Publications

Journals and Lecture Notes

S. Jurado, À. Nebot, F. Mugica and M. Mihaylov, "Fuzzy Inductive Reasoning Forecasting Strategies Able to Cope with Missing Data: A Smart Grid Application," in Applied Soft Computing, vol. 51, pp. 225–238, 2017.

S. De Clercq, K. Bauters, S. Schockaert, M. Mihaylov, A. Nowé, M. De Cock, "Exact and Heuristic Methods for Solving Boolean Games," Autonomous Agents and Multi-Agent Systems, vol. 31(1), pp. 66-106, DOI: 10.1007/s10458-015-9313-5, 2017.

M. Mihaylov, I. Razo-Zapata, R. Rădulescu, S. Jurado, N. Avellana and A. Nowé, "Smart Grid Demonstration Platform for Renewable Energy Exchange," in Lecture Notes in Computer Science: Advances in Practical Applications of Scalable Multi-agent Systems, vol. 9662, pp 277-280, DOI: 10.1007/978-3-319-39324-7_30, 2016.

M. Mihaylov, P. Smet, W. Van Den Noortgate, G. Vanden Berghe, "Facilitating the Transition from Manual to Automated Nurse Rostering," Health Systems, vol. 5(2), pp 120-131, DOI: 10.1057/hs.2015.12, 2016.

P. Smet, T. Wauters, M. Mihaylov, and G. Vanden Berghe, "The shift minimisation personnel task scheduling problem: a new hybrid approach and computational insights," Omega – The International Journal of Management Science, vol. 46, pp. 64-73, 2014.

M. Mihaylov, K. Tuyls, and A. Nowé, "A Decentralized Approach for Convention Emergence in Multi-Agent Systems," Autonomous Agents and Multi-Agent Systems, DOI: 10.1007/s10458-013-9240-2, vol. 28(5), pp. 749-778, 2014.

K.-H. Phung, B. Lemmens, M. Mihaylov, K. Steenhaut, L. Tran, "Adaptive Learning-Based Scheduling in Multi-Channel Protocol for Energy-Efficient Data Gathering Wireless Sensor Networks," International Journal of Distributed Sensor Networks, vol. 2013, Article ID 345821, 11 pages, 2013.

M. Mihaylov, Y.-A. Le Borgne, K. Tuyls, and A. Nowé, "Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks," International Journal of Communication Networks and Distributed Systems, vol. 9, pp. 207-224, 2012.

M. Mihaylov, Y.-A. Le Borgne, K. Tuyls, and A. Nowé, "Reinforcement Learning for Self-Organizing Wake-Up Scheduling in Wireless Sensor Networks," Communications in Computer and Information Science, vol. 271, pp. 382-396, 2013.

M. Mihaylov, Y.-A. Le Borgne, K. Tuyls, and A. Nowé, "Decentralized Learning in Wireless Sensor Networks," in Lecture Notes in Computer Science (Springer Berlin/Heidelberg), vol. 5924, 2010.

Conference proceedings

I. Razo-Zapata, M. Mihaylov and E. Proper, "Exploring the Application of Multilayer Networks in Enterprise Architecture: A Case Study in the Smart Grid," in Proc. of the 18th IEEE Conference on Business Informatics, 2016.

M. Mihaylov, I. Razo-Zapata, R. Rădulescu, and A. Nowé, "Boosting the Renewable Energy Economy with NRGcoin," in Proc. of the 4th International Conference on ICT for Sustainability (ICT4S), Amsterdam, The Netherlands, 2016.

I. Razo-Zapata, M. Mihaylov and A. Nowé, "Integration of Load Shifting and Storage to Reduce Gray Energy Demand," in Proc. of the 5th International Conference on Smart Cities and Green ICT Systems (SMARTGREENS), Rome, Italy, 2016.

M. Mihaylov, S. Jurado, N. Avellana, I. Rázo-Zapata, K. Van Moffaert, A. Cañadas, M. Bezunartea, L. Arco, I. Grau and A. Nowé, "SCANERGY: a Scalable and Modular System for Energy Trading Between Prosumers," in Proc. of the 14th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Istanbul, Turkey, 2015.

M. Mihaylov, S. Jurado, N. Avellana, K. Van Moffaert, I. Magrans de Abril and A. Nowé, "NRGcoin: Virtual Currency for Trading of Renewable Energy in Smart Grids," in Proc. of the 11th International Conference on the European Energy Market (EEM), Krakow, Poland, 2014.

M. Mihaylov, S. Jurado, K. Van Moffaert, N. Avellana, and A. Nowé, "NRG-X-Change: A Novel Mechanism for Trading of Renewable Energy in Smart Grids," in Proc. of the 3rd International Conference on Smart Grids and Green IT Systems (SmartGreens), Barcelona, Spain, 2014.

S. De Clercq, K. Bauters, S. Schockaert, M. Mihaylov, M. De Cock, and A. Nowé, "Decentralized computation of Pareto optimal pure Nash equilibria of Boolean games with privacy concerns," in Proc. of the 6th International Conference on Agents and Artificial Intelligence (ICAART), Angers, France, 2014.

M. Mihaylov, T. Wauters, and G. Vanden Berghe, "Geoxam: Decision Support Tool for Geographically Distributed Exam Scheduling," in Proc. of the 25th Benelux Conference on Artificial Intelligence (BNAIC), Ghent, Belgium, 2013.

M. Mihaylov, T. Wauters and G. Vanden Berghe, "A 3-phase approach to geographically distributed exam timetabling," in Proc. of the Multidisciplinary International Scheduling Conference: Theory and Applications (MISTA), Ghent, Belgium, 2013.

M. Mihaylov, P. Smet and G. Vanden Berghe, "Automatic Constraint Weight Extraction for Nurse Rostering: A Case Study," in Proc. of the 27th Annual Conference of the Belgian Operations Research Society (ORBEL), Kortrijk, Belgium, 2013.

M. Mihaylov, Y.-A. Le Borgne, K. Tuyls, and A. Nowé, "Distributed Cooperation in Wireless Sensor Networks," in Proc. of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Taipei, Taiwan, 2011.

M. Mihaylov, K. Tuyls, and A. Nowé, "Simple Decentralized Algorithm for Coordination Games," in Proc. of the 21st Annual Belgian-Dutch Conference on Machine Learning (BENELEARN), Ghent, Belgium, 2012.

M. Mihaylov, Y.-A. Le Borgne, K. Tuyls, and A. Nowé, "Self-Organizing Synchronicity and Desynchronicity using Reinforcement Learning," in Proc. of the 3rd International Conference on Agents and Artificial Intelligence (ICAART), Rome, Italy, 2011.

M. Mihaylov, Y.-A. Le Borgne, K. Tuyls, and A. Nowé, "DESYDE: Decentralized (De)synchronization in Wireless Sensor Networks," in Proc. of the 23rd Belgium-Netherlands Conference on Artificial Intelligence (BNAIC), Ghent, Belgium, 2011.

K. Van Moffaert, B. Van Vreckem, M. Mihaylov, and A. Nowé, "A Learning Approach to the School Bus Routing Problem," in Proc. of the 23rd Belgium-Netherlands Conference on Artificial Intelligence (BNAIC), Ghent, Belgium, 2011.

M. Mihaylov, Y.-A. Le Borgne, K. Tuyls, and A. Nowé, "DESYDE: Decentralized (De)synchronization in Wireless Sensor Networks," in Proc. of the 20th Annual Belgian-Dutch Conference on Machine Learning (BENELEARN), The Hague, The Netherlands, 2011.

V. Naessens, M. Mihaylov, S. De Jong, K. Verbeeck, and A. Nowé, "Carebook: Assisting elderly people by social networking," in Proc. of the 1st International Conference on Interdisciplinary Research on Technology, Education and Communication (ITEC), Kortrijk, Belgium, 2010.

M. Mihaylov, Y.-A. Le Borgne, A. Nowé, and K. Tuyls, "Decentralized Reinforcement Learning for Wake-up Scheduling," in Proc. of the 7th European Conference on Wireless Sensor Networks - Posters and Demos, Coimbra, Portugal, 2010.

M. Mihaylov, K. Tuyls, and A. Nowé, "Decentralized Learning in Wireless Sensor Networks," in Proc. of the 21st Belgium-Netherlands Conference on Artificial Intelligence (BNAIC), Eindhoven, The Netherlands, 2009.

M. Mihaylov, A. Nowé, and K. Tuyls, "Collective Intelligent Wireless Sensor Networks," in Proc. of the 20th Belgium-Netherlands Conference on Artificial Intelligence (BNAIC), Enschede, The Netherlands, 2008.