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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Multiaspect text document categorization

2011/01/B/ST6/06908

Keywords:

document categorization thematic and event-based classification semantic representation topic detection and tracking

Descriptors:

  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
  • ST6_6: Algorithms, parallel, distributed and network algorithms, algorithmic game theory
  • ST6_15:

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. Sławomir Zadrożny 

Number of co-investigators in the project: 5

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

Amount awarded: 401 500 PLN

Project start date (Y-m-d): 2011-12-27

Project end date (Y-m-d): 2015-11-26

Project duration:: 47 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. drukarka (2 000 PLN)
  2. notebook (4 000 PLN)

Information in the final report

  • Publication in academic press/journals (5)
  • Articles in post-conference publications (7)
  • Book publications / chapters in book publications (2)
  1. A novel text classification problem and its solution
    Authors:
    Sławomir Zadrożny, Janusz Kacprzyk, Marek Gajewski i Maciej Wysocki
    Academic press:
    Technical Transactions. Automatic Control (rok: 2013, tom: 4-AC/2013, strony: 45488), Wydawca: Politechnika Krakowska
    Status:
    Published
    DOI:
    brak - link to the publication
  2. Coreference detection in an XML schema
    Authors:
    Marcin Szymczak, Sławomir Zadrożny, Antoon Bronselaer i Guy De Tre
    Academic press:
    Information Sciences (rok: 2015, tom: 296, strony: 237-262), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ins.2014.11.002 - link to the publication
  3. Topic Detection and Tracking: A Focused Survey and a New Variant
    Authors:
    Marek Gajewski, Janusz Kacprzyk, Sławomir Zadrożny
    Academic press:
    Informatyka Stosowana (rok: 2014, tom: 1, strony: 133-147), Wydawca: Wyższa Szkoła Informatyki Stosowanej i Zarządzania
    Status:
    Published
    DOI:
    brak - link to the publication
  4. A new heuristic possibilistic clustering algorithm for feature selection
    Authors:
    Janusz Kacprzyk, Jan W. Owsiński i Dimitri A. Viatchenin
    Academic press:
    Journal of Automation, Mobile Robotics & Intelligent Systems (rok: 2014, tom: 8, strony: 40-46), Wydawca: PIAP
    Status:
    Published
    DOI:
    10.14313/JAMRIS_2-2014/18 - link to the publication
  5. Multiaspect Text Categorization Problem Solving: A Nearest Neighbours Classifier Based Approaches and Beyond
    Authors:
    Sławomir Zadrożny, Janusz Kacprzyk, Marek Gajewski
    Academic press:
    Journal of Automation, Mobile Robotics & Intelligent Systems (rok: 2015, tom: 9, strony: 58-70), Wydawca: PIAP
    Status:
    Published
    DOI:
    10.14313/JAMRIS_4-2015/34 - link to the publication
  1. Time Series Visualization Using Asymmetric Self-Organizing Map
    Authors:
    Dominik Olszewski, Janusz Kacprzyk and Sławomir Zadrożny
    Conference:
    11th International Conference on Adaptive and Natural Computing Algorithms (ICANNGA'13) (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja April 4-6, 2013
    Status:
    Published
    DOI:
    link to the publication
  2. A Harmonization Model with Partial Fuzzy Knowledge
    Authors:
    Rybnik M., Homenda W.
    Conference:
    2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS) (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja 24-28 czerwca 2013
    Status:
    Published
  3. A New Two-Stage Approach to the Multiaspect Text Categorization
    Authors:
    Sławomir Zadrożny, Janusz Kacprzyk, Marek Gajewski
    Conference:
    2015 IEEE Symposium Series on Computational Intelligence (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja December 8-10, 2015
    Status:
    Published
  4. A novel approach to sequence-of-documents focused text categorization using the concept of a degree of fuzzy set subsethood
    Authors:
    Sławomir Zadrożny, Janusz Kacprzyk, Marek Gajewski
    Conference:
    2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC) (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja August 17-19, 2015
    Status:
    Published
  5. On the detection of new cases in multiaspect text categorization: a comparison of approaches
    Authors:
    Sławomir Zadrożny, Janusz Kacprzyk, Marek Gajewski
    Conference:
    The Congress on Information Technology, Computational and Experimental Physics (CITCEP 2015) (rok: 2015, ), Wydawca: AGH
    Data:
    konferencja 18-20 December 2015
    Status:
    Published
  6. A novel text classification problem and two approaches to its solution
    Authors:
    Zadrożny S., Kacprzyk J., Gajewski M., Wysocki M.
    Conference:
    International Congress on Control and Information Processing 2013 (ICCIP'13) (rok: 2013, ), Wydawca: Politechnika Krakowska
    Data:
    konferencja 7-8 grudnia 2013
    Status:
    Published
  7. Asymmetric k-means Clustering of the Asymmetric Self-Organizing Map
    Authors:
    Dominik Olszewski, Janusz Kacprzyk i Sławomir Zadrożny
    Conference:
    ICAISC 2014 (rok: 2014, ), Wydawca: Springer International Publishing
    Data:
    konferencja June 1-5, 2014
    Status:
    Published
  1. Power of Linguistic Data Summaries and Their Protoforms
    Authors:
    Janusz Kacprzyk and Sławomir Zadrozny
    Book:
    Computational Intelligence Systems in Industrial Engineering. With Recent Theory and Applications (rok: 2012, tom: 6, strony: 71-90), Wydawca: Atlantis Press
    Status:
    Published
    DOI:
    link to the publication
  2. A new approach to the multiaspect text categorization by using the support vector machines
    Authors:
    Sławomir Zadrożny, Janusz Kacprzyk, Marek Gajewski
    Book:
    Challenging problems and solutions in intelligent systems (rok: 2016, ), Wydawca: Springer Verlag
    Status:
    Accepted for publication

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