| | Bibliography | | Journal articles (peer reviewed) | Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2015). A learning-based optimization approach to multi-project scheduling. Journal of Scheduling, 18 (1), 61-74. doi: 10.1007/s10951-014-0401-1 Open Access | Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2013). An investigation on the generality level of selection hyper-heuristics under different empirical conditions. Applied Soft Computing, 13 (7), 3335-3353. doi: 10.1016/j.asoc.2013.02.006 | Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2013). A New Hyper-heuristic as a General Problem Solver: an Implementation in HyFlex. Journal of Scheduling, 16 (3), 291-311. doi: 10.1007/s10951-012-0295-8 | Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2013). Boosting Metaheuristic Search Using Reinforcement Learning. 434, Art.No. 17, 433-452. | Wauters, T., Verbeeck, K., Verstraete, P., Vanden Berghe, G., De Causmaecker, P. (2012). Real-world production scheduling for the food industry: an integrated approach. Engineering Applications of Artificial Intelligence, 25 (2), 222-228. doi: 10.1016/j.engappai.2011.05.002 | Wauters, T., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2011). Learning agents for the multi-mode project scheduling problem. Journal of the Operational Research Society, 62 (2), 281-290. doi: 10.1057/jors.2010.101 | Vrancx, P., Verbeeck, K., Nowe, A. (2010). Analyzing the dynamics of stigmergetic interactions through pheromone games. Theoretical Computer Science, 411 (21), 2116-2126. doi: 10.1016/j.tcs.2010.03.004 | Vrancx, P., Verbeeck, K., Nowe, A. (2008). Decentralized learning in Markov games. IEEE Transactions on Systems, Man and Cybernetics B, Cybernetics, 38 (4), 976-981. doi: 10.1109/TSMCB.2008.920998 | Dejong, S., Tuyls, K., Verbeeck, K. (2008). Fairness in multi-agent systems. The Knowledge Engineering Review, 23 (2), 153-180. doi: 10.1017/S026988890800132X | Verbeeck, K., Nowe, A., Parent, J., Tuyls, K. (2007). Exploring selfish reinforcement learning in repeated games with stochastic rewards. Autonomous Agents and Multi-agent Systems, 14 (3), 239-269. doi: 10.1007/s10458-006-9007-0 | Verbeeck, K., Nowe, A. (2002). Colonies of learning automata. IEEE Transactions on Systems, Man and Cybernetics B, Cybernetics, 32 (6), 772-780. |
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| | Books (peer reviewed) | Tuyls, K., 'T Hoen, P.J., Verbeeck, K., Sen, S. (2006). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. (3898 LNAI). ISBN: 3540330534. |
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| | Books (not peer reviewed) | De Causmaecker, P., Maervoet, J., Messelis, T., Verbeeck, K., Vermeulen, T. (Eds.) (2011). Proceedings of BNAIC 2011. (Proceedings of BNAIC, 23). Drongen: Nevelland. |
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| | Conference proceedings (peer reviewed) | Maervoet, J., Brackman, P., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2013). Tour Suggestion for Outdoor Activities. In: S.H L. Liang, X. Wang, C. Claramunt (Eds.), Lecture Notes in Computer Science: vol. 7820, (54-63). Presented at the W2GIS 2013, Banff, AB, Canada, 04 Apr 2013-05 Apr 2013. Heidelberg, Germany. ISBN: 978-3-642-37086-1. doi: 10.1007/978-3-642-37087-8_5 Open Access | Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). The Effect of the Set of Low-level Heuristics on the Performance of Selection Hyper-heuristics. In: C.A. Coello Coello, V. Cutello, K. Deb, S. Forrest, G. Nicosia, M. Pavone (Eds.), the 12th International Conference on Parallel Problem Solving From Nature (PPSN'12): vol. 7492, (408-417). Presented at the the 12th International Conference on Parallel Problem Solving From Nature (PPSN'12), Taormina, Italy, 01 Sep 2012-05 Sep 2012. | Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). An Intelligent Hyper-heuristic Framework for CHeSC 2011. In: the 6th Learning and Intelligent OptimizatioN Conference (LION12). Presented at the the 6th Learning and Intelligent OptimizatioN Conference (LION12), Paris, France, 16 Jan 2012-20 Jan 2012. Open Access | Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). Fast permutation learning. In: Y. Hamadi, M. Schoenauer (Eds.), LION 6 proceedings, (292-306). Presented at the Learning and Intelligent OptimizatioN Conference, Paris, France, 16 Jan 2012-20 Jan 2012. | Van Wanzeele, R., Verbeeck, K., Vorstermans, A., Tourwé, T., Tsiporkova, E. (2011). Extracting emotions out of twitter's microblogs. In: Proceedings of BNAIC 2011, (304-311). Presented at the BNAIC, Gent, 03 Nov 2011-04 Nov 2011. | Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2011). A new hyper-heuristic implementation in HyFlex: a study on generality. In: J. Fowler, G. Kendall, B. McCollum (Eds.), Proceedings of the 5th Multidisciplinary International Scheduling Conference: Theory & Application, (374-393). Presented at the the 5th Multidisciplinary International Scheduling Conference: Theory & Applications (MISTA'11), Phoenix/Arizona, USA, 09 Aug 2011-12 Aug 2011. Open Access | Misir, M., Smet, P., Verbeeck, K., Vanden Berghe, G. (2011). Security personnel routing and rostering: a hyper-heuristic approach. In: Y. Gunalay, S. Kadipasaoglu (Eds.), Proceedings of the 3rd International Conference on Applied Operational Research: vol. 3, (193-205). Presented at the the 3rd International Conference on Applied Operational Research (ICAOR'11), Istanbul, Turkey, 24 Aug 2011-26 Aug 2011. Canada. Open Access | Misir, M., Vancroonenburg, W., Verbeeck, K., Vanden Berghe, G. (2011). A selection hyper-heuristic for scheduling deliveries of ready-mixed concrete. In: L. Di Gaspero, A. Schaerf, T. Stützle (Eds.), Proceedings of the 9th Metaheuristics International Conference, (289-298). Presented at the Metaheuristics International Conference 2011 (MIC2011), Udine, Italy, 25 Jul 2011-28 Jul 2011. ISBN: 978-88-900984-3-7. | Vrancx, P., Verbeeck, K., Nowé, A. (2010). Learning to take turns. In: Proceedings of the Adaptive and Learning Agents Workshop, ALA 2010 - In Conjunction with the 9th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2010, (1-7). | Vermeulen, T., Vangheluwe, K., Maervoet, J., Verbeeck, K., Verhoeve, P., Stubbe, B. (2010). NuCiA - Nurse call simulation in agent environments. In: G.K. Janssens, K. Ramaekers, A. Caris (Eds.), Proceedings of the 2010 European Simulation and Modelling Conference, (276-279). Presented at the European Simulation and Modelling Conference, Hasselt, 25 Oct 2010-27 Oct 2010. Ostend, Belgium. ISBN: 978-90-77381-57-1. | Maervoet, J., Blomme, L., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2010). Road Network Hierarchy Generation by Distributed Agents for a Routing Application. In: Proceedings of BNAIC 2010. Presented at the Benelux Conference on Artificial Intelligence, Luxembourg, 25 Oct 2010-26 Oct 2010. | Kaddoum, E., Martinez, Y., Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G., Gleizes, M-P., Georgé, J-P. (2010). Adaptive methods for flexible job shop scheduling with due-dates, release-dates and machine perturbations. Presented at the International Conference on Parallel Problem Solving From Nature, Workshop on Self-tuning, self-configuring and self-generating search heuristics (Self* 2010), Krakow, Poland, 11 Sep 2010-15 Sep 2010. | Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2010). Hyper-heuristics with a dynamic heuristic set for the home care scheduling problem. In: G. Fogel (Eds.), IEEE Proceedings of the 2010 world conference on computational intelligence - WCCI 2010, Congress on evolutionary computation CEC 2010, (Paper No. C-7932), (2875-2882). Presented at the Congress on evolutionary computation, Barcelona, Spain, 18 Jul 2010-23 Jul 2010. Piscataway, N.J.. doi: 10.1109/CEC.2010.5586348 Open Access | Audenaert, J., Verbeeck, K., Vanden Berghe, G. (2009). Multi-Agent Based Simulation for Boarding. In: The 21st Belgian- Netherlands Conference on Artificial Intelligence, (3-10). Presented at the BNAIC, Eindhoven, 29 Oct 2009-30 Oct 2009. | Wauters, T., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2009). A multi-agent learning approach for the multi-mode resource-constrained project scheduling problem. In: Decker, Sichman, Sierra, Castelfranchi (Eds.), Proc. of 8th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2009), (1-8). Presented at the Autonomous Agents and Multiagent Systems, Hungary, 10 May 2009-15 May 2009. Open Access | Thoelen, K., Michiels, S., Joosen, W., Vangheluwe, K., Verbeeck, K. (2009). A sensor middleware and agent-based communication platform for supply-chain management. In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS: vol. 2, (1437-1438). ISBN: 9781615673346. | Vrancx, P., Verbeeck, K., Nowé, A. (2008). Decentralized learning in markov games. In: Belgian/Netherlands Artificial Intelligence Conference, (375-376). | Peeters, M., Kononen, V., Verbeeck, K., Nowe, A. (2008). A learning automata approach to multi-agent policy gradient learning. In: I. Lovrek, R. Howlett, L. Jain (Eds.), Knowledge-based intelligent information and engineering systems, pt 2, proceedings: vol. 5178, (379-390). Presented at the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems Zagreb, CROATIA, SEP 03-05, 2008. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-85564-4. | Peeters, M., Kononen, V., Verbeeck, K., Van Segbroeck, S., Nowe, A. (2008). Coordinated exploration in conflicting multi-stage games. In: I. Lovrek, R. Howlett, L. Jain (Eds.), Knowledge-based intelligent information and engineering systems, pt 2, proceedings: vol. 5178, (391-402). Presented at the 12th International Conference on Knowledge-Based Intelligent Information and Engineering Systems Zagreb, CROATIA, SEP 03-05, 2008. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-85564-4. | Peeters, M., Verbeeck, K., Nowe, A. (2008). Solving multi-stage games with hierarchical learning automata that bootstrap. In: K. Tuyls, A. Nowe, Z. Guessoum, D. Kudenko (Eds.), Adaptive agents and multi-agent systems: vol. 4865, (169-187). Presented at the 7th European Symposium on Adaptive Agents and Multi-Agent Systems Maastricht, NETHERLANDS, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-77947-6. | Vrancx, P., Verbeeck, K., Nowe, A. (2008). Networks of learning automata and limiting games. In: K. Tuyls, A. Nowe, Z. Guessoum, D. Kudenko (Eds.), Adaptive agents and multi-agent systems: vol. 4865, (224-238). Presented at the 7th European Symposium on Adaptive Agents and Multi-Agent Systems Maastricht, NETHERLANDS, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-77947-6. | de Jong, S., Tuyls, K., Verbeeck, K., Roos, N. (2008). Priority awareness: Towards a computational model of human fairness for multi-agent systems. In: K. Tuyls, A. Nowe, Z. Guessoum, D. Kudenko (Eds.), Adaptive agents and multi-agent systems: vol. 4865, (117-128). Presented at the 7th European Symposium on Adaptive Agents and Multi-Agent Systems Maastricht, NETHERLANDS, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-77947-6. | Vangheluwe, K., Souffriau, W., Verbeeck, K., De Causmaecker, P. (2008). Dynamic scheduling of multi-media streams in home automation systems. In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS: vol. 3, (1637-1638). ISBN: 9781605604701. | De Jong, S., Tuyls, K., Verbeeck, K. (2008). Artificial agents learning human fairness. In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS: vol. 2, (845-852). ISBN: 9781605604701. | Peeters, M., Verbeeck, K., Nowe, A. (2007). The effect of bootstrapping in multi-automata reinforcement learning. In: 2007 IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning, (76-83). Presented at the IEEE International Symposium on Approximate Dynamic Programming and Reinforcement Learning Honolulu, HI, APR 01-05, 2007. 345 E 47TH ST, NEW YORK, NY 10017 USA. ISBN: 978-1-4244-0706-4. | Vrancx, P., Verbeeck, K., Nowe, A. (2007). Analyzing stigmergetic algorithms through automata games. In: K. Tuyls, R. Westra, Y. Saeys, A. Nowe (Eds.), Knowledge discovery and emergent complexity in bioinformatics: vol. 4366, (145-156). Presented at the 1st International Workshop on Knowledge Discovery and Emergent Complexity in Bioinformatics Ghent, BELGIUM, MAY 10, 2006. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-71036-3. | Vrancx, P., Verbeeck, K., Nowe, A. (2007). Optimal convergence in multi-agent MDPs. In: B. Apolloni, R. Howlett, L. Jain (Eds.), Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007, Pt III, Proceedings: vol. 4694, (107-114). Presented at the 11th International Conference on Knowledge-Based Intelligent Informational and Engineering Systems/17th Italian Workshop on Neural Networks Vietri sul Mare, ITALY, SEP 12-14, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-74828-1. | van den Herik, H.J., Hennes, D., Kaisers, M., Tuyls, K., Verbeeck, K. (2007). Multi-agent learning dynamics: A survey. In: M. Klusch, K. Hindriks, M. Papazoglou, L. Strerling (Eds.), Cooperative Information Agents XI, Proceedings: vol. 4676, (36-56). Presented at the 11th International Workshop on Cooperative Information Agents Delft, NETHERLANDS, SEP 19-21, 2007. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 978-3-540-75118-2. | Nowé, A., Verbeeck, K., Peeters, M. (2006). Learning automata as a basis for multi agent reinforcement learning. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): vol. 3898 LNAI, (71-85). ISBN: 3540330534. | Nowe, A., Verbeeck, K., Peeters, M. (2006). Learning automata as a basis for multi agent reinforcement learning. In: K. Tuyls, P. Hoen, K. Verbeeck, S. Sen (Eds.), Lecture Notes in Computer Science: vol. 3898, (71-85). Presented at the 1st International Workshop on Learning and Adaption in Multi-Agent Systems Utrecht, NETHERLANDS, JUL 25, 2005. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-33053-4. | Verbeeck, K., Nowé, A., Tuyls, K. (2005). Coordinated exploration in multi-agent reinforcement learning: An application to load-balancing. In: Proceedings of the International Conference on Autonomous Agents, (1223-1224). | Verbeeck, K., Tuyls, K., Nowe, A., Kuijpers, B., Manderick, B. (2005). Preface. In: Belgian/Netherlands Artificial Intelligence Conference. | Verbeeck, K., Nowe, A., Peeters, M., Tuyls, K. (2005). Multi-agent Reinforcement Learning in stochastic single and multi-stage games. In: D. Kudenko, D. Kazakov, E. Alonso (Eds.), Lecture Notes in Computer Science: vol. 3394, (275-294). Presented at the 4th Symposium on Adaptive Agents and Multi-Agent Systems Leeds, ENGLAND, MAR 29-30, 2004. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-25260-6. | Peeters, M., Verbeeck, K., Nowé, A. (2004). Multi-agent learning in conflicting multi-level games with incomplete information. In: AAAI Fall Symposium - Technical Report: vol. FS-04-02, (73-80). | Nowe, A., Verbeeck, K., Vrancx, P. (2004). Multi-type ant colony: The edge disjoint paths problem. In: M. Dorigo, M. Birattari, C. Blum, L. Gambardella, F. Mondada, T. Stutzel (Eds.), Lecture Notes in Computer Science: vol. 3172, (202-213). Presented at the 4th International Workshop on Ant Colony Optimization and Swarm Intelligence Brussels, BELGIUM, SEP 05-08, 2004. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-22672-9. | Parent, J., Verbeeck, K., Lemeire, J., Nowe, A., Steenhaut, K., Dirkx, E. (2004). Adaptive load balancing of parallel applications with multi-agent reinforcement learning on heterogeneous systems. In: Scientific Programming: vol. 12 (2), (71-79). doi: 10.1155/2004/987356 | Tuyls, K., Verbeeck, K., Lenaerts, T. (2003). A Selection-Mutation Model for Q-learning in Multi-Agent Systems. In: Proceedings of the Interantional Conference on Autonomous Agents: vol. 2, (693-700). | Tuyls, K., Verbeeck, K., Maes, S. (2003). On a dynamical analysis of reinforcement learning in games: Emergence of Occam's Razor. In: V. Marik, J. Muller, M. Pechoucek (Eds.), Lecture Notes in Computer Science: vol. 2691, (335-344). Presented at the 3rd International Central and Eastern European Conference on Multi-Agent Systems (CEEMAS (2003) PRAGUE, CZECH REPUBLIC, JUN 16-18, 2003. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-40450-3. | Verbeeck, K., Parent, J., Nowe, A. (2002). Homo egualis reinforcement learning agents for load balancing. In: W. Truszkowski, C. Rouff, M. Hinchey (Eds.), Lecture Notes in Computer Science: vol. 2564, (81-91). Presented at the 1st International Workshop on Radical Agent Concepts MCLEAN, VIRGINIA, JAN 16-18, 2002. HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY. ISBN: 3-540-40725-1. | Verbeeck, K., Nowe, A., Lenaerts, T., Parent, J. (2002). Learning to reach the Pareto optimal Nash equilibrium as a team. In: B. Mckay, J. Slaney (Eds.), AL 2002: ADVANCES IN ARTIFICIAL INTELLIGENCE: vol. 2557, (407-418). Presented at the 15th Australian Joint Conference on Artificial Intelligence, CANBERRA, AUSTRALIA, 02 Dec 2002-06 Dec 2002. ISBN: 3-540-00197-2. (URL) | Parent, J., Verbeeck, K., Lemeire, J. (2002). Adaptive load balancing of parallel applications with reinforcement learning on heterogeneous networks. In: W. Xu (Eds.), Dcabes 2002, proceeding, (243-246). Presented at the International Symposium on Distributed Computing and Applications to Business, Engineering and Science WUXI, PEOPLES R CHINA, DEC 16-20, 2002. 122 LUOSHI RD, WUHAN 430070, PEOPLES R CHINA. ISBN: 7-5629-1881-3. | Nowé, A., Parent, J., Verbeeck, K. (2001). Social agents playing a periodical policy. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): vol. 2167, (382-393). ISBN: 3540425365. | Nowe, A., Verbeeck, K. (1999). Formalizing the ant algorithms in terms of reinforcement learning. In: D. Floreano, J.D. Nicoud, F. Mondada (Eds.), ADVANCES IN ARTIFICIAL LIFE, PROCEEDINGS: vol. 1674, (616-620). Presented at the 5th European Conference on Artificial Life (ECAL), LAUSANNE, SWITZERLAND, 13 Sep 1999-17 Sep 1999. ISBN: 3-540-66452-1. (URL) | Nowe, A., Steenhaut, K., Fakir, M., Verbeeck, K. (1998). Q-learning for adaptive, load based routing. In: 1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, (3965-3970). Presented at the IEEE International Conference on Systems, Man, and Cybernetics - Intelligent Systems for Humans in a Cyberworld (SMC 98), SAN DIEGO, CA, 11 Oct 1998-14 Oct 1998. ISBN: 0-7803-4778-1. (URL) |
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| | Conference proceedings (not peer reviewed) | Wauters, T., Verstraete, P., De Causmaecker, P., Vanden Berghe, G., Verbeeck, K. (2011). The MESware scheduler: an adaptive production scheduling system with complex constraints. In: P. De Causmaecker, J. Maervoet, T. Messelis, K. Verbeeck, T. Vermeulen (Eds.), Proceedings of BNAIC 2011, (463-463). Presented at the BNAIC, Gent, Belgium, 03 Nov 2011-04 Nov 2011. | Vermeulen, T., Verbeeck, K. (2010). A testbed for intelligent soccer strategies for the RoboCup.be team. In: Proceedings of BNAIC 2010. Presented at the BNAIC, University of Luxembourg, 25 Oct 2010-26 Oct 2010. Open Access |
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| | Abstracts/Presentations/Posters | Verbeeck, K. (2018). Measuring social succes @ growfunding.be. Presented at the 3rd ECN CrowdCamp “The European Dimension of Civic Crowdfunding”, Bologna, Italy, 28 Jun 2018-29 Jun 2018. (professional oriented) | Verbeeck, K. (2018). Measuring social succes @ growfunding.be. Presented at the Smart Cities Chair : Local Exconomy in a Smart City Context, SMIT Lab - Vrije Universiteit Brussel, 07 Jun 2018-07 Jun 2018. (professional oriented) | Verbeeck, K. (2018). Measuring social succes @ growfunding.be. Presented at the Mediawijsheid : Bubbels en babbels 2018: impact, financiering en haatspraak aanpakken, Mediawijsheid @ BeCentral Cantersteen 12, Brussel, 06 Feb 2018-06 Feb 2018. (professional oriented) | Verbeeck, K. (2018). Measuring social succes @ growfunding.be. Presented at the The Civic Crowdfunding City, Beursschouwburg, 20-28, Rue Auguste Orts, Brussels, 18 Jan 2018-18 Jan 2018. (professional oriented) | Tency, I., De Winne, D., Verbeeck, K., Buysse, H. (2017). Internet use, needs and expectations of digital information and communication of Flemish women during the postpartum. (Abstract No. 199). Presented at the European Congress on Intrapartum Care: Making Birth Safer, Stockholm, 25 May 2017-27 May 2017. | Misir, M., De Causmaecker, P., Vanden Berghe, G., Verbeeck, K. (2011). A New Hyper-heuristic Implementation in HyFlex: a Study on Generality. In: the 23rd Benelux Conference on Artificial Intelligence (BNAIC11). Presented at the the 23rd Benelux Conference on Artificial Intelligence (BNAIC11), Gent, Belgium, 03 Nov 2011-04 Nov 2011. Open Access | Misir, M., De Causmaecker, P., Vanden Berghe, G., Verbeeck, K. (2011). An adaptive hyper-heuristic for CHeSC 2011. Presented at the OR53 Annual Conference, Nottingham, UK, 06 Sep 2011-08 Sep 2011. Open Access | Wauters, T., Verstraete, P., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2011). Production scheduling for the food industry: An integrated approach. In: Proceedings of ORBEL 25, (89-90). Presented at the ORBEL, Ghent, Belgium, 10 Feb 2011-11 Feb 2011. Open Access | Misir, M., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2011). Design of a generic selection hyper-heuristic. Presented at the the 25th Annual Conference of the Belgian Operations Research Society (ORBEL), Ghent, 10 Feb 2011-11 Feb 2011. Open Access | Wauters, T., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2010). Learning agents for the multi-mode project scheduling problem. In: Proceedings of BNAIC 2010, (1-2). Presented at the BNAIC, Luxembourg, 25 Oct 2010-26 Oct 2010. Open Access | De Causmaecker, P., Verbeeck, K., Wauters, T., Martinez, Y. (2010). Scalable decentralised approaches for job shop scheduling. In: Proceedings of EUROXXIV, (Abstract No. TF-28-4), (203-203). Presented at the EUROXXIV, Lisbon, 11 Jul 2010-14 Jul 2010. | Wauters, T., Martinez, Y., De Causmaecker, P., Nowé, A., Verbeeck, K. (2010). Reinforcement learning approaches for the parallel machines job shop scheduling problem. In: itec2010 A look at the neighbours: interdisciplinary approaches to adaptive learning. Presented at the International conference on interdisciplinary research on technology, education and communication, Kortrijk, 25 May 2010-27 May 2010. Open Access | Naessens, V., Mihaylov, M., De Jongh, S., Verbeeck, K., Nowé, A. (2010). Carebook: Assisting elderly people by social networking. In: Proceedings of st International Conference on Interdisciplinary Research on Technology, Education and Communication: vol. 126, (Abstract No. 4). Presented at the ITEC2010, Kortrijk, 25 May 2010-27 May 2010. | Wauters, T., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2010). A game theoretic approach to decentralized multi-project scheduling (Extended abstract). In: Proc. of 9th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2010), (Abstract No. R-24), (1415-1416). Presented at the Autonomous Agents and Multiagent Systems, Toronto, Canada, 10 May 2010-14 May 2010. Open Access | Vrancx, P., Verbeeck, K., Nowe, A. (2010). Taking turns in general sum Markov games. In: Proceedings of the 9th International Conference on Autonomous Agents and Multiagent systems. Presented at the AAMAS, Torronto, 10 May 2010-14 May 2010. Open Access | Wauters, T., Verstichel, J., Verbeeck, K., Vanden Berghe, G. (2010). A hybrid learning and combinatorial optimization approach for automotive maintenance scheduling. In: Proceedings of ORBEL 24, (107-108). Presented at the ORBEL, Liege, 28 Jan 2010-29 Jan 2010. Open Access | Misir, M., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2010). Hyper-heuristics Learning a Varying Set of Low-level Heuristics. Presented at the the 24th Belgian Conference on Operations Research, Liege, 28 Jan 2010-29 Jan 2010. | Misir, M., Verbeeck, K., Vanden Berghe, G., De Causmaecker, P. (2009). A Hyper-heuristic Approach to the Home Care Scheduling Problem. Presented at the the 14th Belgian-French-German Conference on Optimization (BFG'09), Leuven,Belgium, 14 Sep 2009-18 Sep 2009. | Misir, M., Wauters, T., Verbeeck, K., Vanden Berghe, G. (2009). A New Learning Hyper-heuristic for the Traveling Tournament Problem. Presented at the the 8th Metaheuristic International Conference (MIC'09), Hamburg,Germany, 13 Jul 2009-16 Jul 2009. Open Access | Demeester, P., Misir, M., Bilgin, B., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2009). A hyper-heuristic approach to the patient admission scheduling problem. In: 35th Annual ORAHS conference, (65-65). Presented at the ORAHS, Leuven, 12 Jul 2009-17 Jul 2009. | Misir, M., Bilgin, B., Demeester, P., Verbeeck, K., Vanden Berghe, G. (2009). A Hyper-heuristic Approach to the Patient Admission Scheduling Problem. Presented at the the 35th International Conference of Operational Research Applied to Health Services (ORAHS'09), Leuven,Belgium, 12 Jul 2009-17 Jul 2009. | Thoelen, K., Michiels, S., Joosen, W., Vangheluwe, K., Verbeeck, K. (2009). A sensor middleware and agent-based communication platform for supply-chain management. In: Proceedings of 8th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS2009), (Abstract No. D-20), (1409-1410). Presented at the AAMAS09, Budapest, 10 May 2009-15 May 2009. Open Access | Wauters, T., Verbeeck, K., Bilgin, B., Demeester, P. (2009). Learning automata for hyperheuristic selection. In: Proceedings of ORBEL 23. Presented at the ORBEL, Leuven, 05 Feb 2009-06 Feb 2009. Open Access | Misir, M., De Causmaecker, P., Verbeeck, K., Vanden Berghe, G. (2009). Hyper-heuristics: Raising the Level of Generality. Presented at the the 23rd Belgian Conference on Operations Research (ORBEL'09), Leuven,Belgium, 05 Feb 2009-06 Feb 2009. | Wauters, T., Verstichel, J., Verbeeck, K., Vanden Berghe, G. (2009). A Learning Metaheuristic for the Multi Mode Resource Constrained Project Scheduling Problem. Presented at the Learning and Intelligent OptimizatioN, Trento (Italy), 14 Jan 2009-18 Jan 2009. Open Access |
| | | | Accepted Abstracts/Presentations/Posters | Wauters, T., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). A decentralized multi-project approach. In: Proceedings of the 13th International Conference on Project Management and Scheduling.. Presented at the International Conference on Project Management and Scheduling, Leuven, 01 Apr 2012-04 Apr 2012. | Misir, M., Verbeeck, K., De Causmaecker, P., Vanden Berghe, G. (2012). Design Principles and Performance Analysis of a Selection Hyper-heuristic across Multiple Problem Domains. Presented at the the 26th Belgian Conference on Operations Research (ORBEL12), Brussels, Belgium, 02 Feb 2012-03 Feb 2012. Open Access |
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| | PhD Theses | Wauters, T., De Causmaecker, P. (sup.), Verbeeck, K. (cosup.) (2012). Reinforcement Learning Enhanced Heuristic Search for CombinatorialOptimizationReinforcement Learning Enhanced Heuristic Search for CombinatorialOptimization (Reinforcement Learning gebaseerde heuristieken voorcombinatorische optimalisatie). | Misir, M., De Causmaecker, P. (sup.), Vanden Berghe, G. (cosup.), Verbeeck, K. (cosup.) (2012). Intelligent hyper-heuristics: a tool for solving generic optimisation problems. 282 |
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| | Reports | Maervoet, J., Brackman, P., De Causmaecker, P., Verbeeck, K., Vanden Berghe, G. (2013). Wayfinding by multi-level heuristic node promotion in real road networks (technical report). Open Access |
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| | Other | Verbeeck, K. (2015). Sociaal Succesmeter. Maatschappelijke meerwaarde bewerkstelligen via sociaalinnovatieve technologie. | |
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