Zmiana języka

Projects search

Selected Aspects of Scalability of Methods of Data Mining and Knowledge Discovery in Databases

2011/01/B/ST6/03867

Keywords

Descriptors

  • ST6_2: Systemy baz danych
  • ST6_8: Systemy inteligentne
  • ST6_12: Przetwarzanie równoległe i rozproszone

Panel

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

Host institution

Uniwersytet Warszawski, Wydział Matematyki, Informatyki i Mechaniki

Voivodeship: mazowieckie

Other projects carried out by the institution »

Principal investigator (from the host institution)

dr hab. Dominik Antoni Ślęzak

Number of co-investigators in the project: 10

Call

OPUS 1 – announced on 2011-03-15

Amount awarded
375 100 PLN
Project start date
2011-12-07
Project end date
2014-12-06
Project duration
36 months (the same as in the proposal)
Project status
Project settled

Equipment purchased [PL]

  1. Komputer osobisty przenośny (laptop). Cost: 5 000 PLN
  2. Komputer osobisty przenośny (laptop) - Dell XPS 13. Cost: 4 513 PLN
  3. Komputer osobisty przenośny (laptop) - Toshiba Z830-10H. Cost: 5 000 PLN

Information in the final report

Publication in academic press/journals (12)

  1. Unsupervised Similarity Learning from Textual Data

    Authors:
    Andrzej Janusz, Dominik Ślęzak, Hung Son Nguyen
    Academic press:
    Fundamenta Informaticae (year: 2012, volume: 119/3-4, pages: 319-336), Publisher: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2012-740 – link to the publication

  2. An approach to pattern recognition based on hierarchical granular computing

    Authors:
    Sinh Hoa Nguyen, Tuan Trung Nguyen, Marcin S. Szczuka, Hung Son Nguyen
    Academic press:
    Fundamenta Informaticae (year: 2013, volume: 127/1-4, pages: 369-384), Publisher: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2013-915 – link to the publication

  3. A Domain Knowledge as a Tool For Improving Classifiers

    Authors:
    Jan G. Bazan, Sylwia Buregwa-Czuma, Andrzej Jankowski
    Academic press:
    Fundamenta Informaticae (year: 2013, volume: 127/1-4, pages: 495-511), Publisher: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2013-923 – link to the publication

  4. The Polish School of Argumentation: A Manifesto

    Authors:
    Katarzyna Budzyńska et al (55 autorów, w tym Andrzej Skowron)
    Academic press:
    Argumentation (year: 2014, volume: 28/3, pages: 267-282), Publisher: Springer
    Status:
    Published
    DOI:
    10.1007/s10503-014-9320-8 – link to the publication

  5. Interactive Complex Granules

    Authors:
    Andrzej Jankowski, Andrzej Skowron, Roman W. Świniarski
    Academic press:
    Fundamenta Informaticae (year: 2014, volume: 133/2-3, pages: 181-196), Publisher: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2014-1070 – link to the publication

  6. Implementing algorithms of rough set theory and fuzzy rough set theory in the R package RoughSets

    Authors:
    Lala Septem Riza, Andrzej Janusz, Christoph Bergmeir, Chris Cornelis, Francisco Herrera, Dominik Ślęzak, Jose Manuel Benitez
    Academic press:
    Information Sciences (year: 2014, volume: 287, pages: 68-89), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ins.2014.07.029 – link to the publication

  7. Does the Administrator Community of Polish Wikipedia Shut out New Candidates Because of the Acquaintance Relation?

    Authors:
    Justyna Spychała, Mateusz Adamczyk, Piotr Turek
    Academic press:
    International Journal On Advances in Intelligent Systems (year: 2014, volume: 37438, pages: 103-112), Publisher: ThinkMind
    Status:
    Published

  8. Perspectives on Uncertainty and Risk in Rough Sets and Interactive Rough-Granular Computing

    Authors:
    Andrzej Jankowski, Andrzej Skowron, Roman W. Świniarski
    Academic press:
    Fundamenta Informaticae (year: 2014, volume: 129/1-2, pages: 69-84), Publisher: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2014-961 – link to the publication

  9. Rough Set Methods for Attribute Clustering and Selection

    Authors:
    Andrzej Janusz, Dominik Ślęzak
    Academic press:
    Applied Artificial Intelligence (year: 2014, volume: 28/3, pages: 220-242), Publisher: Taylor & Francis
    Status:
    Published
    DOI:
    10.1080/08839514.2014.883902 – link to the publication

  10. Using Domain Knowledge in Initial Stages of KDD: Optimization of Compound Object Processing

    Authors:
    Marcin S. Szczuka, Łukasz Sosnowski, Adam Krasuski, Karol Kreński
    Academic press:
    Fundamenta Informaticae (year: 2014, volume: 129/4, pages: 341-364), Publisher: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2014-975 – link to the publication

  11. Nearness of visual objects - application of rough sets in proximity spaces

    Authors:
    James F. Peters, Andrzej Skowron, Jarosław Stepaniuk
    Academic press:
    Fundamenta Informaticae (year: 2013, volume: 128/1-2, pages: 159-176), Publisher: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2013-939 – link to the publication

  12. Lexicon-based Document Representation

    Authors:
    Gloria Virginia, Hung Son Nguyen
    Academic press:
    Fundamenta Informaticae (year: 2013, volume: 124/1-2, pages: 27-46), Publisher: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2013-823 – link to the publication

Articles in post-conference publications (54)

  1. Semantic explorative evaluation of document clustering algorithms

    Authors:
    Hung Son Nguyen, Sinh Hoa Nguyen, Wojciech Świeboda
    Conference:
    Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, Kraków, Poland (year: 2013, pages: 115-122), Publisher: IEEE
    Date:
    conference Wrzesień 8-11
    Status:
    Published

  2. Recent advances in decision bireducts: Complexity, heuristics and streams

    Authors:
    Sebastian Stawicki, Dominik Ślęzak
    Conference:
    Rough Sets and Knowledge Technology - 8th International Conference, Halifax, NS, Canada (year: 2013, pages: 200-212), Publisher: Springer
    Date:
    conference Październik 11-14
    Status:
    Published

  3. Using domain knowledge in initial stages of knowledge discovery in databases - tutorial description

    Authors:
    Marcin S. Szczuka
    Conference:
    Rough Sets and Knowledge Technology - 8th International Conference, Halifax, NS, Canada (year: 2013, pages: 46028), Publisher: Springer
    Date:
    conference Październik 11-14
    Status:
    Published

  4. 30 years of rough sets and future perspectives

    Authors:
    Andrzej Skowron, Andrzej Jankowski, Roman W. Świniarski
    Conference:
    Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 14th International Conference, Halifax, NS, Canada (year: 2013, pages: 46032), Publisher: Springer
    Date:
    conference Październik 11-14
    Status:
    Published

  5. Human pose fusion for scalable kinetic interfaces

    Authors:
    Andrzej Rutkowski, Michał Meina, Michał Chlebiej
    Conference:
    The 6th International Conference on Human System Interaction, Sopot, Poland (year: 2013, pages: 32-39), Publisher: IEEE
    Date:
    conference Czerwiec 6-8
    Status:
    Published

  6. How to design a network of comparators

    Authors:
    Łukasz Sosnowski, Dominik Ślęzak
    Conference:
    Brain and Health Informatics - International Conference, Maebashi, Japan (year: 2013, pages: 389-398), Publisher: Springer
    Date:
    conference Październik 29-31
    Status:
    Published

  7. Networks of compound object comparators

    Authors:
    Łukasz Sosnowski, Dominik Ślęzak
    Conference:
    IEEE International Conference on Fuzzy Systems, Hyderabad, India (year: 2013, pages: 46030), Publisher: IEEE
    Date:
    conference Lipiec 7-10
    Status:
    Published

  8. From topology to anti-reflexive topology

    Authors:
    Tsau Young Lin, Guilong Liu, Mihir K. Chakraborty, Dominik Ślęzak
    Conference:
    IEEE International Conference on Fuzzy Systems, Hyderabad, India (year: 2013, pages: 46029), Publisher: IEEE
    Date:
    conference Lipiec 7-10
    Status:
    Published

  9. Tolerance Rough Set Model and Its Applications in Web Intelligence

    Authors:
    Hung Son Nguyen
    Conference:
    2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, Atlanta, Georgia, USA, 17-20 November 2013, Workshop Proceedings (year: 2013, pages: 237-244), Publisher: IEEE
    Date:
    conference Listopad 17-20
    Status:
    Published

  10. Interactive computations: Toward risk management in interactive intelligent systems

    Authors:
    Andrzej Jankowski, Andrzej Skowron, Roman W. Świniarski
    Conference:
    Pattern Recognition and Machine Intelligence - 5th International Conference, Kolkata, India (year: 2013, pages: 46034), Publisher: Springer
    Date:
    conference Grudzień 10-14
    Status:
    Published

  11. Improving semantic clustering of EWID reports by using heterogeneous data types

    Authors:
    Andrzej Janusz, Adam Krasuski, Marcin S. Szczuka
    Conference:
    Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 14th International Conference, Halifax, NS, Canada (year: 2013, pages: 304-314), Publisher: Springer
    Date:
    conference Październik 11-14
    Status:
    Published

  12. Does the acquaintance relation close up the administrator community of Polish Wikipedia? - Analysing Polish Wikipedia administrator community with use of multidimensional behavioural social network

    Authors:
    Justyna Spychała, Piotr Turek, Mateusz Adamczyk
    Conference:
    The Third International Conference on Advanced Collaborative Networks, Systems and Applications, Nice, France (year: 2013, pages: 28-33), Publisher: IARA, ThinkMind
    Date:
    conference Lipiec 21
    Status:
    Published

  13. Efficient algorithms for attribute reduction on set-valued decision tables

    Authors:
    Sinh Hoa Nguyen, Thi Thu Hien Phung
    Conference:
    Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 14th International Conference, Halifax, NS, Canada (year: 2013, pages: 87-98), Publisher: Springer
    Date:
    conference Październik 11-14
    Status:
    Published

  14. Interactive complex granules

    Authors:
    Andrzej Jankowski, Andrzej Skowron, Roman W. Świniarski
    Conference:
    Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming (year: 2013, pages: 206-218), Publisher: CEUR-WS.org
    Date:
    conference Wrzesień 25-27
    Status:
    Published
    DOI:
    link to the publication

  15. Interactive rough-granular computing in wisdom technology

    Authors:
    Andrzej Jankowski, Andrzej Skowron, Roman W. Świniarski
    Conference:
    Active Media Technology - 9th International Conference, Maebashi, Japan (year: 2013, pages: 46035), Publisher: Springer
    Date:
    conference Październik 29-31
    Status:
    Published

  16. On materializing paths for faster recursive querying

    Authors:
    Aleksandra Boniewicz, Piotr Wiśniewski, Krzysztof Stencel
    Conference:
    New Trends in Databases and Information Systems, 17th East European Conference on Advances in Databases and Information Systems, Genoa, Italy, Proceedings II (year: 2013, pages: 105-112), Publisher: Springer
    Date:
    conference Wrzesień 1-4
    Status:
    Published

  17. On redundant data for faster recursive querying via orm systems

    Authors:
    Aleksandra Boniewicz, Piotr Wiśniewski, Krzysztof Stencel
    Conference:
    Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, Kraków, Poland (year: 2013, pages: 1439-1446), Publisher: IEEE
    Date:
    conference Wrzesień 8-11
    Status:
    Published

  18. Attribute Subset Quality Functions over a Universe of Weighted Objects

    Authors:
    Sebastian Widz, Dominik Ślęzak
    Conference:
    Rough Sets and Intelligent Systems Paradigms - Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings (year: 2014, pages: 99-110), Publisher: Springer
    Date:
    conference Lipiec 9-13
    Status:
    Published

  19. SQL-Based KDD with Infobright's RDBMS: Attributes, Reducts, Trees

    Authors:
    Jakub Wróblewski, Sebastian Stawicki
    Conference:
    Rough Sets and Intelligent Systems Paradigms - Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings (year: 2014, pages: 28-41), Publisher: Springer
    Date:
    conference Lipiec 9-13
    Status:
    Published

  20. Decision Bireducts and Approximate Decision Reducts: Comparison of Two Approaches to Attribute Subset Ensemble Construction

    Authors:
    Sebastian Stawicki, Sebastian Widz
    Conference:
    Federated Conference on Computer Science and Information Systems - FedCSIS 2012, Wrocław, Poland, 9-12 September 2012, Proceedings (year: 2012, pages: 331-338), Publisher: IEEE
    Date:
    conference Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication

  21. Granular Floor Plan Representation for Evacuation Modeling

    Authors:
    Wojciech Świeboda, Van Mai Nguyen Thi, Hung Son Nguyen
    Conference:
    Proceedings of the 23th International Workshop on Concurrency, Specification and Programming, Chemnitz, Germany, September 29 - October 1, 2014 (year: 2014, pages: 308-310), Publisher: CEUR-WS.org
    Date:
    conference Wrzesień 29 - Październik 1
    Status:
    Published
    DOI:
    link to the publication

  22. Rough Sets-Based Machine Learning over Non-deterministic Data: A Brief Survey

    Authors:
    Hiroshi Sakai, Mao Wu, Michinori Nakata, Dominik Ślęzak
    Conference:
    Advanced Machine Learning Technologies and Applications (year: 2012, pages: 46093), Publisher: Springer
    Date:
    conference Grudzień 8-10
    Status:
    Published
    DOI:
    link to the publication

  23. On elimination of redundant attributes in decision tables

    Authors:
    Long Giang Nguyen, Hung Son Nguyen
    Conference:
    Federated Conference on Computer Science and Information Systems - FedCSIS 2012, Wrocław, Poland, 9-12 September 2012, Proceedings (year: 2012, pages: 317-322), Publisher: IEEE
    Date:
    conference Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication

  24. Granular Knowledge Discovery Framework

    Authors:
    Adam Krasuski, Dominik Ślęzak, Karol Kreński, Stanisław Łazowy
    Conference:
    New Trends in Databases and Information Systems, Workshop Proceedings of the 16th East European Conference, ADBIS 2012, Poznań, Poland, September 17-21, 2012 (year: 2012, pages: 109-118), Publisher: Springer
    Date:
    conference Wrzesień 17-21
    Status:
    Published

  25. Management of Information Incompleteness in Rough Non-deterministic Information Analysis

    Authors:
    Hiroshi Sakai, Michinori Nakata, Dominik Ślęzak
    Conference:
    Advances on Computational Intelligence - 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9-13, 2012, Proceedings, Part I (year: 2012, pages: 280-289), Publisher: Springer
    Date:
    conference Lipiec 9-13
    Status:
    Published
    DOI:
    link to the publication

  26. An automatic approach for detecting early indicators of design anti-patterns

    Authors:
    Łukasz Puławski
    Conference:
    Knowledge-Based Software Engineering - Proceedings of the Tenth Conference on Knowledge-Based Software Engineering, JCKBSE 2012, Rodos, Greece, August 23-26, 2012 (year: 2012, pages: 161-170), Publisher: IOS Press
    Date:
    conference Sierpień 23-26
    Status:
    Published
    DOI:
    link to the publication

  27. A Role of (Not) Crisp Discernibility in Rough Set Approach to Numeric Feature Selection

    Authors:
    Dominik Ślęzak, Paweł Betliński
    Conference:
    Advanced Machine Learning Technologies and Applications (year: 2012, pages: 13-23), Publisher: Springer
    Date:
    conference Grudzień 8-10
    Status:
    Published
    DOI:
    link to the publication

  28. Rough Sets and FCA - Scalability Challenges

    Authors:
    Dominik Ślęzak
    Conference:
    Formal Concept Analysis - 10th International Conference, ICFCA 2012, Leuven, Belgium, May 7-10, 2012, Proceedings (year: 2012, pages: 6), Publisher: Springer
    Date:
    conference Maj 7-10
    Status:
    Published
    DOI:
    link to the publication

  29. Searching for concepts in natural language part of fire service reports

    Authors:
    Kamil Bąk, Adam Krasuski, Marcin S. Szczuka
    Conference:
    Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming (year: 2013, pages: 39-48), Publisher: CEUR-WS.org
    Date:
    conference Wrzesień 25-27
    Status:
    Published
    DOI:
    link to the publication

  30. A Granular Evacuation Modeling Framework

    Authors:
    Wojciech Świeboda, Andrzej Krauze, Hung Son Nguyen
    Conference:
    Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, Warsaw, Poland, September 7-10, 2014 (year: 2014, pages: 337-342), Publisher: IEEE
    Date:
    conference Wrzesień 7-10
    Status:
    Published

  31. Named Entity Matching in Publication Databases - A Case Study of PubMed in SONCA

    Authors:
    Marcin S. Szczuka, Paweł Betliński, Kamil Herba
    Conference:
    Rough Sets and Current Trends in Computing - 8th International Conference, RSCTC 2012, Chengdu, China, August 17-20, 2012.Proceedings (year: 2012, pages: 172-179), Publisher: Springer
    Date:
    conference Sierpień 17-20
    Status:
    Published
    DOI:
    link to the publication

  32. Representation and Evaluation of Granular Systems

    Authors:
    Marcin S. Szczuka, Dominik Ślęzak
    Conference:
    Intelligent Decision Technologies (year: 2012, pages: 287-296), Publisher: Springer
    Date:
    conference Maj 23-25
    Status:
    Published
    DOI:
    link to the publication

  33. Complexity aspects of multi-machine aggregations in a rough-granular computation framework

    Authors:
    Piotr Synak, Dominik Ślęzak
    Conference:
    2014 IEEE International Conference on Granular Computing, GrC 2014, Noboribetsu, Japan, October 22-24, 2014 (year: 2014, pages: 275-280), Publisher: IEEE
    Date:
    conference Październik 22-24
    Status:
    Published

  34. The Problem of Finding the Sparsest Bayesian Network for an Input Data Set is NP-Hard

    Authors:
    Paweł Betliński, Dominik Ślęzak
    Conference:
    Foundations of Intelligent Systems - 20th International Symposium, ISMIS 2012, Macau, China, December 4-7, 2012, Proceedings (year: 2012, pages: 21-30), Publisher: Springer
    Date:
    conference Grudzień 4-7
    Status:
    Published
    DOI:
    link to the publication

  35. Coverage Verification Algorithm for Sensor Networks

    Authors:
    Aleksander Ćwiszewski, Piotr Wiśniewski
    Conference:
    Computer Applications for Bio-technology, Multimedia, and Ubiquitous City (year: 2012, pages: 397-405), Publisher: Springer
    Date:
    conference Grudzień 16-19
    Status:
    Published
    DOI:
    link to the publication

  36. The Linkup Data Structure for Heterogeneous Data Integration Platform

    Authors:
    Michał Chromiak, Krzysztof Stencel
    Conference:
    Future Generation Information Technology - 4th International Conference, FGIT 2012, Gangneug, Korea, December 16-19, 2012, Proceedings (year: 2012, pages: 263-274), Publisher: Springer
    Date:
    conference Grudzień 16-19
    Status:
    Published
    DOI:
    link to the publication

  37. Predicting the presence of serious coronary artery disease based on 24 hour Holter ECG monitoring

    Authors:
    Jan G. Bazan, Sylwia Buregwa-Czuma, Przemysław Pardel, Stanisława Bazan-Socha, Barbara Sokołowska
    Conference:
    Federated Conference on Computer Science and Information Systems - FedCSIS 2012, Wrocław, Poland, 9-12 September2012, Proceedings (year: 2012, pages: 279-286), Publisher: IEEE
    Date:
    conference Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication

  38. Prediction of Coronary Arteriosclerosis in Stable Coronary Heart Disease

    Authors:
    Jan G. Bazan, Stanisława Bazan-Socha, Sylwia Buregwa-Czuma, Przemysław Pardel, Barbara Sokołowska
    Conference:
    Advances on Computational Intelligence - 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9-13, 2012, Proceedings, Part II (year: 2012, pages: 550-559), Publisher: Springer
    Date:
    conference Lipiec 9-13
    Status:
    Published
    DOI:
    link to the publication

  39. Utilization of Attribute Clustering Methods for Scalable Computation of Reducts from High-Dimensional Data

    Authors:
    Andrzej Janusz, Dominik Ślęzak
    Conference:
    Federated Conference on Computer Science and Information Systems - FedCSIS 2012, Wrocław, Poland, 9-12 September 2012, Proceedings (year: 2012, pages: 295-302), Publisher: IEEE
    Date:
    conference Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication

  40. JRS'2012 Data Mining Competition: Topical Classification of Biomedical Research Papers

    Authors:
    Andrzej Janusz, Hung Son Nguyen, Dominik Ślęzak, Sebastian Stawicki, Adam Krasuski
    Conference:
    Rough Sets and Current Trends in Computing - 8th International Conference, RSCTC 2012, Chengdu, China, August 17-20, 2012, Proceedings (year: 2012, pages: 422-431), Publisher: Springer
    Date:
    conference Sierpień 17-20
    Status:
    Published
    DOI:
    link to the publication

  41. Knowledge Driven Query Sharding

    Authors:
    Adam Krasuski, Marcin S. Szczuka
    Conference:
    Concurrency, Specification and Programming - XXI International Workshop, CS&P 2012, Berlin, Germany, September 26-28, 2012, Proceedings (year: 2012, pages: 182-190), Publisher: Humboldt Univeristaet zu Berlin
    Date:
    conference Wrzesień 26-28
    Status:
    Published
    DOI:
    link to the publication

  42. SQL-Based Heuristics for Selected KDD Tasks over Large Data Sets

    Authors:
    Marcin Kowalski, Sebastian Stawicki
    Conference:
    Federated Conference on Computer Science and Information Systems - FedCSIS 2012, Wrocław, Poland, 9-12 September 2012, Proceedings (year: 2012, pages: 303-310), Publisher: IEEE
    Date:
    conference Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication

  43. Random Probes in Computation and Assessment of Approximate Reducts

    Authors:
    Andrzej Janusz, Dominik Ślęzak
    Conference:
    Rough Sets and Intelligent Systems Paradigms - Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings (year: 2014, pages: 53-64), Publisher: Springer
    Date:
    conference Lipiec 9-13
    Status:
    Published

  44. Towards Robust Framework for On-line Human Activity Reporting Using Accelerometer Readings

    Authors:
    Michał Meina, Bartosz Celmer, Krzysztof Rykaczewski
    Conference:
    Active Media Technology - 10th International Conference, AMT 2014, Warsaw, Poland, August 11-14, 2014. Proceedings (year: 2014, pages: 347-358), Publisher: Springer
    Date:
    conference Sierpień 11-14
    Status:
    Published

  45. A Resemblance Based Approach for Recognition of Risks at a Fire Ground

    Authors:
    Łukasz Sosnowski, Andrzej Pietruszka, Adam Krasuski, Andrzej Janusz
    Conference:
    Active Media Technology - 10th International Conference, AMT 2014, Warsaw, Poland, August 11-14, 2014. Proceedings (year: 2014, pages: 559-570), Publisher: Springer
    Date:
    conference Sierpień 11-14
    Status:
    Published

  46. Applications of Boolean Kernels in Rough Sets

    Authors:
    Sinh Hoa Nguyen, Hung Son Nguyen
    Conference:
    Rough Sets and Intelligent Systems Paradigms - Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings (year: 2014, pages: 65-76), Publisher: Springer
    Date:
    conference Lipiec 9-13
    Status:
    Published

  47. Scaling of Complex Calculations over Big Data-Sets

    Authors:
    Marek Grzegorowski
    Conference:
    Active Media Technology - 10th International Conference, AMT 2014, Warsaw, Poland, August 11-14, 2014. Proceedings (year: 2014, pages: 73-84), Publisher: Springer
    Date:
    conference Sierpień 11-14
    Status:
    Published

  48. Interactive Computations on Complex Granules

    Authors:
    Andrzej Jankowski, Andrzej Skowron, Roman W. Świniarski
    Conference:
    Rough Sets and Intelligent Systems Paradigms - Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings (year: 2014, pages: 123-134), Publisher: Springer
    Date:
    conference Lipiec 9-13
    Status:
    Published

  49. Key Risk Factors for Polish State Fire Service: a Data Mining Competition at Knowledge Pit

    Authors:
    Andrzej Janusz, Adam Krasuski, Sebastian Stawicki, Mariusz Rosiak, Dominik Ślęzak, Hung Son Nguyen
    Conference:
    Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, Warsaw, Poland, September 7-10, 2014 (year: 2014, pages: 345-354), Publisher: IEEE
    Date:
    conference Wrzesień 7-10
    Status:
    Published

  50. Assessment of data granulations in context of feature extraction problem

    Authors:
    Andrzej Janusz, Marcin S. Szczuka
    Conference:
    2014 IEEE International Conference on Granular Computing, GrC 2014, Noboribetsu, Japan, October 22-24, 2014 (year: 2014, pages: 116-120), Publisher: IEEE
    Date:
    conference Październik 22-24
    Status:
    Published

  51. Adaptive Learning for Improving Semantic Tagging of Scientific Articles

    Authors:
    Andrzej Janusz, Sebastian Stawicki, Hung Son Nguyen
    Conference:
    Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, Warsaw, Poland, September 7-10, 2014 (year: 2014, pages: 27-34), Publisher: IEEE
    Date:
    conference Wrzesień 7-10
    Status:
    Published

  52. How deep data becomes big data

    Authors:
    Marcin S. Szczuka, Dominik Ślęzak
    Conference:
    Proceedings of 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (year: 2013, pages: 579-584), Publisher: IEEE
    Date:
    conference Czerwiec 24-28
    Status:
    Published

  53. Parallel feature selection algorithm based on rough sets and particle swarm optimization

    Authors:
    Mateusz Adamczyk
    Conference:
    Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, Warsaw, Poland, September 7-10, 2014 (year: 2014, pages: 43-50), Publisher: IEEE
    Date:
    conference Wrzesień 7-10
    Status:
    Published

  54. Granular attribute selection: A case study of rough set approach to MRI segmentation

    Authors:
    Sebastian Widz, Dominik Ślęzak
    Conference:
    Pattern Recognition and Machine Intelligence - 5th International Conference, Kolkata, India (year: 2013, pages: 47-52), Publisher: Springer
    Date:
    conference Grudzień 10-14
    Status:
    Published

Book publications / chapters in book publications (4)

  1. Dynamic Rule-Based Similarity Model for DNA Microarray Data

    Authors:
    Andrzej Janusz
    Book:
    Transactions on Rough Sets (year: 2012, volume: XV, pages: 46047), Publisher: Springer
    Status:
    Published

  2. Classifiers based on data sets and domain knowledge: A rough set approach

    Authors:
    Jan G. Bazan, Stanisława Bazan-Socha, Sylwia Buregwa-Czuma, Przemysław Pardel, Andrzej Skowron, Barbara Sokołowska
    Book:
    Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam II (year: 2013, volume: ISRL 43, pages: 93-136), Publisher: Springer
    Status:
    Published

  3. Algorithms for Similarity Relation Learning from High Dimensional Data

    Authors:
    Andrzej Janusz
    Book:
    Transactions on Rough Sets (year: 2014, volume: XVII, pages: 174-292), Publisher: Springer
    Status:
    Published

  4. Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis

    Authors:
    Marcin S. Szczuka, Andrzej Janusz
    Book:
    Transactions on Rough Sets (year: 2013, volume: XVI, pages: 83-102), Publisher: Springer
    Status:
    Published

« New search

Graphic design and implementation: Jakub Piotrowski