provan, G. & 12 others, Raja, A., Ram, A., Riedl, M. O., Russell, S. J., Sabharwal, A., Smaus, J-G., Sukthankar, G., Tuyls, K., Meyden, R. V. D., Halevy, A. Y., Mihalkova, L. & Natarajan, S., 2010, In : Ai Magazine. 31, 4, p. 95-108 14 p.

Research output: Contribution to journalArticleAcademic

2009

Arabic Text Classification Using Support Vector Machines

Gharib, T. F., Habib, M. B. & Fayed, Z. T., 1 Dec 2009, In : International Journal of Computers and Their Applications. 16, 4, p. 192-199 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Meta-conformity approach to reliable classification

Smirnov, E. N., Nalbantov, G. I. & Kaptein, A. M., 2009, In : Intelligent Data Analysis. 13, 6, p. 901-915 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Models and Methods for Plan Diagnosis

Roos, N. & Witteveen, C., 2009, In : Journal of Autonomous Agents and Multi-Agent Systems. 19, 1, p. 30-52 23 p.

Research output: Contribution to journalArticleAcademicpeer-review

16 Citations (Scopus)

Primary and secondary diagnosis of multi-agent plan execution

Jonge, F. D., Roos, N. & Witteveen, C., 2009, In : Journal of Autonomous Agents and Multi-Agent Systems. 18, 2, p. 267-294 28 p.

Research output: Contribution to journalArticleAcademicpeer-review

14 Citations (Scopus)

The ROC isometrics approach to construct reliable classifiers

Vanderlooy, S., Sprinkhuizen-Kuyper, I. G., Smirnov, E. N. & van den Herik, H. J., 2009, In : Intelligent Data Analysis. 13, 1, p. 3-37 35 p.

Research output: Contribution to journalArticleAcademicpeer-review

2008

EvOL-NEURON: Neuronal morphology generation

Torben-Nielsen, B., Tuyls, K. & Postma, E., Jan 2008, In : Neurocomputing. 71, 4-6, p. 963-972 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Learning to Reach Agreement in a Continuous Ultimatum Game

de Jong, S., Uyttendaele, S. & Tuyls, K., 2008, In : Journal of Artificial Intelligence Research. 33, p. 551-574 24 p.

Research output: Contribution to journalArticleAcademicpeer-review

Theoretical advantages of lenient learners: An evolutionary game theoretic perspective

Panait, L., Tuyls, K. & Luke, S., Mar 2008, In : Journal of Machine Learning Research. 9, p. 423-457 35 p.

Research output: Contribution to journalArticleAcademicpeer-review

2007

What evolutionary game theory tells us about multiagent learning

Tuyls, K. & Parsons, S., May 2007, In : Artificial Intelligence. 171, 7, p. 406-416 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

2006

A Hybrid Feature Selection Approach for Arabic Documents Classification

Habib, M. B., Fayed, Z. T. & Gharib, T. F., 1 Sep 2006, In : Egyptian Computer Science Journal. 28, 3, p. 1-7 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

An Intelligent System For Arabic Text Categorization

Syiam, M. M., Fayed, Z. T., Habib, M. B., Tolba, M. F. (ed.), Abdel-Wahab, M. S. (ed.) & Ghoniemy, S. A. (ed.), 1 Jan 2006, In : The International Journal of Intelligent Computing and Information Sciences. 6, 1, p. 1-19 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

Graph kernels and Gaussian processes for relational reinforcement learning

Driessens, K., Ramon, J. & Gaertner, T., Sep 2006, In : Machine Learning. 64, 1-3, p. 91-119

Research output: Contribution to journalArticleAcademicpeer-review

21 Citations (Scopus)