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

2011/01/B/ST6/03867

Keywords:

Data Mining Knowledge Discovery in Databases Scalability Machine Learning Classifier Ensembles Distributed Computing Relational Databases

Descriptors:

  • ST6_2: Computer systems, parallel/distributed systems, sensor networks, embedded systems, cyber-physical systems
  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
  • ST6_12: Scientific computing, simulation and modelling tools

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

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Dominik 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 (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

Equipment purchased [PL]

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

Information in the final report

  • Publication in academic press/journals (12)
  • Articles in post-conference publications (54)
  • Book publications / chapters in book publications (4)
  1. A Domain Knowledge as a Tool For Improving Classifiers
    Authors:
    Jan G. Bazan, Sylwia Buregwa-Czuma, Andrzej Jankowski
    Academic press:
    Fundamenta Informaticae (rok: 2013, tom: 127/1-4, strony: 495-511), Wydawca: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2013-923 - link to the publication
  2. 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 (rok: 2014, tom: 287, strony: 68-89), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ins.2014.07.029 - link to the publication
  3. Interactive Complex Granules
    Authors:
    Andrzej Jankowski, Andrzej Skowron, Roman W. Świniarski
    Academic press:
    Fundamenta Informaticae (rok: 2014, tom: 133/2-3, strony: 181-196), Wydawca: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2014-1070 - link to the publication
  4. 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 (rok: 2014, tom: 129/1-2, strony: 69-84), Wydawca: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2014-961 - link to the publication
  5. Rough Set Methods for Attribute Clustering and Selection
    Authors:
    Andrzej Janusz, Dominik Ślęzak
    Academic press:
    Applied Artificial Intelligence (rok: 2014, tom: 28/3, strony: 220-242), Wydawca: Taylor & Francis
    Status:
    Published
    DOI:
    10.1080/08839514.2014.883902 - link to the publication
  6. 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 (rok: 2014, tom: 129/4, strony: 341-364), Wydawca: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2014-975 - link to the publication
  7. Unsupervised Similarity Learning from Textual Data
    Authors:
    Andrzej Janusz, Dominik Ślęzak, Hung Son Nguyen
    Academic press:
    Fundamenta Informaticae (rok: 2012, tom: 119/3-4, strony: 319-336), Wydawca: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2012-740 - link to the publication
  8. 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 (rok: 2013, tom: 127/1-4, strony: 369-384), Wydawca: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2013-915 - link to the publication
  9. 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 (rok: 2014, tom: 37438, strony: 103-112), Wydawca: ThinkMind
    Status:
    Published
    DOI:
    brak - link to the publication
  10. Lexicon-based Document Representation
    Authors:
    Gloria Virginia, Hung Son Nguyen
    Academic press:
    Fundamenta Informaticae (rok: 2013, tom: 124/1-2, strony: 27-46), Wydawca: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2013-823 - link to the publication
  11. The Polish School of Argumentation: A Manifesto
    Authors:
    Katarzyna Budzyńska et al (55 autorów, w tym Andrzej Skowron)
    Academic press:
    Argumentation (rok: 2014, tom: 28/3, strony: 267-282), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10503-014-9320-8 - link to the publication
  12. Nearness of visual objects - application of rough sets in proximity spaces
    Authors:
    James F. Peters, Andrzej Skowron, Jarosław Stepaniuk
    Academic press:
    Fundamenta Informaticae (rok: 2013, tom: 128/1-2, strony: 159-176), Wydawca: IOS Press
    Status:
    Published
    DOI:
    10.3233/FI-2013-939 - link to the publication
  1. 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 (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja Lipiec 9-13
    Status:
    Published
  2. 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 (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja Październik 22-24
    Status:
    Published
  3. Coverage Verification Algorithm for Sensor Networks
    Authors:
    Aleksander Ćwiszewski, Piotr Wiśniewski
    Conference:
    Computer Applications for Bio-technology, Multimedia, and Ubiquitous City (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Grudzień 16-19
    Status:
    Published
    DOI:
    link to the publication
  4. 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 (rok: 2013, ), Wydawca: IARA, ThinkMind
    Data:
    konferencja Lipiec 21
    Status:
    Published
  5. 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 (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja Lipiec 9-13
    Status:
    Published
  6. 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 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Wrzesień 1-4
    Status:
    Published
  7. 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 (rok: 2012, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication
  8. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Lipiec 9-13
    Status:
    Published
    DOI:
    link to the publication
  9. 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 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Październik 11-14
    Status:
    Published
  10. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Grudzień 16-19
    Status:
    Published
    DOI:
    link to the publication
  11. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Grudzień 4-7
    Status:
    Published
    DOI:
    link to the publication
  12. 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 (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja Listopad 17-20
    Status:
    Published
  13. 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 (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 7-10
    Status:
    Published
  14. 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 (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja Lipiec 7-10
    Status:
    Published
  15. How deep data becomes big data
    Authors:
    Marcin S. Szczuka, Dominik Ślęzak
    Conference:
    Proceedings of 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja Czerwiec 24-28
    Status:
    Published
  16. 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 (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 7-10
    Status:
    Published
  17. Networks of compound object comparators
    Authors:
    Łukasz Sosnowski, Dominik Ślęzak
    Conference:
    IEEE International Conference on Fuzzy Systems, Hyderabad, India (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja Lipiec 7-10
    Status:
    Published
  18. 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 (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 7-10
    Status:
    Published
  19. 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 (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja Październik 22-24
    Status:
    Published
  20. 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 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Październik 11-14
    Status:
    Published
  21. How to design a network of comparators
    Authors:
    Łukasz Sosnowski, Dominik Ślęzak
    Conference:
    Brain and Health Informatics - International Conference, Maebashi, Japan (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Październik 29-31
    Status:
    Published
  22. Interactive complex granules
    Authors:
    Andrzej Jankowski, Andrzej Skowron, Roman W. Świniarski
    Conference:
    Proceedings of the 22nd International Workshop on Concurrency, Specification and Programming (rok: 2013, ), Wydawca: CEUR-WS.org
    Data:
    konferencja Wrzesień 25-27
    Status:
    Published
    DOI:
    link to the publication
  23. Interactive rough-granular computing in wisdom technology
    Authors:
    Andrzej Jankowski, Andrzej Skowron, Roman W. Świniarski
    Conference:
    Active Media Technology - 9th International Conference, Maebashi, Japan (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Październik 29-31
    Status:
    Published
  24. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Sierpień 17-20
    Status:
    Published
    DOI:
    link to the publication
  25. 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 (rok: 2012, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication
  26. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Maj 7-10
    Status:
    Published
    DOI:
    link to the publication
  27. 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 (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja Lipiec 9-13
    Status:
    Published
  28. 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 (rok: 2014, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 7-10
    Status:
    Published
  29. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Grudzień 8-10
    Status:
    Published
    DOI:
    link to the publication
  30. 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 (rok: 2012, ), Wydawca: IOS Press
    Data:
    konferencja Sierpień 23-26
    Status:
    Published
    DOI:
    link to the publication
  31. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Wrzesień 17-21
    Status:
    Published
  32. 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 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Grudzień 10-14
    Status:
    Published
  33. 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 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Grudzień 10-14
    Status:
    Published
  34. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Lipiec 9-13
    Status:
    Published
    DOI:
    link to the publication
  35. Representation and Evaluation of Granular Systems
    Authors:
    Marcin S. Szczuka, Dominik Ślęzak
    Conference:
    Intelligent Decision Technologies (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Maj 23-25
    Status:
    Published
    DOI:
    link to the publication
  36. 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 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Październik 11-14
    Status:
    Published
  37. 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 (rok: 2012, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication
  38. 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 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Październik 11-14
    Status:
    Published
  39. 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 (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja Sierpień 11-14
    Status:
    Published
  40. 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 (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja Lipiec 9-13
    Status:
    Published
  41. 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 (rok: 2012, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication
  42. 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 (rok: 2014, ), Wydawca: CEUR-WS.org
    Data:
    konferencja Wrzesień 29 - Październik 1
    Status:
    Published
    DOI:
    link to the publication
  43. 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 (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja Czerwiec 6-8
    Status:
    Published
  44. 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 (rok: 2013, ), Wydawca: Springer
    Data:
    konferencja Październik 11-14
    Status:
    Published
  45. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Sierpień 17-20
    Status:
    Published
    DOI:
    link to the publication
  46. 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 (rok: 2012, ), Wydawca: Humboldt Univeristaet zu Berlin
    Data:
    konferencja Wrzesień 26-28
    Status:
    Published
    DOI:
    link to the publication
  47. 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 (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 8-11
    Status:
    Published
  48. 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 (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja Lipiec 9-13
    Status:
    Published
  49. 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 (rok: 2012, ), Wydawca: Springer
    Data:
    konferencja Grudzień 8-10
    Status:
    Published
    DOI:
    link to the publication
  50. 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 (rok: 2012, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 9-12
    Status:
    Published
    DOI:
    link to the publication
  51. 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 (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja Sierpień 11-14
    Status:
    Published
  52. 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 (rok: 2013, ), Wydawca: CEUR-WS.org
    Data:
    konferencja Wrzesień 25-27
    Status:
    Published
    DOI:
    link to the publication
  53. 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 (rok: 2013, ), Wydawca: IEEE
    Data:
    konferencja Wrzesień 8-11
    Status:
    Published
  54. 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 (rok: 2014, ), Wydawca: Springer
    Data:
    konferencja Sierpień 11-14
    Status:
    Published
  1. 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 (rok: 2013, tom: ISRL 43, strony: 93-136), Wydawca: Springer
    Status:
    Published
  2. Semantic Clustering of Scientific Articles Using Explicit Semantic Analysis
    Authors:
    Marcin S. Szczuka, Andrzej Janusz
    Book:
    Transactions on Rough Sets (rok: 2013, tom: XVI, strony: 83-102), Wydawca: Springer
    Status:
    Published
  3. Dynamic Rule-Based Similarity Model for DNA Microarray Data
    Authors:
    Andrzej Janusz
    Book:
    Transactions on Rough Sets (rok: 2012, tom: XV, strony: 45316), Wydawca: Springer
    Status:
    Published
  4. Algorithms for Similarity Relation Learning from High Dimensional Data
    Authors:
    Andrzej Janusz
    Book:
    Transactions on Rough Sets (rok: 2014, tom: XVII, strony: 174-292), Wydawca: Springer
    Status:
    Published

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