1.

Climate Variability Indices - A Guided Tour / Mateusz Norel (WIiT), Michał Kałczyński (WIiT), Iwona Pińskwar, Krzysztof Krawiec (WIiT), Zbigniew K. Kundzewicz // Geosciences - 2021, vol. 11, iss. 3, p. 128-1-128-27

Scientific article 70.0

2.

Machine Learning Modeling of Climate Variability Impact on River Runoff / Mateusz Norel (WIiT), Krzysztof Krawiec (WIiT), Zbigniew W. Kundzewicz // Water - 2021, vol. 13, no. 9, p. 1177-1-1177-29

Scientific article 70.0 3.103

3.

Transcriptomic and Morphological Analysis of Cells Derived from Porcine Buccal Mucosa - Studies on an In Vitro Model / Artur Bryja, Grzegorz Latosiński (WIiT), Jankowski Maurycy, Ana Angelova Volponi, Paul Mozdziak, Jamil A. Shibli, Rut Bryl, Julia Spaczyńska, Hanna Piotrowska-Kempisty, Krzysztof Krawiec (WIiT), Bartosz Kempisty, Marta Dyszkiewicz-Konwińska // Animals - 2021, vol. 11, iss. 1, p. 15-1-15-23

Scientific article 100.0 2.752

4.

Neuromemetic Evolutionary Optimization / Paweł Liskowski (WIiT), Krzysztof Krawiec (WIiT), Nihat Engin Toklu // W: Parallel Problem Solving from Nature – PPSN XVI : 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part I / red. Thomas Bäck: Springer, 2020 - p. 623-636

Chapter in monograph / paper 20.0 140.0

5.

Program synthesis as latent continuous optimization: evolutionary search in neural embeddings / Paweł Liskowski (WIiT), Krzysztof Krawiec (WIiT), Nihat Engin Toklu, Jerry Swan // W: GECCO '20 : Proceedings of the 2020 Genetic and Evolutionary Computation Conference - New York, NY, USA : Association for Computing Machinery (ACM), 2020 - p. 359-367

Chapter in monograph / paper 20.0 140.0

6.

Detecting Life Signatures with RNA Sequence Similarity Measures / Szymon Wąsik (WI), Natalia Szóstak (WI), Mateusz Kudła (WI), Michał Wachowiak (WI), Krzysztof Krawiec (WI), Jacek Błażewicz (WI) // Journal of Theoretical Biology - 2019, vol. 463, p. 110-120

Scientific article 70.0 2.327

7.

Solving Symbolic Regression Problems with Formal Constraints / Iwo Błądek (WI), Krzysztof Krawiec (WI) // W: GECCO '19 : proceedings of the Genetic and Evolutionary Computation Conference / red. Manuel López-Ibáñez - New York, USA : ACM, 2019 - p. 977-984

Chapter in monograph / paper 20.0 140.0

8.

Stochastic Program Synthesis via Recursion Schemes / Jerry Swan, Krzysztof Krawiec (WI), Zoltan A Kocsis // W: GECCO '19 : proceedings of the Genetic and Evolutionary Computation Conference / red. Manuel López-Ibáñez - New York, USA : ACM, 2019 - p. 35-36

Chapter in monograph / paper 20.0 140.0

9.

Stochastic synthesis of recursive functions made easy with bananas, lenses, envelopes and barbed wire / Jerry Swan, Krzysztof Krawiec (WI), Zoltan A. Kocsis // Genetic Programming and Evolvable Machines - 2019, vol. 20, iss. 3, p. 327-350

Scientific article 70.0 1.781

10.

Synthesis of Constraints for Mathematical Programming with One-Class Genetic Programming / Tomasz P. Pawlak (WI), Krzysztof Krawiec (WI) // IEEE Transactions on Evolutionary Computation - 2019, vol. 23, no. 1, p. 117-129

Scientific article 200.0 11.169

11.

Competent Geometric Semantic Genetic Programming for Symbolic Regression and Boolean Function Synthesis / Tomasz P. Pawlak (WI), Krzysztof Krawiec (WI) // Evolutionary Computation - 2018, vol. 26, iss. 2, p. 177-212

Scientific article 45.0 3.469

12.

Counterexample-Driven Genetic Programming: Heuristic Program Synthesis from Formal Specifications / Iwo Błądek (WI), Krzysztof Krawiec (WI), Jerry Swan // Evolutionary Computation - 2018, vol. 26, iss. 3, p. 441-469

Scientific article 45.0 3.469

13.

Counterexample-Driven Genetic Programming: Stochastic Synthesis of Provably Correct Programs / Krzysztof Krawiec (WI), Iwo Błądek (WI), Jerry Swan, John H. Drake // W: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18) / red. Jérôme Lang: International Joint Conferences on Artificial Intelligence, 2018 - p. 5304-5308

Chapter in monograph / paper 5.0 200.0

14.

Learning to Play Othello with Deep Neural Networks / Paweł Liskowski (WI), Wojciech Jaśkowski (WI), Krzysztof Krawiec (WI) // IEEE Transactions on Games - 2018, vol. 10, iss. 4, p. 354-364

Scientific article 15.0

15.

Metaheuristic Design Patterns: New Perspectives for Larger-Scale Search Architectures / Krzysztof Krawiec (WI), Christopher Simons, Jerry Swan, John Woodward // W: Handbook of Research on Emergent Applications of Optimization Algorithms / red. Pandian Vasant, Sirma Zeynep Alparslan-Gok, Gerhard-Wilhelm Weber: IGI Global, 2018 - p. 1-36

Chapter in monograph 5.0

16.

Neural estimation of interaction outcomes / Paweł Liskowski (WI), Bartosz Wieloch (WI), Krzysztof Krawiec (WI) // W: GECCO '18 : Proceedings of the Genetic and Evolutionary Computation Conference / red. Hernan Aguirre - New York, USA : ACM, 2018 - p. 1055-1062

Chapter in monograph / paper 20.0 140.0 15

17.

Neuro-Guided Genetic Programming: Prioritizing Evolutionary Search with Neural Networks / Paweł Liskowski (WI), Iwo Błądek (WI), Krzysztof Krawiec (WI) // W: GECCO '18 : Proceedings of the Genetic and Evolutionary Computation Conference / red. Hernan Aguirre - New York, USA : ACM, 2018 - p. 1143-1150

Chapter in monograph / paper 20.0 140.0 15

18.

Adaptive Test Selection for Factorization-based Surrogate Fitness in Genetic Programming / Krzysztof Krawiec (WI), Paweł Liskowski (WI) // Foundations of Computing and Decision Sciences - 2017, vol. 42, no. 4, p. 339-358

Scientific article 15.0

19.

Automatic synthesis of constraints from examples using mixed integer linear programming / Tomasz P. Pawlak (WI), Krzysztof Krawiec (WI) // European Journal of Operational Research - 2017, vol. 261, iss. 3, p. 1141-1157

Scientific article 40.0 3.428

20.

Convolutional neural networks for artifact free OCT retinal angiography / Maciej Szkulmowski, Paweł Liskowski (WI), Bartosz Wieloch (WI), Krzysztof Krawiec (WI), Bartosz Sikorski // Investigative Ophthalmology & Visual Science - 2017, vol. 58, iss. 8

Communique

21.

Counterexample-Driven Genetic Programming / Krzysztof Krawiec (WI), Iwo Błądek (WI), Jerry Swan // W: GECCO '17 : Proceedings of the Genetic and Evolutionary Computation Conference - New York, USA : ACM Order Department, 2017 - p. 953-960

Chapter in monograph / paper 20.0 140.0 15

22.

Evolutionary Program Sketching / Iwo Błądek (WI), Krzysztof Krawiec (WI) // W: Genetic Programming : 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceeding - Cham, Switzerland : Springer, 2017 - p. 3-18

Chapter in monograph / paper 20.0 70.0 15

23.

Exploring Complex and Big Data / Jerzy Stefanowski (WI), Krzysztof Krawiec (WI), Robert Wrembel (WI) // International Journal of Applied Mathematics and Computer Science - 2017, vol. 27, no. 4, p. 669-679

Scientific article 25.0 1.694

24.

Geometric Semantic Genetic Programming for Recursive Boolean Programs / Alberto Moraglio, Krzysztof Krawiec (WI) // W: GECCO '17 : Proceedings of the Genetic and Evolutionary Computation Conference - New York, USA : ACM Order Department, 2017 - p. 993-1000

Chapter in monograph / paper 20.0 140.0 15

25.

Online Discovery of Search Objectives for Test-Based Problems / Paweł Liskowski (WI), Krzysztof Krawiec (WI) // Evolutionary Computation - 2017, vol. 25, iss. 3, p. 375-406

Scientific article 45.0 2.388

26.

Optical coherence microscopy as a novel, non-invasive method for the 4D live imaging of early mammalian embryos / Karol Karnowski, Anna Ajduk, Bartosz Wieloch (WI), Szymon Tamborski, Krzysztof Krawiec (WI), Maciej Wojtkowski, Maciej Szkulmowski // Scientific Reports - 2017, vol. 7, p. 4165-1-4165-12

Scientific article 40.0 4.122

27.

Polytypic Genetic Programming / Jerry Swan, Krzysztof Krawiec (WI), Neil Ghani // W: Applications of Evolutionary Computation : 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part II / red. Giovanni Squillero, Kevin Sim - Cham, Switzerland : Springer International Publishing, 2017 - p. 66-81

Chapter in monograph / paper 20.0 15

28.

Synthesis of Mathematical Programming Constraints with Genetic Programming / Tomasz P. Pawlak (WI), Krzysztof Krawiec (WI) // W: Genetic Programming : 20th European Conference, EuroGP 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceeding - Cham, Switzerland : Springer, 2017 - p. 178-193

Chapter in monograph / paper 20.0 70.0 15

29.

Behavioral Program Synthesis with Genetic Programming / Krzysztof Krawiec (WI) / New York, United States : Springer International Publishing, Studies in Computational Intelligence, 2016 - 172 s.

Scientific monograph

30.

Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming / Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: GECCO '16 : proceedings of the Genetic and Evolutionary Computation Conference 2016 - New York, United States : ACM, 2016 - p. 749-756

Paper 15

31.

Online Discovery of Search Objectives for Test-based Problems / Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: Proceedings of the 2016 Genetic And Evolutionary Computation Conference (GECCO'16 Companion) / red. T. Friedrich - New York, United States : Association for Computing Machinery (ACM), 2016 - p. 163-164

Paper 15

32.

Progress properties and fitness bounds for geometric semantic search operators / Tomasz P. Pawlak (WI), Krzysztof Krawiec (WI) // Genetic Programming and Evolvable Machines - 2016, vol. 17, iss. 1, p. 5-23

Scientific article 30.0 1.514

33.

Segmenting Retinal Blood Vessels With Deep Neural Networks / Paweł Liskowski (WI), Krzysztof Krawiec (WI) // IEEE Transactions on Medical Imaging - 2016, vol. 35, no. 11, p. 2369-2380

Scientific article 45.0 3.942

34.

Semantic Genetic Programming / Alberto Moraglio, Krzysztof Krawiec (WI) // W: Proceedings of the 2016 Genetic And Evolutionary Computation Conference (GECCO'16 Companion) / red. T. Friedrich - New York, United States : Association for Computing Machinery (ACM), 2016 - p. 639-662

Paper 15

35.

Semantic Geometric Initialization / Tomasz P. Pawlak (WI), Krzysztof Krawiec (WI) // W: Genetic Programming : 19th European Conference, EuroGP 2016, Porto, Portugal, March 30 - April 1, 2016 : Proceedings / red. Malcolm I. Heywood: Springer International Publishing, 2016 - p. 261-277

Paper

36.

Simultaneous Synthesis of Multiple Functions using Genetic Programming with Scaffolding / Iwo Błądek (WI), Krzysztof Krawiec (WI) // W: Proceedings of the 2016 Genetic And Evolutionary Computation Conference (GECCO'16 Companion) / red. T. Friedrich - New York, United States : Association for Computing Machinery (ACM), 2016 - p. 97-98

Paper 15

37.

Solving Complex Problems with Coevolutionary Algorithms / Krzysztof Krawiec (WI), Malcolm I. Heywood // W: Proceedings of the 2016 Genetic And Evolutionary Computation Conference (GECCO'16 Companion) / red. T. Friedrich - New York, United States : Association for Computing Machinery (ACM), 2016 - p. 687-713

Paper 15

38.

The performance profile: A multi–criteria performance evaluation method for test–based problems / Wojciech Jaśkowski (WI), Paweł Liskowski (WI), Marcin Szubert (WI), Krzysztof Krawiec (WI) // International Journal of Applied Mathematics and Computer Science - 2016, vol. 26, no. 1, p. 215-229

Scientific article 25.0 1.420

39.

An Integrated Approach to Stage 1 Breast Cancer Detection / Jeannie M. Fitzgerald, Conor Ryan, David Medernach, Krzysztof Krawiec (WI) // W: GECCO'15 : proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation / red. Sara Silva - New York, United States : Association for Computing Machinery (ACM), 2015 - p. 1199-1206

Paper 15

40.

Automatic Derivation of Search Objectives for Test-Based Genetic Programming / Krzysztof Krawiec (WI), Paweł Liskowski (WI) // W: Genetic Programming : 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015 : Proceedings / red. Penousal Machado: Springer International Publishing, 2015 - p. 53-65

Paper 15

41.

Genetic Programming for Estimation of Heat Flux between the Atmosphere and Sea Ice in Polar Regions / Karolina Stanislawska, Krzysztof Krawiec (WI), Timo Vihma // W: GECCO'15 : proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation / red. Sara Silva - New York, United States : Association for Computing Machinery (ACM), 2015 - p. 1279-1286

Paper 15

42.

High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: a Case Study in SZ-Tetris / Wojciech Jaśkowski (WI), Marcin Szubert (WI), Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: GECCO'15 : proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation / red. Sara Silva - New York, United States : Association for Computing Machinery (ACM), 2015 - p. 567-573

Paper 15

43.

OCT angiography by absolute intensity difference applied to normal and diseased human retinas / Daniel Rumiński, Bartosz L. Sikorski, Danuta Bukowska, Maciej Szkulmowski, Krzysztof Krawiec (WI), Grażyna Malukiewicz, Lech Bieganowski, Maciej Wojtkowski // Biomedical Optics Express - 2015, vol. 6, iss. 8, p. 2738-2754

Scientific article 40.0 3.344

44.

Review and comparative analysis of geometric semantic crossovers / Tomasz P. Pawlak (WI), Bartosz Wieloch (WI), Krzysztof Krawiec (WI) // Genetic Programming and Evolvable Machines - 2015, vol. 16, iss. 3, p. 351-386

Scientific article 30.0 1.143

45.

Semantic Backpropagation for Designing Search Operators in Genetic Programming / Tomasz P. Pawlak (WI), Bartosz Wieloch (WI), Krzysztof Krawiec (WI) // IEEE Transactions on Evolutionary Computation - 2015, vol. 19, iss. 3, p. 326-340

Scientific article 50.0 5.908

46.

The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents / Marcin Szubert (WI), Wojciech Jaśkowski (WI), Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: Applications of Evolutionary Computation : 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015 : Proceedings / red. Antonio M. Mora, Giovanni Squillero: Springer International Publishing, 2015 - p. 394-405

Paper

47.

Behavioral programming: a broader and more detailed take on semantic GP / Krzysztof Krawiec (WI), Una-May O'Reilly // W: GECCO '14 Proceedings of the 2014 conference on Genetic and evolutionary computation, Vancouver, Canada, July 12-16, 2014 - New York, United States : ACM, 2014 - p. 1-14

Paper 15

48.

Behavioral Search Drivers for Genetic Programing / Krzysztof Krawiec (WI), Una-May O'Reilly // W: Genetic Programming : 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014 : revised selected papers / red. Miguel Nicolau - Berlin - Heidelberg, Germany : Springer, 2014 - p. 210-221

Paper

49.

Building a Stage 1 Computer Aided Detector for Breast Cancer Using Genetic Programming / Conor Ryan, Krzysztof Krawiec (WI), Una-May O'Reilly, Jeannie Fitzgerald, David Medernach // W: Genetic Programming : 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014 : revised selected papers / red. Miguel Nicolau - Berlin - Heidelberg, Germany : Springer, 2014 - p. 162-173

Paper

50.

Cross-task code reuse in genetic programming applied to visual learning / Wojciech Jaśkowski (WI), Krzysztof Krawiec (WI), Bartosz Wieloch (WI) // International Journal of Applied Mathematics and Computer Science - 2014, vol. 24, no. 1, p. 183-197

Scientific article 25.0 1.227

51.

Discovery of Implicit Objectives by Compression of Interaction Matrix in Test-Based Problems / Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: Parallel Problem Solving from Nature - PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014 : proceedings / red. Thomas Bartz-Beielstein: Springer International Publishing, 2014 - p. 611-620

Paper 15

52.

Genetic programming: where meaning emerges from program code / Krzysztof Krawiec (WI) // Genetic Programming and Evolvable Machines - 2014, vol. 15, iss. 1, p. 75-77

Scientific article 30.0 0.903

53.

Improving Genetic Programming with Behavioral Consistency Measure / Krzysztof Krawiec (WI), Armando Solar-Lezama // W: Parallel Problem Solving from Nature - PPSN XIII : 13th International Conference, Ljubljana, Slovenia, September 13-17, 2014 : proceedings / red. Thomas Bartz-Beielstein: Springer International Publishing, 2014 - p. 434-443

Paper 15

54.

Multiple regression genetic programming / Ignacio Arnaldo, Krzysztof Krawiec (WI), U-M. O'Reilly // W: GECCO '14 Proceedings of the 2014 conference on Genetic and evolutionary computation, Vancouver, Canada, July 12-16, 2014 - New York, United States : ACM, 2014 - p. 879-886

Paper 15

55.

Approximating geometric crossover by semantic backpropagation / Krzysztof Krawiec (WI), Tomasz Pawlak (WI) // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - p. 941-948

Paper 15

56.

Hindcasting global temperature by evolutionary computation / Karolina Stanisławska, Zbigniew W. Kundzewicz, Krzysztof Krawiec (WI) // Acta Geophysica - 2013, vol. 61, iss. 3, p. 732-751

Scientific article 20.0 1.365

57.

Implicit Fitness Sharing for Evolutionary Synthesis of License Plate Detectors / Krzysztof Krawiec (WI), Mateusz Nawrocki (WI) // W: Applications of Evolutionary Computation : 16th European Conference, EvoApplications 2013, Vienna, Austria, April 3-5, 2013 : Proceedings - Berlin, Germany : Springer, 2013 - p. 376-386

Paper

58.

Improving coevolution by random sampling / Wojciech Jaśkowski (WI), Paweł Liskowski (WI), Marcin Szubert (WI), Krzysztof Krawiec (WI) // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - p. 1141-1148

Paper 15

59.

Locally geometric semantic crossover: a study on the roles of semantics and homology in recombination operators / Krzysztof Krawiec (WI), Tomasz Pawlak (WI) // Genetic Programming and Evolvable Machines - 2013, vol. 14, iss. 1, p. 31-63

Scientific article 30.0 1.065

60.

On scalability, generalization, and hybridization of coevolutionary learning : a case study for Othello / Marcin Szubert (WI), Wojciech Jaśkowski (WI), Krzysztof Krawiec (WI) // IEEE Transactions on Computational Intelligence and AI in Games - 2013, vol. 5, iss. 3, p. 214-226

Scientific article 30.0 1.167

61.

Pattern-guided genetic programming / Krzysztof Krawiec (WI), Jerry Swan // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - p. 949-956

Paper 15

62.

Running programs backwards: instruction inversion for effective search in semantic spaces / Bartosz Wieloch (WI), Krzysztof Krawiec (WI) // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - p. 1013-1020

Paper 15

63.

Shaping fitness function for evolutionary learning of game strategies / Marcin Szubert (WI), Wojciech Jaśkowski (WI), Paweł Liskowski (WI), Krzysztof Krawiec (WI) // W: GECCO '13 Proceeding of the fifteenth annual conference on genetic and evolutionary computation conference, Amsterdam, Netherlands, July 6-10, 2013 - New York, United States : ACM, 2013 - p. 1149-1156

Paper 15

64.

Visualization of 3D retinal microcapillary network using OCT / B. Sikorski, D. Bukowska, D. Ruminski, I. Gorczynska, M. Szkulmowski, Krzysztof Krawiec (WI), G. Malukiewicz, M. Wojtkowski // Acta Ophthalmologica - 2013, vol. 91, iss. s252

Abstract 35.0 2.512