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Information on the principal investigator and host institution

Information of the project and the call

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Cognitive maps with imperfect information as a tool of automatic data understanding. Concepts, method and, applications.

2011/01/B/ST6/06478

Keywords:

cognitive maps granular structures syntactic structuring semantic analysis

Descriptors:

  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
  • ST6_5: Cryptography, security, privacy, quantum computing
  • ST6_6: Algorithms, parallel, distributed and network algorithms, algorithmic game theory

Panel:

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

Host institution :

Instytut Badań Systemowych PAN

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Władysław Homenda 

Number of co-investigators in the project: 5

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

Amount awarded: 297 000 PLN

Project start date (Y-m-d): 2011-12-07

Project end date (Y-m-d): 2014-12-06

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

Project status: Project settled

Information in the final report

  • Publication in academic press/journals (6)
  • Articles in post-conference publications (18)
  • Book publications / chapters in book publications (14)
  1. From Fuzzy Cognitive Maps to Granular Cognitive Maps
    Authors:
    Witold Pedrycz, Władysław Homenda
    Academic press:
    IEEE Transactions on Fuzzy Systems (rok: 2013, tom: 22, strony: 859-869), Wydawca: IEEE Computational Intelligence Society
    Status:
    Published
    DOI:
    10.1109/TFUZZ.2013.2277730 - link to the publication
  2. Fuzzy Cognitive Map Reconstruction: Dynamics versus History
    Authors:
    Władysław Homenda, Agnieszka Jatrzębska, Witold Pedrycz
    Academic press:
    Applied Mathematics & Information Sciences, An International Journal (rok: 2016, tom: 10, strony: 93-105), Wydawca: Natural Sciences Publishing
    Status:
    Published
    DOI:
    10.18576/amis/100109 - link to the publication
  3. Building the fundamentals of granular computing: A principle of justifiable granularity
    Authors:
    Witold Pedrycz, Władysław Homenda
    Academic press:
    Applied Soft Computing (rok: 2013, tom: 13, strony: 4209-4218), Wydawca: the World Federation on Soft Computing
    Status:
    Published
    DOI:
    brak - link to the publication
  4. Automatic data understanding: the tool for intelligent man-machine communication
    Authors:
    Wladyslaw Homenda and Witold Pedrycz
    Academic press:
    Applied Mathematics & Information Sciences, An International Journal (rok: 2016, tom: 10, strony: 49-61), Wydawca: Natural Sciences Publishing
    Status:
    Published
    DOI:
    10.18576/amis/100105 - link to the publication
  5. Design of Fuzzy Cognitive Maps for Modeling Time Series
    Authors:
    Witold Pedrycz, Agnieszka Jatrzębska, Władysław Homenda
    Academic press:
    IEEE Transactions on Fuzzy Systems (rok: 2016, tom: 24, strony: 120-130), Wydawca: IEEE Computational Intelligence Society
    Status:
    Published
    DOI:
    10.1109/TFUZZ.2015.2428717 - link to the publication
  6. Multicriteria Decision Making Inspired by Human Cognitive Processes
    Authors:
    Agnieszka Jatrzębska, Władysław Homenda, Witold Pedrycz
    Academic press:
    Applied Mathematics and Computation (rok: 2016, tom: tbd, strony: praca w druku, 20 stron), Wydawca: Elsevier
    Status:
    Accepted for publication
    DOI:
    10.1016/j.amc.2016.05.041 - link to the publication
  1. A Harmonization Model with Partial Fuzzy Knowledge
    Authors:
    Władysław Homenda, Mariusz Rybnik
    Conference:
    2013 Joint IFSA World Congress NAFIPS Annual Meeting (IFSA/NAFIPS) (rok: 2013, ), Wydawca: Proc. 2013 Joint IFSA World Congress NAFIPS Annual Meeting (IFSA/NAFIPS)
    Data:
    konferencja June 24-28
    Status:
    Published
  2. Modeling Time Series with Fuzzy Cognitive Maps
    Authors:
    Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
    Conference:
    the WCCI 2014 IEEE World Congress on Computational Intelligence (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 40730
    Status:
    Published
    DOI:
    link to the publication
  3. Optical Music Recognition as the Case of Imbalanced Pattern Recognition: a Study of Single Classifiers
    Authors:
    Agnieszka Jastrzębska, Wojciech Lesiński
    Conference:
    KICSS'2013, the 8th Conference on Knowledge, Information and Creativity Support Systems (rok: 2013, ), Wydawca: Andrzej M.J. Skulimowski (ed.), © Progress & Business Publishers
    Data:
    konferencja 7-9 listopada
    Status:
    Published
  4. Finite automata with imperfect information as tools for accumulating information
    Authors:
    Władysław Homenda, Witold Pedrycz
    Conference:
    2013 Joint IFSA World Congress NAFIPS Annual Meeting (IFSA/NAFIPS) (rok: 2013, ), Wydawca: Proc. 2013 Joint IFSA World Congress NAFIPS Annual Meeting (IFSA/NAFIPS)
    Data:
    konferencja June 24-28
    Status:
    Published
  5. Fuzzy cognitive map reconstruction - dynamics versus history
    Authors:
    Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
    Conference:
    the 12th International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2014 (rok: 2015, ), Wydawca: AIP Publishing
    Data:
    konferencja September 22-28, 2014
    Status:
    Published
  6. Automatic Data Understanding: the Tool for Intelligent Man-Machine Communication
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska, Witold Pedrycz
    Conference:
    the 12th International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2014 (rok: 2015, ), Wydawca: AIP Publishing
    Data:
    konferencja September 22-28, 2014
    Status:
    Published
  7. Optical Music Recognition as the Case of Imbalanced Pattern Recognition: A Study of Complex Classifiers
    Authors:
    Agnieszka Jastrzębska, Wojciech Lesiński
    Conference:
    XVIII International Conference on Systems Science (rok: 2013, ), Wydawca: J. Świątek et al. (eds.), Advances in Systems Science, Advances in Intelligent Systems and Computing
    Data:
    konferencja September 10-12, 2013
    Status:
    Published
  8. Time Series Modelling with Fuzzy Cognitive Maps: Study on an Alternative Concept's Representation Method
    Authors:
    Wladyslaw Homenda and Agnieszka Jastrzebska and Witold Pedrycz
    Conference:
    ICAART 2015 - International Conference on Agents and Artificial Intelligence (rok: 2015, ), Wydawca: INSTICC, Copyright © 2015 SCITEPRESS – Science and Technology Publications
    Data:
    konferencja January 10 - 12, 2015
    Status:
    Published
  9. Automatic Harmonization Model using Expert System with Fuzzy Knowledge and Supervised Learning
    Authors:
    Mariusz Rybnik, Władysław Homenda, Agnieszka Jastrzębska
    Conference:
    the 12th International Conference of Numerical Analysis and Applied Mathematics, ICNAAM 2014 (rok: 2015, ), Wydawca: AIP Publishing
    Data:
    konferencja September 22-28, 2014
    Status:
    Published
  10. Modeling Behavioral Biases Using Fuzzy and Balanced Fuzzy Connectives
    Authors:
    Agnieszka Jastrzębska, Wojciech Lesiński
    Conference:
    KICSS'2013, the 8th Conference on Knowledge, Information and Creativity Support Systems (rok: 2013, ), Wydawca: Andrzej M.J. Skulimowski (ed.), © Progress & Business Publishers
    Data:
    konferencja 7-9 listopada 2013
    Status:
    Published
  11. Modeling Consumer's Choice Theory Using Fuzzy Sets and their Generalizations
    Authors:
    Wladyslaw Homenda and Agnieszka Jastrzebska
    Conference:
    WCCI 2012 IEEE World Congress on Computational Intelligence (rok: 2012, ), Wydawca: IEEE Computational Intelligence Society
    Data:
    konferencja June, 10-15, 2012
    Status:
    Published
  12. Similarities in Spaces of Features and Concepts: Towards Semantic Evaluations
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska
    Conference:
    the Federated Conference on Computer Science and Information Systems (rok: 2013, ), Wydawca: Preprints of the Federated Conference on Computer Science and Information Systems
    Data:
    konferencja 8 - 11 September, 2013
    Status:
    Published
  13. Similarities in Structured Spaces of Sets
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska
    Conference:
    the WCCI 2014 IEEE World Congress on Computational Intelligence (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 40730
    Status:
    Published
  14. Complementarity and Similarity of Complementary Structures in Spaces of Features and Concepts
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska
    Conference:
    KICSS'2013, the 8th Conference on Knowledge, Information and Creativity Support Systems (rok: 2013, ), Wydawca: Andrzej M.J. Skulimowski (ed.), © Progress & Business Publishers
    Data:
    konferencja 7-9 listopada
    Status:
    Published
  15. Fuzzy Cognitive Map Reconstruction Methodologies and Experiments
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska, Witold Pedrycz
    Conference:
    ICAART 2014 - International Conference on Agents and Artificial Intelligence (rok: 2014, ), Wydawca: INSTICC, the Institute for Systems and Technologies of Information, Control and Communication
    Data:
    konferencja March 6-8, 2014
    Status:
    Published
  16. Granular Cognitive Map Reconstruction: Adjusting Granularity Parameters
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska, Witold Pedrycz
    Conference:
    ICEIS 2014, the 16th International Conference on Enterprise Information Systems (rok: 2014, ), Wydawca: INSTICC, the Institute for Systems and Technologies of Information, Control and Communication
    Data:
    konferencja April 27-30, 2014
    Status:
    Published
  17. Granular Cognitive Maps Reconstruction
    Authors:
    Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz
    Conference:
    the WCCI 2014 IEEE World Congress on Computational Intelligence (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja 40730
    Status:
    Published
  18. On Interpretation of Fuzzy Cognitive Maps Trained to Model Time Series
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska, Witold Pedrycz
    Conference:
    the 4th World Congress on Information and Communication Technologies (WICT 2014) (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja December 8-11, 2014
    Status:
    Published
  1. Joining Concept's Based Fuzzy Cognitive Map Model with Moving Window Technique for Time Series Modeling
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska, Witold Pedrycz
    Book:
    LNCS (rok: 2014, tom: 8838, strony: 397–408), Wydawca: Springer-Verlag
    Status:
    Published
  2. Modeling Consumer Decision Making Process with Triangular Norms
    Authors:
    Wladyslaw Homenda and Agnieszka Jastrzębska
    Book:
    Computer Information Systems and Industrial Management (rok: 2012, tom: 7564, strony: 382-394), Wydawca: Springer-Verlag
    Status:
    Published
  3. Modeling in Feature and Concept Spaces: Exclusion Relations and Similarities of Features Related with Exclusions
    Authors:
    Agnieszka Jastrzębska, Wojciech Lesiński
    Book:
    Advances in Intelligent Systems and Computing (rok: 2016, tom: 364, strony: 441-453), Wydawca: Springer International Publishing Switzerland
    Status:
    Published
  4. Complementarity and Similarity of Complementary Structures in Spaces of Features and Concepts
    Authors:
    Władysław Homenda and Agnieszka Jastrzębska
    Book:
    Advances in Intelligent Systems and Computing (rok: 2016, tom: 364, strony: 427-439), Wydawca: Springer International Publishing Switzerland
    Status:
    Published
  5. Modeling the influence of repeated marketing communication on the decision making process
    Authors:
    Agnieszka Jastrzebska and Wladyslaw Homenda
    Book:
    New Tends in Fuzzy Sets, Intuitionistic Fuzzy Sets, Generalized Nets and Related Topics, Volume II: Applications (rok: 2013, tom: II, strony: 67-88), Wydawca: SRI PAS <> IBS PAN
    Status:
    Published
  6. Nodes Selection Criteria for Fuzzy Cognitive Maps Designed to Model Time Series
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska, Witold Pedrycz
    Book:
    Intelligent Systems'2014 (rok: 2015, tom: 2014948179, strony: 859-870), Wydawca: Springer
    Status:
    Published
  7. Searching in the Structured Space of the Braille Music
    Authors:
    Władysław Homenda, Mariusz Rybnik
    Book:
    LNCS (rok: 2013, tom: 8104, strony: 430-440), Wydawca: Springer-Verlag
    Status:
    Published
  8. Automatic Data Understanding: A Linguistic Tool for Granular Cognitive Maps Designing
    Authors:
    Wladyslaw Homenda and Witold Pedrycz
    Book:
    Intelligent Systems'2014 (rok: 2015, tom: 2014949165, strony: 217-228), Wydawca: Springer
    Status:
    Published
  9. Finite Automata with Imperfect Information as Classification Tools
    Authors:
    Wladyslaw Homenda and Witold Pedrycz
    Book:
    LNAI (rok: 2012, tom: 7653, strony: 465–474), Wydawca: Springer-Verlag
    Status:
    Published
  10. Time Series Modeling with Fuzzy Cognitive Maps: Simplification Strategies. The Case of a Posteriori Removal of Nodes and Weights
    Authors:
    Władysław Homenda, Agnieszka Jastrzębska, Witold Pedrycz
    Book:
    LNCS (rok: 2014, tom: 8838, strony: 409–420), Wydawca: Springer-Verlag
    Status:
    Published
  11. Linguistic Approach to Granular Cognitive Maps: User's Tool for Knowledge Accessing and Processing
    Authors:
    Wladyslaw Homenda and Witold Pedrycz
    Book:
    Intelligent Systems'2014 (rok: 2015, tom: 2014949165, strony: 205-216), Wydawca: Springer
    Status:
    Published
  12. Features Selection in Imbalanced Pattern Recognition: the Case of Optical Music Recognition
    Authors:
    Władysław Homenda, Wojciech Lesiński
    Book:
    Modern Information Technologies and Their Applications in Theory and Practice (rok: 2014, tom: 10, strony: 33-44), Wydawca: Uniwersytet Technologiczno-Humanistyczny w Radomiu, Instytut Technologii Organizacji Państwowy Instytut Badawczy w Radomiu
    Status:
    Published
  13. From Fuzzy Cognitive Maps to Granular Cognitive Maps
    Authors:
    Witold Pedrycz and Wladyslaw Homenda
    Book:
    LNAI (rok: 2012, tom: 7653, strony: 185–193), Wydawca: Springer-Verlag
    Status:
    Published
  14. Optical Music Recognition as the Case of Imbalanced Pattern Recognition: a Study of Single Classifiers
    Authors:
    Agnieszka Jastrzębska, Wojciech Lesiński
    Book:
    Advances in Intelligent Systems and Computing (rok: 2016, tom: 364, strony: 493-505), Wydawca: Springer International Publishing Switzerland
    Status:
    Published

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