Krzysztof+Krawiec

a Polish computer scientist and associate professor affiliated to Laboratory of Intelligent Decision Support Systems, Institute of Computing Science, [|Poznań University of Technology]. His research interests include [|program synthesis], evolutionary computation, in particular genetic programming, [|coevolution] and evolutionary computation applied to games, pattern recognition and visual learning. In 2002/2003, Krzysztof Krawiec was visiting researcher at [|University of California, Riverside], and in 2013/2014, visiting scientist at Massachusetts Institute of Technology. || toc =Selected Publications=
 * Home * People * Krzysztof Krawiec**
 * [[image:KrzysztofKrawiec.jpg link="http://www.cs.put.poznan.pl/kkrawiec/"]] ||~ || **Krzysztof Krawiec**,
 * Krzysztof Krawiec ||~ ||^ ||

1995 ...

 * [|Jacek Jelonek], Krzysztof Krawiec, [|Roman Slowinski] (**1995**). //[|Rough Set Reduction of Attributes and their Domains for Neural Networks]//. [|Computational Intelligence], Vol. 11, No. 2
 * Krzysztof Krawiec, [|Roman Slowinski], [|Irmina Szczesniak] (**1998**). //[|Pedagogical Method for Extraction of Symbolic Knowledge from Neural Networks]//. [|Rough Sets and Current Trends in Computing 1998]

2000 ...

 * Krzysztof Krawiec (**2001**). //[|Genetic Programming with Local Improvement for Visual Learning from Examples]//. [|CAIP 2001]
 * Krzysztof Krawiec (**2002**). //[|Genetic Programming-based Construction of Features for Machine Learning and Knowledge Discovery Tasks]//. [|Genetic Programming and Evolvable Machines, Vol. 3], No. 4
 * Krzysztof Krawiec, [|Bir Bhanu] (**2003**). //[|Coevolutionary Feature Learning for Object Recognition]//. [|MLDM 2003]
 * Krzysztof Krawiec, [|Bir Bhanu] (**2003**). //[|Coevolution and Linear Genetic Programming for Visual Learning]//. [|GECCO 2003]

2005 ...

 * [|Bir Bhanu], [|Yingqiang Lin], Krzysztof Krawiec (**2005**). //[|Evolutionary Synthesis of Pattern Recognition Systems]//. [|Springer], New York
 * Krzysztof Krawiec (**2007**). //[|Generative Learning of Visual Concepts using Multiobjective Genetic Programming]//. [|Pattern Recognition Letters], Vol. 28, No. 16
 * Wojciech Jaśkowski, Krzysztof Krawiec, Bartosz Wieloch (**2007**). //BrilliANT: The Winner Entry of the GECCO'2007 Ant Wars Contest.// Technical report, [|pdf]
 * Wojciech Jaśkowski, Krzysztof Krawiec, Bartosz Wieloch (**2008**). //Winning Ant Wars: Evolving a Human-Competitive Game Strategy using Fitnessless Selection//. [|EuroGP 2008]
 * Wojciech Jaśkowski, Bartosz Wieloch, Krzysztof Krawiec (**2008**). //Fitnessless Coevolution//. [|GECCO'08], [|pdf]
 * Wojciech Jaśkowski, Krzysztof Krawiec, Bartosz Wieloch (**2008**). //Evolving Strategy for a Probabilistic Game of Imperfect Information using Genetic Programming//. Genetic Programming and Evolvable Machines, Vol. 9, No. 4, [|pdf]
 * Wojciech Jaśkowski, Krzysztof Krawiec (**2009**). //[|Formal Analysis and Algorithms for Extracting Coordinate Systems of Games]//. [|CIG 2009]
 * Marcin Szubert, Wojciech Jaśkowski, Krzysztof Krawiec (**2009**). //Coevolutionary Temporal Difference Learning for Othello//. IEEE Symposium on Computational Intelligence and Games, [|pdf]

2010 ...

 * Krzysztof Krawiec, Marcin Szubert (**2010**). //[|Coevolutionary Temporal Difference Learning for small-board Go]//. IEEE Congress on Evolutionary Computation
 * Krzysztof Krawiec, Marcin Szubert (**2011**). //Learning N-Tuple Networks for Othello by Coevolutionary Gradient Search//. [|GECCO 2011], [|pdf]
 * Krzysztof Krawiec, Wojciech Jaśkowski, Marcin Szubert (**2011**). //[|Evolving small-board Go players using Coevolutionary Temporal Difference Learning with Archives]//. [|Applied Mathematics and Computer Science], Vol. 21, No. 4
 * Marcin Szubert, Wojciech Jaśkowski, Krzysztof Krawiec (**2011**). //Learning Board Evaluation Function for Othello by Hybridizing Coevolution with Temporal Difference Learning//. [|Control and Cybernetics], Vol. 40, No. 3,[|pdf]
 * Marcin Szubert, Krzysztof Krawiec (**2012**). //[|Autonomous Shaping via Coevolutionary Selection of Training Experience]//. [|12. PPSN]
 * Marcin Szubert, Wojciech Jaśkowski, Paweł Liskowski, Krzysztof Krawiec (**2013**). //Shaping Fitness Function for Evolutionary Learning of Game Strategies//. [|GECCO 2013], [|pdf]
 * Wojciech Jaśkowski, Paweł Liskowski, Marcin Szubert, Krzysztof Krawiec (**2013**). //Improving Coevolution by Random Sampling//. [|GECCO 2013], [|pdf]
 * Bartosz Wieloch, Krzysztof Krawiec (**2013**). //Running Programs Backwards: Instruction Inversion for Effective Search in Semantic Spaces//. [|GECCO 2013]
 * Marcin Szubert, Wojciech Jaśkowski, Krzysztof Krawiec (**2013**). //[|On Scalability, Generalization, and Hybridization of Coevolutionary Learning: a Case Study for Othello]//. IEEE Transactions on Computational Intelligence and AI in Games, Vol. 5, No. 3
 * [|Ignacio Arnaldo], Krzysztof Krawiec, [|Una-May O'Reilly] (**2014**). //Multiple Regression Genetic Programming//. [|GECCO 2014], [|pdf]

=External Links=
 * [|Krzysztof Krawiec Site/Main]
 * [|Krzysztof Krawiec - Google Scholar Citations]
 * [|Krzysztof Krawiec | LinkedIn]

=References= =What links here?= include page="Krzysztof Krawiec" component="backlinks" limit="60"
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