Publications
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- Ramanna, S., Peters, J.F., Skowron, A.: Approaches to Conflict Dynamics Based on Rough Sets. Fundamenta Informaticae 72 (2006) 1-16.
- Skowron, A., Stepaniuk, J., Peters, J.F., Swiniarski, R.: Calculi of approximation spaces, Fundamenta Informaticae, 72 (2006) 1001-1016.
- Peters, J.F. Approximation spaces with off-policy Monte Carlo reinforcement learning. Engineering Applications of Artificial Intelligence, doi:10.1016/j.engappai.2006.11.005 (2006) 1-26.
- J.F. Peters, M. Borkowski, C. Henry, D. Lockery, D.S. Gunderson, and S. Ramanna, "Line-crawling bots that inspect electric power transmission line equipment", Proc. Third Int. Conference on Autonomous Robots and Agents (ICARA 2006), Palmerston North, New Zealand, 2006, pp. 39-45.
- Peters, J.F., Henry, C. Reinforcement learning with approximation spaces. Fundamenta Informaticae 71 (2-3) (2006) 323-349.
- Peters, J.F.: Rough ethology: Towards a Biologically-Inspired Study of Collective Behavior in Intelligent Systems with Approximation Spaces, Transactions on Rough Sets III (2005) 153-174.
- J.F. Peters, C. Henry, D. Lockery, M. Borkowski, and S. Ramanna, "Approximation spaces for swarms that learn", Recent Developments in Artificial Intelligence Methods (AIMETH 2005), T. Burczynski, W. Cholewaw, W. Moczulski, Eds., Gliwice, Poland: Center of Excellence AI-METH at Silesian University of Technology, 2005, pp. 135-138.
- Peters, J. F., Henry, C., Ramanna, S.: Rough ethograms: A study of intelligent system behavior. In: Mieczyslaw A. Klopotek, Slawomir Wierzchon, Krzystof Trojanowski(Eds.), Intelligent Information Systems. Advances in Soft Computing. Springer-Verlag, Heidelberg, (2005) 117-126.
- J.G. Bazan, J.F. Peters, A. Skowron, Behavioral pattern identification through rough set modelling. In: D.Slezak et al., Lecture Notes in Artificial Intelligence, Springer-Verlag, Berlin, 2005, 685-694
- J.F. Peters, C. Henry, and S. Ramanna, "Reinforcement learning in swarms that learn", Proc. 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2005), Compiegne Univ. of Technology, France, 2005, pp. 400-406.
- J.F. Peters, C. Henry, and S. Ramanna, "Reinforcement learning with pattern-based rewards", Proc. fourth International IASTED Conference on Computational Intelligence (CI 2005), Calgary, Alberta, 2005, pp. 267-272.
- Peters, J. F., Borkowski, M.: K-means indiscernibility relation over pixels. In: S. Tsumoto, R. Slowinski, J. Komorowski, J.W. Grzymala-Busse, Lecture Notes in Artificial Intelligence (LNAI), 3066, Berlin, Springer-Verlag (2004), 580-535
- Peters, J. F. : Approximation space for intelligent system design patterns. Engineering Applications of Artificial Intelligence 17, No. 4, (2004) 1--8
- Peters, J. F., Feng, H.: Adaptive granular control of an HVDC system: A rough set approach. In:Wang, G. Liu, Q., Yao, Y., Skowron, A. (Eds.), Proceedings 9th Int. Conf. on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing (RSFDGrC2003). Lecture Notes in Artificial Intelligence 2639. Springer-Verlag, Berlin (2003) 213-220
- J.F. Peters, A. Skowron (Eds.), Transactions on Rough Sets, Volumes I-VII, Springer-Verlag, Berlin, 2004-2007.
- Skowron, A., Stepaniuk, J., Peters, J.F., Swiniarski, R.: Calculi of approximation spaces. Fundamenta Informaticae 72(2006) 363-378.
- Skowron, A., Peters, J.F.: Rough-Granular Computing, In: Pedrycz, W., Skowron, A., Kreinovich, V. (Eds.), Handbook on Granular Computing, Wiley, NY (2007) in press.
- Peters, J.F., Borkowski, M. K-means indiscernibility relation over pixels. In: S. Tsumoto, R. Slowinski, J. Komorowski, J.W. Grymala-Busse, Eds. Rough Sets and Current Trends in Computing, LNAI 3066. Berlin, Heidelberg, Springer, 2004, 580-585. See image approximation tool available for download from the Computational Intelligence Laboratory web page.
- Skowron, A., Peters, J. F.: Rough sets: Trends and Challenges. In:Wang, G. Liu, Q., Yao, Y., Skowron, A. (Eds.), Proceedings 9th Int. Conf. on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing (RSFDGrC2003). Lecture Notes in Artificial Intelligence 2639. Springer-Verlag, Berlin (2003) 25-34
- J.F. Peters, Topology of Digital Images. Visual Pattern Discovery in Proximity Spaces. Springer Intelligent Systems Reference Library, Berlin, 2014, vii+355pp.
- J.F. Peters, Local near sets: Pattern discovery in proximity spaces, Math. in Comp. Sci. 7 (1), 2013, 87–106. DOI: 10.1007/s11786-013-0143-z.
- J.F. Peters, Near sets: An introduction, Math. in Comp. Sci. 7 (1), 2013, 3-9, DOI 10.1007/s11786-013-0149-6.
- J.F. Peters, E. ˙Inan, and M.A. ¨Ozt¨urk, Spatial and descriptive isometries in proximity spaces, General Mathematics Notes, 2014, in press.