Segmenting retinal blood vessels with deep neural networks P Liskowski, K Krawiec IEEE transactions on medical imaging 35 (11), 2369-2380, 2016 | 1008 | 2016 |
Rough set reduction of attributes and their domains for neural networks J Jelonek, K Krawiec, R Slowiński Computational intelligence 11 (2), 339-347, 1995 | 455 | 1995 |
Geometric semantic genetic programming A Moraglio, K Krawiec, CG Johnson Parallel Problem Solving from Nature-PPSN XII: 12th International Conference …, 2012 | 441 | 2012 |
Genetic programming needs better benchmarks J McDermott, DR White, S Luke, L Manzoni, M Castelli, L Vanneschi, ... Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012 | 313 | 2012 |
Genetic programming-based construction of features for machine learning and knowledge discovery tasks K Krawiec Genetic Programming and Evolvable Machines 3, 329-343, 2002 | 226 | 2002 |
Multiple regression genetic programming I Arnaldo, K Krawiec, UM O'Reilly Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014 | 147 | 2014 |
Visual learning by coevolutionary feature synthesis K Krawiec, B Bhanu IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 35 …, 2005 | 138 | 2005 |
Approximating geometric crossover in semantic space K Krawiec, P Lichocki Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009 | 121 | 2009 |
Semantic backpropagation for designing search operators in genetic programming TP Pawlak, B Wieloch, K Krawiec IEEE Transactions on Evolutionary Computation 19 (3), 326-340, 2014 | 110 | 2014 |
Behavioral program synthesis with genetic programming K Krawiec Springer International Publishing 618, 172, 2016 | 82 | 2016 |
Visual learning by evolutionary and coevolutionary feature synthesis K Krawiec, B Bhanu IEEE Transactions on Evolutionary Computation 11 (5), 635-650, 2007 | 78 | 2007 |
Behavioral programming: a broader and more detailed take on semantic GP K Krawiec, UM O'Reilly Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014 | 68 | 2014 |
Optical coherence microscopy as a novel, non-invasive method for the 4D live imaging of early mammalian embryos K Karnowski, A Ajduk, B Wieloch, S Tamborski, K Krawiec, M Wojtkowski, ... Scientific reports 7 (1), 4165, 2017 | 61 | 2017 |
Cerebellar volume in children with attention-deficit hyperactivity disorder (ADHD) replication study A Wyciszkiewicz, MA Pawlak, K Krawiec Journal of child neurology 32 (2), 215-221, 2017 | 61 | 2017 |
Locally geometric semantic crossover: a study on the roles of semantics and homology in recombination operators K Krawiec, T Pawlak Genetic Programming and Evolvable Machines 14, 31-63, 2013 | 55 | 2013 |
A research agenda for metaheuristic standardization J Swan, S Adriaensen, M Bishr, EK Burke, JA Clark, P De Causmaecker, ... Proceedings of the XI metaheuristics international conference, 1-3, 2015 | 53 | 2015 |
Modeling global temperature changes with genetic programming K Stanislawska, K Krawiec, ZW Kundzewicz Computers & Mathematics with Applications 64 (12), 3717-3728, 2012 | 53 | 2012 |
Approximating geometric crossover by semantic backpropagation K Krawiec, T Pawlak Proceedings of the 15th annual conference on Genetic and evolutionary …, 2013 | 52 | 2013 |
Review and comparative analysis of geometric semantic crossovers TP Pawlak, B Wieloch, K Krawiec Genetic Programming and Evolvable Machines 16, 351-386, 2015 | 50 | 2015 |
Exploring complex and big data J Stefanowski, K Krawiec, R Wrembel International Journal of Applied Mathematics and Computer Science 27 (4), 2017 | 49 | 2017 |