Krzysztof Krawiec

According to our database1, Krzysztof Krawiec authored at least 127 papers between 1993 and 2019.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Synthesis of Constraints for Mathematical Programming With One-Class Genetic Programming.
IEEE Trans. Evolutionary Computation, 2019

Stochastic synthesis of recursive functions made easy with bananas, lenses, envelopes and barbed wire.
Genetic Programming and Evolvable Machines, 2019

Stochastic program synthesis via recursion schemes.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Solving symbolic regression problems with formal constraints.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

2018
Learning to Play Othello With Deep Neural Networks.
IEEE Trans. Games, 2018

Competent Geometric Semantic Genetic Programming for Symbolic Regression and Boolean Function Synthesis.
Evolutionary Computation, 2018

Counterexample-Driven Genetic Programming: Heuristic Program Synthesis from Formal Specifications.
Evolutionary Computation, 2018

Ain't Nobody Got Time For Coding: Structure-Aware Program Synthesis From Natural Language.
CoRR, 2018


Counterexample-Driven Genetic Programming: Stochastic Synthesis of Provably Correct Programs.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Neural estimation of interaction outcomes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Neuro-guided genetic programming: prioritizing evolutionary search with neural networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
Evolutionary Feature Selection and Construction.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Automatic synthesis of constraints from examples using mixed integer linear programming.
European Journal of Operational Research, 2017

Online Discovery of Search Objectives for Test-Based Problems.
Evolutionary Computation, 2017

Learning to Play Othello with Deep Neural Networks.
CoRR, 2017

Exploring complex and big data.
Applied Mathematics and Computer Science, 2017

Influence of initial water saturation in earthen levees on results of numerical modelling of infiltration processes.
Computer Science (AGH), 2017

Exploiting Subprograms in Genetic Programming.
Proceedings of the Genetic Programming Theory and Practice XV, 2017

PSXO: population-wide semantic crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Geometric semantic genetic programming for recursive boolean programs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Discovery of search objectives in continuous domains.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Solving complex problems with coevolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Counterexample-driven genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Polytypic Genetic Programming.
Proceedings of the Applications of Evolutionary Computation - 20th European Conference, 2017

Synthesis of Mathematical Programming Constraints with Genetic Programming.
Proceedings of the Genetic Programming - 20th European Conference, 2017

Evolutionary Program Sketching.
Proceedings of the Genetic Programming - 20th European Conference, 2017

2016
Behavioral Program Synthesis with Genetic Programming
Studies in Computational Intelligence 618, Springer, ISBN: 978-3-319-27565-9, 2016

Segmenting Retinal Blood Vessels With Deep Neural Networks.
IEEE Trans. Med. Imaging, 2016

Progress properties and fitness bounds for geometric semantic search operators.
Genetic Programming and Evolvable Machines, 2016

Distance Metric Ensemble Learning and the Andrews-Curtis Conjecture.
CoRR, 2016

The performance profile: A multi-criteria performance evaluation method for test-based problems.
Applied Mathematics and Computer Science, 2016

Discovering Relational Structure in Program Synthesis Problems with Analogical Reasoning.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Semantic Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Online Discovery of Search Objectives for Test-based Problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Non-negative Matrix Factorization for Unsupervised Derivation of Search Objectives in Genetic Programming.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Simultaneous Synthesis of Multiple Functions using Genetic Programming with Scaffolding.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Semantic Geometric Initialization.
Proceedings of the Genetic Programming - 19th European Conference, 2016

Surrogate Fitness via Factorization of Interaction Matrix.
Proceedings of the Genetic Programming - 19th European Conference, 2016

2015
Image Classification with Genetic Programming: Building a Stage 1 Computer Aided Detector for Breast Cancer.
Proceedings of the Handbook of Genetic Programming Applications, 2015

Semantic Backpropagation for Designing Search Operators in Genetic Programming.
IEEE Trans. Evolutionary Computation, 2015

Review and comparative analysis of geometric semantic crossovers.
Genetic Programming and Evolvable Machines, 2015

Random Set Method Application to Flood Embankment Stability Modelling.
Proceedings of the International Conference on Computational Science, 2015

Genetic Programming for Estimation of Heat Flux between the Atmosphere and Sea Ice in Polar Regions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Comparison of Semantic-aware Selection Methods in Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

High-Dimensional Function Approximation for Knowledge-Free Reinforcement Learning: a Case Study in SZ-Tetris.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

An Integrated Approach to Stage 1 Breast Cancer Detection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

The Role of Behavioral Diversity and Difficulty of Opponents in Coevolving Game-Playing Agents.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

Genetic Programming with Alternative Search Drivers for Detection of Retinal Blood Vessels.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

Automatic Derivation of Search Objectives for Test-Based Genetic Programming.
Proceedings of the Genetic Programming - 18th European Conference, 2015

2014
Genetic programming: where meaning emerges from program code.
Genetic Programming and Evolvable Machines, 2014

Cross-task code reuse in genetic programming applied to visual learning.
Applied Mathematics and Computer Science, 2014

Discovery of Implicit Objectives by Compression of Interaction Matrix in Test-Based Problems.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Improving Genetic Programming with Behavioral Consistency Measure.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Behavioral programming: a broader and more detailed take on semantic GP.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Metaheuristic design pattern: candidate solution repair.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Multiple regression genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Building a Stage 1 Computer Aided Detector for Breast Cancer Using Genetic Programming.
Proceedings of the Genetic Programming - 17th European Conference, 2014

Behavioral Search Drivers for Genetic Programing.
Proceedings of the Genetic Programming - 17th European Conference, 2014

2013
On Scalability, Generalization, and Hybridization of Coevolutionary Learning: A Case Study for Othello.
IEEE Trans. Comput. Intellig. and AI in Games, 2013

Locally geometric semantic crossover: a study on the roles of semantics and homology in recombination operators.
Genetic Programming and Evolvable Machines, 2013

Running programs backwards: instruction inversion for effective search in semantic spaces.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Shaping fitness function for evolutionary learning of game strategies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Pattern-guided genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Approximating geometric crossover by semantic backpropagation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Improving coevolution by random sampling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Implicit Fitness Sharing for Evolutionary Synthesis of License Plate Detectors.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

Guiding Evolutionary Learning by Searching for Regularities in Behavioral Trajectories: A Case for Representation Agnosticism.
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012
Modeling global temperature changes with genetic programming.
Computers & Mathematics with Applications, 2012

Autonomous Shaping via Coevolutionary Selection of Training Experience.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Geometric Semantic Genetic Programming.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Quantitative Analysis of Locally Geometric Semantic Crossover.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Genetic programming needs better benchmarks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Locally geometric semantic crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

On relationships between semantic diversity, complexity and modularity of programming tasks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Medial Crossovers for Genetic Programming.
Proceedings of the Genetic Programming - 15th European Conference, 2012

2011
Formal Analysis, Hardness, and Algorithms for Extracting Internal Structure of Test-Based Problems.
Evolutionary Computation, 2011

Evolving small-board Go players using coevolutionary temporal difference learning with archives.
Applied Mathematics and Computer Science, 2011

Evolutionary Tuning of Compound Image Analysis Systems for Effective License Plate Recognition.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Learning n-tuple networks for othello by coevolutionary gradient search.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Semantically embedded genetic programming: automated design of abstract program representations.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

How many dimensions in co-optimization.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Learnable Embeddings of Program Spaces.
Proceedings of the Genetic Programming - 14th European Conference, 2011

2010
Using Co-solvability to Model and Exploit Synergetic Effects in Evolution.
Proceedings of the Parallel Problem Solving from Nature, 2010

Automatic generation and exploitation of related problems in genetic programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Coevolutionary Temporal Difference Learning for small-board Go.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Evolving cascades of voting feature detectors for vehicle detection in satellite imagery.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Coordinate System Archive for coevolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Functional modularity for genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Approximating geometric crossover in semantic space.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolving Teams of Cooperating Agents for Real-Time Strategy Game.
Proceedings of the Applications of Evolutionary Computing, 2009

Coevolutionary Temporal Difference Learning for Othello.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009

Formal analysis and algorithms for extracting coordinate systems of games.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Games, 2009

2008
Evolving strategy for a probabilistic game of imperfect information using genetic programming.
Genetic Programming and Evolvable Machines, 2008

Multitask Visual Learning Using Genetic Programming.
Evolutionary Computation, 2008

Potential fitness for genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Multi-task code reuse in genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Fitnessless coevolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Evolving a Vision-Driven Robot Controller for Real-World Indoor Navigation.
Proceedings of the Applications of Evolutionary Computing, 2008

Winning Ant Wars: Evolving a Human-Competitive Game Strategy Using Fitnessless Selection.
Proceedings of the Genetic Programming, 11th European Conference, 2008

2007
Visual Learning by Evolutionary and Coevolutionary Feature Synthesis.
IEEE Trans. Evolutionary Computation, 2007

Generative learning of visual concepts using multiobjective genetic programming.
Pattern Recognition Letters, 2007

On the number of subpopulations in coevolutionary computation: a database application.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Hybrid coevolutionary algorithms vs. SVM algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Knowledge reuse in genetic programming applied to visual learning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Genetic programming for cross-task knowledge sharing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Overview of Object Detection and Image Analysis by Means of Genetic Programming Techniques.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007

Learning and Recognition of Hand-Drawn Shapes Using Generative Genetic Programming.
Proceedings of the Applications of Evolutinary Computing, 2007

2006
Genetic Graph Programming for Object Detection.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Learning High-Level Visual Concepts Using Attributed Primitives and Genetic Programming.
Proceedings of the Applications of Evolutionary Computing, 2006

Evolutionary Learning of Primitive-Based Visual Concepts.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Evolutionary Synthesis of Pattern Recognition Systems
Monographs in Computer Science, Springer, ISBN: 978-0-387-24452-5, 2005

Visual learning by coevolutionary feature synthesis.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2005

2004
Coevolutionary feature construction for transformation of representation of machine learners.
Proceedings of the Intelligent Information Processing and Web Mining, 2004

2003
Business Applications of Neural Networks: P.J.G. Lisboa, B. Edisbury, A. Vellido (Eds.); World Scientific, Singapore, 2000, 220 pages, ISBN 981-02-4089-9.
European Journal of Operational Research, 2003

Coevolutionary Feature Learning for Object Recognition.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

Visual Learning by Evolutionary Feature Synthesis.
Proceedings of the Machine Learning, 2003

Coevolution and Linear Genetic Programming for Visual Learning.
Proceedings of the Genetic and Evolutionary Computation, 2003

Coevolutionary Computation for Synthesis of Recognition Systems.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
Genetic Programming-based Construction of Features for Machine Learning and Knowledge Discovery Tasks.
Genetic Programming and Evolvable Machines, 2002

2001
On the Use of Pairwise Comparison of Hypotheses in Evolutionary Learning Applied to Learning from Visual Examples.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

Pairwise Comparison of Hypotheses in Evolutionary Learning.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Genetic Programming with Local Improvement for Visual Learning from Examples.
Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001

2000
Evolutionary weighting of image features for diagnosing of CNS tumors.
Artificial Intelligence in Medicine, 2000

1998
Pedagogical Method for Extraction of Symbolic Knowledge from Neural Networks.
Proceedings of the Rough Sets and Current Trends in Computing, 1998

1995
Rough Set Reduction of Attributes and their Domains for Neural Networks.
Computational Intelligence, 1995

1993
Neural Networks and Rough Sets - Comparison and Combination for Classification of Histological Pictures.
Proceedings of the Rough Sets, 1993


  Loading...