Robots, Agents, Interaction

Research Output

2019

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
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441 Downloads (Pure)

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

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

Contextual Encoder-Decoder Network for Visual Saliency Prediction

Kroner, A., Senden, M., Driessens, K. & Goebel, R., 18 Feb 2019, 12 p. (arXiv ).

Research output: Book/ReportReportAcademic

File
12 Downloads (Pure)

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

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

Motion-based object segmentation in video sequences

Zhao, W., 2019, Maastricht.

Research output: ThesisDoctoral ThesisInternal

Open Access
File
378 Downloads (Pure)

ONECG: Online Negotiation Environment for Coalitional Games

Chen, S., Cui, Y., Shang, C., Hao, J. & Weiss, G., 2019, Proceedings of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019). p. 2348-2350

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

2018

Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees

Soemers, D. J. N. J., Brys, T., Driessens, K., Winands, M. H. M. & Nowé, A., 2018, Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018: The Thirtieth AAAI Conference on Innovative Applications of Artificial Intelligence (IAAI-18). AAAI Press, p. 7831-7836

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

Open Access

An Ensemble Approach to Time Dependent Classification

van Daalen, F., Smirnov, E., Davarzani, N., Peeters, R., Karel, J. & Brunner-La Rocca, H., 20 Dec 2018, 17th IEEE International Conference on Machine Learning and Applications. IEEE, 5 p.

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

Automated negotiation: An efficient approach to interaction among agents

Weiss, G. & Chen, S., 2018, Interactions in Multiagent Systems. World Scientific Publishing Company, p. 149-177

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Biomarker discovery in heart failure

Davarzani, N., 2018, Maastricht: Maastricht University. 143 p.

Research output: ThesisDoctoral ThesisInternal

Open Access
File
517 Downloads (Pure)

Conformal feature-selection wrappers for instance transfer

Zhou, S., Smirnov, E., Schoenmakers, G., Peeters, R. & Jiang, T., 2018, Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands.. Proceedings of Machine Learning Research, Vol. 91. p. 96-113 18 p.

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

Conformal stacked weather forecasting

Neeven, J. & Smirnov, E., 2018, Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands.. Proceedings of Machine Learning Research, Vol. 91. p. 220-233 14 p.

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

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

Ensemble Cross-Conformal Prediction

Beganovic, D. & Smirnov, E., 2018, Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, ICDM Workshops, Singapore, Singapore, November 17-20, 2018. IEEE, p. 870-877

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

Evaluating the adoption of Physical Board Game Ludo as Serious Game for Assessing Cognitive Abilities of Players

Schmitt, F., Mariyam Christopher, S., Tumanov, K., Weiss, G. & Möckel, R., 2018, 4th Joint International Conference on Serious Games. p. 30-42

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

Heterogeneous Domain Adaptation Based on Class Decomposition Schemes

Ismailoglu, F., Smirnov, E., Peeters, R., Zhou, S. & Collins, P., 19 Jun 2018, Advances in Knowledge Discovery and Data Mining: PAKDD 2018. Phung, D., Tseng, V., Webb, G., Ho, B., Ganji, M. & Rashidi, L. (eds.). Cham: Springer, p. 169-182 (Lecture Notes in Computer Science, Vol. 10937).

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

Heterogeneous Domain Adaptation for IHC Classification of Breast Cancer Subtypes

Ismailoglu, F., Cavill, R., Smirnov, E., Zhou, S., Collins, P. & Peeters, R., 24 Oct 2018, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics.

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

Towards Affect Recognition through Interactions with Learning Materials

Ghaleb, E., Popa, M., Hortal, E., Asteriadis, S. & Weiss, G., 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA).

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

2017

3D Motion Consistency Analysis for Segmentation in 2D Video Projection

Zhao, W., Roos, N. & Peeters, R., 2017, Computer Analysis of Images and Patterns. Felsberg, M., Heyden, A. & Krüger, N. (eds.). Cham: Springer, p. 440-452 13 p.

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

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

An fNIRS-based brain-machine interface for remote robot control

Sorger, B., Tumanov, K., Benitez Andonegui, A., Lührs, M., Boeijkens, H., Weiss, G., Goebel, R. & Möckel, R., 2017.

Research output: Contribution to conferencePaperAcademic

Bridging conformal prediction and instance transfer

Zhou, S., 2017

Research output: ThesisDoctoral ThesisInternal

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

Data Science and Knowledge Engineering: From Knowledge Engineering to Knowledge Creation

Roos, N., 2017, Research-Based Learning: Case Studies from Maastricht University. Bastiaens, E., van Tilburg, J. & van Merriënboer, J. (eds.). Springer, p. 147-155 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

Decomposition schemes for multiclass classification and domain adaption

Ismailoglu, F., 2017

Research output: ThesisDoctoral ThesisInternal

Detecting Hacked Twitter Accounts based on Behavioural Change

Nauta, M., Habib, M. & Keulen, M. V., 2017, Proceedings of the 13th International Conference on Web Information Systems and Technologies. p. 19-31

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

Detection of Atrial Fibrillation Episodes from short single lead recordings by means of ensemble learning

Bonizzi, P., Driessens, K. & Karel, J., 1 Sep 2017, Computing in Cardiology. Rennes, France

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

Open Access

Discovering Hidden Course Requirements and Student Competences from Grade Data

Houbraken, M., Sun, C., Smirnov, E. & Driessens, K., 2017, Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization. New York, NY, USA: ACM, p. 147-152 6 p. (UMAP '17).

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

Open Access

Enhancing Visual Clustering Using Adaptive Moving Self-Organizing Maps (AMSOM)

Spanakis, G. & Weiss, G., 2017, Agents and Artificial Intelligence. p. 189-211 (Lecture Notes in Computer Science, Vol. 10162).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Improving Card Fraud Detection Through Suspicious Pattern Discovery

Braun, F., Caelen, O., Smirnov, E. N., Kelk, S. & Lebichot, B., 3 Jun 2017, Advances in Artificial Intelligence: From Theory to Practice: 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017. Springer, Cham, p. 181-190 Chapter 21. (Lecture Notes in Computer Science, Vol. 10351).

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

Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017

Driessens, K., Kocev, D., Robnik-Sikonja, M. & Spiliopoulou, M., Sep 2017, In : Data Mining and Knowledge Discovery. 31, 5, p. 1155-1156 2 p.

Research output: Contribution to journalEditorialAcademic

Open Access

Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017

Driessens, K., Kocev, D., Robnik-Sikonja, M. & Spiliopoulou, M., Oct 2017, In : Machine Learning. 106, 9-10, p. 1243-1244 2 p.

Research output: Contribution to journalEditorialAcademic

Open Access

ISIS in the Eyes of the Dutch

Hendrikse, B., Habib, M. B. & Keulen, M. V., 1 Apr 2017.

Research output: Contribution to conferencePosterAcademic

Learning-based diagnosis and repair

Roos, N., 2017, Benelux Artificial Intelligence Conference (BNAIC). p. 2-16 15 p.

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

Multi-Agent Parking Place Simulation

Vrancken, T., Tenbrock, D., Reick, S., Bozhinovski, D., Weiss, G. & Spanakis, G., 3 Jun 2017, Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection: 15th International Conference, PAAMS 2017, Porto, Portugal, June 21-23, 2017, Proceedings. Demazeau, Y., Davidsson, P., Bajo, J. & Vale, Z. (eds.). Springer, p. 272-283 12 p.

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

Negotiating with unknown opponents: Toward multi-lateral agreement in real-time domains

Chen, S., Hao, J., Zhou, S. & Weiss, G., 2017, Modern Approaches to Agent-based Complex Automated Negotiation. Fuijta, K. (ed.). Springer Verlag, p. 219-229 11 p. (Studies in Computational Intelligence, Vol. 674).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Simultaneous Ensemble Generation and Hyperparameter Optimization for Regression

Roschewitz, D., Driessens, K. & Collins, P., 2017, Artificial Intelligence: BNAIC 2017. Verheij, B. & Wiering, M. (eds.). Springer, Vol. 823. p. 116-130 (Communications in Computer and Information Science, Vol. 823).

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

Starting research from real-life problems: collaboration with societal and industrial partners.

Zeiss, R. & Driessens, K., 2017, The UM Handbook for PBL & Research Skills.. Jansen, W., Sitzia, E., de Jong, N., Zeiss, R. & Hazen, H. (eds.). Maastricht: EDLAB, p. 20-31

Research output: Chapter in Book/Report/Conference proceedingChapterProfessional

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

Truth Assessment of Objective Facts Extracted from Tweets: A Case Study on World Cup 2014 Game Facts

Janssen, B., Habib, M. & Keulen, M. V., 2017, Proceedings of the 13th International Conference on Web Information Systems and Technologies. p. 187-195

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

UMAP 2017 EdRecSys Workshop Organizers' Welcome & Organization

Driessens, K., Koprinska, I., Santos, O. C., Smirnov, E., Yacef, K. & Zaiane, O., 2017, Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademic

What Does Twitter Tell Us About Tourists' Mobility Behavior? A Case Study on Tourists in The Netherlands and Belgium

Habib, M. B. & Krol, N. C., 2017, 21st Pacific Asia Conference on Information Systems, PACIS 2017, Langkawi, Malaysia, July 16-20, 2017. p. 34 1 p.

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

2016

A controller for improving lateral stability in a dynamically stable gait

Sun, Z. & Roos, N., 2016, IFIP Advances in Information and Communication Technology. Springer Verlag, p. 371-383 13 p. (IFIP Advances in Information and Communication Technology, Vol. 475).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic