Michal Jakob - Publications

2014

  • Michal Certicky, Michal Jakob, Radek Pibil, Zbynek Moler: Agent-based Simulation Testbed for On-demand Transport Services (Demonstration). Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014). 2014.
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  • Michal Certicky, Michal Jakob, Radek Pibil, Zbynek Moler: Agent-based Simulation Testbed for On-demand Mobility Services. In Proceedings of the 3rd International Workshop on Agent-based Mobility, Traffic and Transportation Models, Methodologies and Applications (ABMTRANS). 2014.
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  • Jan Hrncir and Qing Song and Pavol Zilecky and Marcel Nemet and Michal Jakob: Bicycle Route Planning with Route Choice Preferences. In Prestigious Applications of Artificial Intelligence (PAIS). 2014.
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  • Michal Jakob, Jan Hrncir, Luis Oliva, Francesco Ronzano, Pavol Zilecky, and Jason Finnegan: Personalized Fully Multimodal Journey Planner. In Prestigious Applications of Intelligent Systems (PAIS). 2014, p. 1225 - 1226.
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  • Jan Nykl, Michal Jakob and Jan Hrncir: Advanced Public Transport Network Analyser. In Prestigious Applications of Intelligent Systems (PAIS). 2014, p. 1229 - 1230.
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  • Qing Song, Pavol Zilecky, Michal Jakob, and Jan Hrncir: Exploring Pareto Routes in Multi-Criteria Urban Bicycle Routing. In IEEE Intelligent Transportation Systems Conference. 2014.
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  • Malcolm Egan and Michal Jakob: A Profit-Aware Negotiation Mechanism for On-Demand Transport Services. In European Conference on Artificial Intelligence (ECAI). 2014, p. 273 - 278.
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2013

  • Ondrej Vanek and Michal Jakob and Michal Pechoucek: Using Data-Driven Simulation for Analysis of Maritime Piracy. In Prediction and Recognition of Piracy Efforts Using Collaborative Human-Centric Information Systems. IOS Press, 2013, p. 109-116.
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  • Ondrej Vanek and Michal Jakob and Ondrej Hrstka and Michal Pechoucek: Agent-based Model of Mariime Traffic in Piracy-affected Waters. Transportation Research Part C: Emerging Technologies.. 2013, vol. 36, p. 157–176. ISSN 0968-090X.
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  • Hrncir, Jan and Jakob, Michal: Generalised Time-Dependent Graphs for Fully Multimodal Journey Planning. In Proceedings of IEEE Intelligent Transportation Systems Conference (ITSC). 2013, p. 2138--2145.
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  • Michal Jakob and Zbynek Moler: Modular Framework for Simulation Modelling of Interaction-Rich Transport Systems. In Proceedings of the 16th IEEE Intelligent Transportation Systems Conference (ITSC 2013). 2013.
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  • Hrncir, Jan and Rovatsos, Michael and Jakob, Michal: Ridesharing on Timetabled Transport Services: A Multiagent Planning Approach (preprint). Special issue of Journal of Intelligent Transportation Systems: Technology, Planning, and Operations. 2013.
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2012

  • Michal Jakob, Zbynek Moler, Antonin Komenda, Zhengyu Yin, Albert Xin Jiang, Matthew P. Johnson, Michal Pechoucek and Milind Tambe: AgentPolis: Towards a Platform for Fully Agent-based Modeling of Multi-Modal Transportation (Demonstration). In 12th International Conference on Autonomous Agents and Multiagent Systems. 2012.
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  • Michal Jakob and Ondrej Vanek and Ondrej Hrstka and Michal Pechoucek: Agents vs. Pirates: Multi-Agent Simulation and Optimization to Fight Maritime Piracy. In 12th International Conference on Autonomous Agents and Multiagent Systems. 2012.
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  • Ondrej Vanek and Branislav Bosansky and Michal Jakob, Viliam Lisy and Michal Pechoucek: Extending Security Games to Defenders with Constrained Mobility. In Proceedings of AAAI Spring Symposium GTSSH. 2012.
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  • Michal Jakob, Michal Pechoucek, Michal Cap, Peter Novak, Ondrej Vanek: Towards Incremental Development of Human-Agent-Robot Applications using Mixed-Reality Testbeds (preprint). IEEE Intelligent Systems. 2012.
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  • I. Carreras, S. Gabrielli, D. Miorandi, A. Tamilin, F. Cartolano, M. Jakob, S. Marzorati: SUPERHUB: a user-centric perspective on sustainable urban mobility. In Sense Transport '12 Proceedings of the 6th ACM workshop on Next generation mobile computing for dynamic personalised travel planning. 2012.
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  • Michal Jakob, Michal Pechoucek, Michal Cap, Peter Novak, Ondrej Vanek: Mixed-Reality Testbeds for Incremental Development of HART Applications. IEEE Intelligent Systems. 2012, vol. 27, p. 1541-1672.
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2011

  • Ondrej Vanek, Michal Pechoucek, Michal Jakob, Branislav Bosansky a Viliam Lisy: Agentni simulaci proti somalskym piratum. Scientific American, Czech Edition. 2011.
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  • Ondrej Vanek, Michal Jakob, Ondrej Hrstka, and Michal Pechoucek: AgentC: Agent-based System for Securing Maritime Transit (Demonstration). In Proceedings of The 10th International Conference on Autonomous Agents and Multiagent Systems. 2011.
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  • Branislav Bosansky, Viliam Lisy, Michal Jakob and Michal Pechoucek: Computing Time-Dependent Policies for Patrolling Games with Mobile Targets. Tenth International Conference on Autonomous Agents and Multiagent Systems. 2011.
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  • Michal Jakob and Ondrej Vanek and Michal Pechoucek: Using Agents to Improve International Maritime Transport Security. IEEE Intelligent Systems. 2011, vol. 26, p. 90-96. ISSN 1541-1672.
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  • Ondrej Vanek and Michal Jakob and Viliam Lisy and Branislav Bosansky and Michal Pechoucek: Iterative Game-theoretic Route Selection for Hostile Area Transit and Patrolling. In Tenth International Conference on Autonomous Agents and Multiagent Systems. 2011.
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  • Ondrej Vanek, Michal Jakob, Ondrej Hrstka, and Michal Pechoucek: Agent-based System for Securing Maritime Transit (May 2011). 2011.
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  • Ondrej Vanek, Michal Jakob, Ondrej Hrstka and Michal Pechoucek: Using Multi-Agent Simulation to Improve the Security of Maritime Transit. Proceedings of 12th International Workshop on Multi-Agent-Based Simulation (MABS). 2011, p. 1-16.
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  • Michal Jakob and Zbynek Moler and Roman Vaculin and Michal Pechoucek: Content-based Privacy Management on the Social Web. In Web Intelligence for Information Security Workshop of WI-IAT. 2011.
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  • Michal Jakob and Zbynek Moler and Roman Vaculin and Michal Pechoucek: Intelligent Content-based Privacy Assistant for Facebook. In Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology. 2011.
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2010

  • Michal Jakob and Ondrej Vanek and Branislav Bosansky and Ondrej Hrstka and Vojtech Krizek and Stepan Urban and Petr Benda and Michal Pechoucek: Adversarial Modeling and Reasoning in the Maritime Domain - Year 2 Report. 2010.
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  • Stepan Urban and Michal Jakob and Michal Pechoucek: Probabilistic modeling of mobile agents' trajectories. In Proceedings of the International Workshop on Agents and Data Mining Interaction (ADMI 2010). 2010.
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  • Ondrej Vanek and Branislav Bosansky and Michal Jakob and Michal Pechoucek: Transiting Areas Patrolled by a Mobile Adversary. In Proceedings of 2010 IEEE Conference on Compuattional Intelligence and Games. 2010.
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  • Michal Jakob and Ondrej Vanek and Stepan Urban and Petr Benda and Michal Pechoucek: AgentC: Agent-based Testbed for Adversarial Modeling and Reasoning in the Maritime Domain (Demo). In Proceedings of The Ninth International Conference on Autonomous Agents and Multiagent Systems. 2010.
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  • Michal Jakob and Ondrej Vanek and Stepan Urban and Petr Benda and Michal Pechoucek: Employing Agents to Improve the Security of International Maritime Transport. In Proceedings of AAMAS 2010 Workshop on Agents In Traffic and Transportation. 2010.
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2009

  • Michal Jakob and Ondrej Vanek and Stepan Urban and Petr Benda and Michal Pechoucek: Adversarial Modeling and Reasoning in the Maritime Domain (Year 1 Report). 2009.
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  • David Sislak and Premysl Volf and Michal Jakob and Michal Pechoucek: Distributed Platform for Large-Scale Agent-Based Simulations. In Agents for Games and Simulations. Berlin: Springer, 2009, p. 16-32.
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  • Jiri Hodik and Jiri Vokrinek and Michal Jakob: Information System for Modular Certification Testing. In Proceedings of 2nd International Researchers Symposium 2009 on Innovative Production Machines and Systems. 2009.
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  • Viliam Lisy and Michal Jakob and Petr Benda and Stepan Urban and Michal Pechoucek: Towards Cooperative Predictive Data Mining in Competitive Environments. In Agents and Data Mining Interaction, 4th International Workshop, ADMI 2009, Revised Selected Papers. Budapest, Hungary: Springer Berlin / Heidelberg, 2009, vol. 5680/2009, p. 95-108. ISBN 978-3-642-0360.
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  • Viliam Lisy and Branislav Bosansky and Michal Jakob and Michal Pechoucek: Adversarial Search with Procedural Knowledge Heuristic. In The Eighth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009). 2009, p. 899--906.
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  • Eduard Semsch and Viliam Lisy and Branislav Bosansky and Michal Jakob and Dusan Pavlicek and Jan Doubek and Michal Pechoucek: Adversarial Behavior Testbed. 2009.
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  • Viliam Lisy and Branislav Bosansky and Michal Jakob and Michal Pechoucek: Goal-based Adversarial Search - Searching Game Trees in Complex Domains using Goal-based Heuristic. In Proceedings of ICAART 2009 - First International Conference on Agents and Artificial Intelligence. Porto -- Portugal: INSTICC Press, 2009, p. 53--60. ISBN 978-989-8111-66.
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2008

  • Viliam Lisy and Michal Jakob and Jan Tozicka and Michal Pechoucek: Utility-based Model for Classifying Adversarial Behaviour in Multi-Agent Systems. In International Multiconference on Computer Science and Information Technology (IMCSIT). 2008, p. 47--53.
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  • Jakob, M. and Pechoucek, M. and Miles, S. and Luck, M.: Case studies for contract-based systems. In Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems (AAMAS): industrial track. 2008.
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  • Eduard Semsch, Michal Jakob, Jan Doubek and Michal Pechoucek: Using Player Models to Improve Robustness of HTN Plans in Multi-Agent Domains. In Proceedings of the 27th Workshop of the UK Planning and Scheduling Special Interest Group. 2008.
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2006

  • Jan Tozicka and Michal Jakob and Michal Pechoucek: Market-Inspired Approach to Collaborative Learning. In Cooperative Information Agent X. 2006, p. 213--227.
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2004

  • Michal Jakob and Jan Tozicka and Michal Pechoucek and Olga Stepankova: Reasoning about Agent's Private Knowledge. In EUMAS 2004. AgentLink, 2004, p. 355-364.
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2003

  • Michal Jakob: Directional Extensions of Seek Steering Behaviour. In 4th International Conference on Intelligent Games and Simulation (GAME-ON 2003). EUROSIS, 2003.
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Number of listed publications: 45