Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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New Computational Paradigms for Explanatory Modelling of Complex Systems

2011/01/B/ST6/07318

Keywords:

complex systems modelling evolutionary computation genetic programming machine learning feature selection and construction

Descriptors:

  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Poznańska, Wydział Informatyki

woj. wielkopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Krzysztof Krawiec 

Number of co-investigators in the project: 12

Call: OPUS 1 - announced on 2011-03-15

Amount awarded: 481 400 PLN

Project start date (Y-m-d): 2011-12-08

Project end date (Y-m-d): 2014-12-07

Project duration:: 36 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Stacja robocza (16 000 PLN)

Information in the final report

  • Publication in academic press/journals (14)
  • Articles in post-conference publications (17)
  • Book publications / chapters in book publications (3)
  1. Semantic Backpropagation for Designing Search Operators in Genetic Programming
    Authors:
    Tomasz Pawlak, Bartosz Wieloch, Krzysztof Krawiec
    Academic press:
    IEEE Transactions on Evolutionary Computation (rok: 2014, tom: 2014, strony: 45292), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TEVC.2014.2321259 - link to the publication
  2. Antimicrobial Activity and SAR Study of New Gemini Imidazolium-Based Chlorides
    Authors:
    Ł. Pałkowski, J. Błaszczyński, A. Skrzypczak, J. Błaszczak, K. Kozakowska, J. Wróblewska, S. Kożuszko, E. Gospodarek, J. Krysiński, R. Słowiński
    Academic press:
    Chemical Biology and Drug Design (rok: 2014, tom: 83, strony: 278-288), Wydawca: John Wiley & Sons
    Status:
    Published
    DOI:
    10.1111/cbdd.12236 - link to the publication
  3. Generation of rough sets reducts and constructs based on inter-class and intra-class information
    Authors:
    Robert Susmaga, Roman Słowiński
    Academic press:
    Fuzzy Sets and Systems (rok: 2014, tom: 2014, strony: 45292), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.fss.2014.06.012 - link to the publication
  4. Genetic programming: where meaning emerges from program code
    Authors:
    Krzysztof Krawiec
    Academic press:
    Genetic Programming and Evolvable Machines (rok: 2013, tom: 15, strony: 75-77), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10710-013-9196-7 - link to the publication
  5. Hindcasting global temperature by evolutionary computation
    Authors:
    Karolina Stanislawska, Zbigniew W. Kundzewicz and Krzysztof Krawiec
    Academic press:
    Acta Geophysica (rok: 2012, tom: 61, strony: 732-751), Wydawca: Springer
    Status:
    Published
    DOI:
    10.2478/s11600-012-0091-z - link to the publication
  6. Locally geometric semantic crossover: a study on the roles of semantics and homology in recombination operators
    Authors:
    Krzysztof Krawiec, Tomasz Pawlak
    Academic press:
    Genetic Programming and Evolvable Machines (rok: 2013, tom: 14, strony: 31-63), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10710-012-9172-7 - link to the publication
  7. Review and comparative analysis of geometric semantic crossovers
    Authors:
    Tomasz Pawlak, Bartosz Wieloch, Krzysztof Krawiec
    Academic press:
    Genetic Programming and Evolvable Machines (rok: 2014, tom: 2014, strony: 45292), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10710-014-9239-8 - link to the publication
  8. Learning Value Functions in Interactive Evolutionary Multiobjective Optimization
    Authors:
    Juergen Branke, Salvatore Greco, Roman Słowiński, Piotr Zielniewicz
    Academic press:
    IEEE Transactions on Evolutionary Computation (rok: 2014, tom: 2014, strony: 45292), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TEVC.2014.2303783 - link to the publication
  9. Robust ordinal regression for value functions handling interacting criteria
    Authors:
    Salvatore Greco, Vincent Mousseau, Roman Słowiński
    Academic press:
    European Journal of Operational Research (rok: 2014, tom: 239, strony: 711-730), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ejor.2014.05.022 - link to the publication
  10. Generating a set of association and decision rules with statistically representative support and anti-support
    Authors:
    Aleksander Wieczorek, Roman Słowiński
    Academic press:
    Information Sciences (rok: 2014, tom: 277, strony: 56-70), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ins.2014.02.003 - link to the publication
  11. MUSA-INT: Multicriteria customer satisfaction analysis with interacting criteria
    Authors:
    S. Angilella, S. Corrente, S. Greco, R. Słowiński
    Academic press:
    OMEGA, The International Journal of Management Science (rok: 2013, tom: 42, strony: 189–200), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.omega.2013.05.006 - link to the publication
  12. Variable-consistency dominance-based rough set approach to preference learning in multicriteria ranking
    Authors:
    M. Szeląg, S. Greco, R. Słowiński
    Academic press:
    Information Sciences (rok: 2014, tom: 277, strony: 525-552), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ins.2014.02.138 - link to the publication
  13. Cross-Task Code Reuse in Genetic Programming Applied to Visual Learning
    Authors:
    Wojciech Jaśkowski, Krzysztof Krawiec, Bartosz Wieloch
    Academic press:
    International Journal of Applied Mathematics and Computer Science (rok: 2014, tom: 24, strony: 183-197), Wydawca: University of Zielona Góra
    Status:
    Published
    DOI:
    10.2478/amcs-2014-0014 - link to the publication
  14. Modeling global temperature changes with genetic programming
    Authors:
    Karolina Stanislawska , Krzysztof Krawiec and Zbigniew W. Kundzewicz
    Academic press:
    Computers & Mathematics with Applications (rok: 2012, tom: 12, strony: 3717-3728), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.camwa.2012.02.049 - link to the publication
  1. Approximating geometric crossover by semantic backpropagation
    Authors:
    Krzysztof Krawiec, Tomasz Pawlak
    Conference:
    Genetic and Evolutionary Computation Conference (rok: 2013, ), Wydawca: Association for Computing Machinery (ACM)
    Data:
    konferencja 6-10 lipca
    Status:
    Published
  2. Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach
    Authors:
    Y. Kusunoki, J. Błaszczyński, M. Inuiguchi, R. Słowiński
    Conference:
    Rough Sets and Knowledge Technology – RSKT 2013 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja 10-14 października
    Status:
    Published
  3. Robust Ordinal Regression for Dominance-Based Rough Set Approach under Uncertainty
    Authors:
    Roman Słowiński, Miłosz Kadziński, Salvatore Greco
    Conference:
    Rough Sets and Intelligent Systems Paradigms (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja 9-13.07.2014
    Status:
    Published
  4. Behavioral Search Drivers for Genetic Programing
    Authors:
    Krzysztof Krawiec, Una-May O'Reilly
    Conference:
    European Conference on Genetic Programming (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja 23-25.04.2014
    Status:
    Published
  5. Discovery of Implicit Objectives by Compression of Interaction Matrix in Test-Based Problems
    Authors:
    Paweł Liskowski, Krzysztof Krawiec
    Conference:
    Parallel Problem Solving from Nature (PPSN) (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja 13-17.09.2014
    Status:
    Published
  6. Quantitative Analysis of Locally Geometric Semantic Crossover
    Authors:
    Krzysztof Krawiec, Tomasz Pawlak
    Conference:
    Parallel Problem Solving from Nature (PPSN) (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja 1-5.09
    Status:
    Published
  7. Genetic Programming Needs Better Benchmarks
    Authors:
    James McDermott , David R. White , Sean Luke , Luca Manzoni, Mauro Castelli , Leonardo Vanneschi , Wojciech Jaśkowski, Krzysztof Krawiec , Robin Harper , Kenneth De Jong and Una-MayO'Reilly
    Conference:
    Genetic and Evolutionary Computation Conference (GECCO) (rok: 2012, ), Wydawca: ACM
    Data:
    konferencja 7-11.07
    Status:
    Published
  8. Implicit Fitness Sharing for Evolutionary Synthesis of License PlateDetectors
    Authors:
    Krzysztof Krawiec, Mateusz Nawrocki
    Conference:
    Applications of Evolutionary Computation (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja 1-3.04
    Status:
    Published
  9. Improving Genetic Programming with Behavioral Consistency Measure
    Authors:
    Krzysztof Krawiec, Armando Solar-Lezama
    Conference:
    Parallel Problem Solving from Nature (PPSN) (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja 13-17.09.2014
    Status:
    Published
  10. A Rough Set Approach to Novel Compounds Activity Prediction Based on Surface Active Properties and Molecular Descriptors
    Authors:
    J. Błaszczyński, Ł. Pałkowski, A. Skrzypczak, J. Błaszczak, A. Nowaczyk, R. Słowiński, J. Krysiński
    Conference:
    Rough Sets and Intelligent Systems Paradigms (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja 9-13.07.2014
    Status:
    Published
  11. Building a Stage 1 Computer Aided Detector for Breast Cancer using Genetic Programming
    Authors:
    Conor Ryan, Krzysztof Krawiec, Una-May O'Reilly, Jeannie Fitzgerald, David Medernach
    Conference:
    European Conference on Genetic Programming (EuroGP) (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja 23-25.04.2014
    Status:
    Published
  12. Interval Ordinal Regression for Multi-Attribute Decision Aiding
    Authors:
    M. Inuiguchi, A. Okumura, R. Słowiński, S. Greco
    Conference:
    International Conference on 1 Nonlinear Analysis and Convex Analysis (rok: 2013, ), Wydawca: Yokohama Publishers, Yokohama
    Data:
    konferencja 2-6.08.2013
    Status:
    Published
  13. Locally geometric semantic crossover
    Authors:
    Krzysztof Krawiec, Tomasz Pawlak
    Conference:
    Genetic and Evolutionary Computation Conference (rok: 2012, ), Wydawca: ACM
    Data:
    konferencja 7-11.07
    Status:
    Published
  14. Medial Crossovers for Genetic Programming.
    Authors:
    Krzysztof Krawiec
    Conference:
    European Conference on Genetic Programming (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja 11-13.04
    Status:
    Published
  15. Multiple Regression Genetic Programming
    Authors:
    Ignacio Arnaldo, Krzysztof Krawiec, Una-May O'Reilly
    Conference:
    Genetic and Evolutionary Computation Conference (GECCO) (rok: 2014, ), Wydawca: ACM
    Data:
    konferencja 12-16.07.2014
    Status:
    Published
  16. Running Programs Backwards: Instruction Inversion for Effective Search in Semantic Spaces
    Authors:
    Bartosz Wieloch, Krzysztof Krawiec
    Conference:
    Genetic and Evolutionary Computation Conference (GECCO) (rok: 2013, ), Wydawca: Association for Computing Machinery (ACM)
    Data:
    konferencja 6-10 lipca
    Status:
    Published
    DOI:
    link to the publication
  17. Behavioral Programming: A Broader and More Detailed Take on Semantic GP
    Authors:
    Krzysztof Krawiec, Una-May O'Reilly
    Conference:
    Genetic and Evolutionary Computation Conference (GECCO) (rok: 2014, ), Wydawca: ACM
    Data:
    konferencja 12-16.07.2014
    Status:
    Published
  1. Application of dominance-based rough set rules to explanation of recommendations provided by a multiple criteria ranking method
    Authors:
    R. Słowiński, P. Zielniewicz:
    Book:
    Systemy Wspomagania Decyzji (Decision Support Systems) (rok: 2013, tom: (rozdział 4), strony: 81-104), Wydawca: Uniwersytet Śląski Press
    Status:
    Published
  2. Decision Rule Preference Model
    Authors:
    Salvatore Greco, Benedetto Matarazzo, Roman Słowiński
    Book:
    Wiley Encyclopedia of Operations Research and Management Science (rok: 2014, tom: 1, strony: 45292), Wydawca: Wiley
    Status:
    Published
  3. Decision rule approach
    Authors:
    S. Greco, B. Matarazzo, R. Słowiński
    Book:
    Multiple Criteria Decision Analysis: State of the Art Surveys (rok: 2015, tom: 1, strony: ), Wydawca: Springer
    Status:
    Accepted for publication

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