Masaryk University

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    2023

    1. Extraction, labeling, clustering, and semantic mapping of segments from clinical notes
      ZELINA, Petr, Jana HALÁMKOVÁ and Vít NOVÁČEK. Extraction, labeling, clustering, and semantic mapping of segments from clinical notes. IEEE TRANSACTIONS ON NANOBIOSCIENCE. UNITED STATES: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2023, vol. 22, No 4, p. 781-788. ISSN 1536-1241. Available from: https://dx.doi.org/10.1109/TNB.2023.3275195.
      URL
      RIV/00216224:14330/23:00131334 Article in a journal. English. United States of America.
      Zelina, Petr (203 Czech Republic, guarantor, belonging to the institution) -- Halámková, Jana (203 Czech Republic, belonging to the institution) -- Nováček, Vít (203 Czech Republic, belonging to the institution)
      Keywords in English: NLP; EHR; Clinical Notes; Information Extraction; Text Classification
      International impact: yes
      Reviewed: yes
      Changed by: RNDr. Pavel Šmerk, Ph.D., učo 3880. Changed: 7/4/2024 23:08.
      More: https://is.muni.cz/publication/2300099/en

    2022

    1. Unsupervised extraction, labelling and clustering of segments from clinical notes
      ZELINA, Petr, Jana HALÁMKOVÁ and Vít NOVÁČEK. Unsupervised extraction, labelling and clustering of segments from clinical notes. Online. In Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM). USA: IEEE, 2022, p. 1362-1368. ISBN 978-1-6654-6820-6. Available from: https://dx.doi.org/10.1109/BIBM55620.2022.9995229.
      arXiv preprint
      Name (in English): Unsupervised extraction, labelling and clustering of segments from clinical notes
      RIV/00216224:14330/22:00127605 Proceedings paper. English. United States of America.
      Zelina, Petr (203 Czech Republic, guarantor, belonging to the institution) -- Halámková, Jana (203 Czech Republic, belonging to the institution) -- Nováček, Vít (203 Czech Republic, belonging to the institution)
      Keywords in English: NLP; EHR; Clinical Notes; Information Extraction; Text Classification
      Type of proceedings: post-proceedings
      International impact: yes
      Reviewed: yes
      Changed by: Mgr. Petr Zelina, učo 469366. Changed: 3/11/2023 10:49.
      More: https://is.muni.cz/publication/2242916/en

    2006

    1. Ontology Acquisition for Automatic Building of Scientific Portals
      NOVÁČEK, Vít and Pavel SMRŽ. Ontology Acquisition for Automatic Building of Scientific Portals. In Lecture Notes in Computer Science 3831. Berlin: Springer, 2006, p. 493-500. ISBN 3-540-31198-X.
      URL
      Name in Czech: Ziskavani ontologii pro automaticke budovani vedeckych portalu
      RIV/00216224:14330/06:00015285 Proceedings paper. Informatics. English. Czech Republic.
      Nováček, Vít (203 Czech Republic, guarantor) -- Smrž, Pavel (203 Czech Republic)
      Keywords in English: text mining; semantic web; knowledge extraction; automatic ontology acquisition
      Type of proceedings: post-proceedings
      International impact: yes
      Reviewed: yes
      Changed by: doc. Mgr. Bc. Vít Nováček, PhD, učo 4049. Changed: 21/11/2006 12:23.
      More: https://is.muni.cz/publication/598246/en
    2. Ontology Learning
      NOVÁČEK, Vít. Ontology Learning. Brno: Faculty of Informatics, Masaryk University, 2006, 65 pp. Diploma Thesis.
      URL

      Keywords in English: artificial intelligence; natural language processing; ontology; ontology acquisition; knowledge representation; text mining; knowledge extraction; uncertainty represe ntation
      Changed by: doc. Mgr. Bc. Vít Nováček, PhD, učo 4049. Changed: 25/10/2006 12:01.
      More: https://is.muni.cz/publication/599544/en

    2005

    1. BOLE - A New Bio-Ontology Learning Platform
      NOVÁČEK, Vít and Pavel SMRŽ. BOLE - A New Bio-Ontology Learning Platform. In Proceedings of International Workshop on Biomedical Ontologies and Text Processing (held in conjunction with 4th European Conference on Computational Biology). Madrid: INB, 2005, p. 36-39.
      URL
      Name in Czech: BOLE - Nova platforma pro ziskavani bio-ontologii
      Name (in English): BOLE - A New Bio-Ontology Learning Platform
      RIV/00216224:14330/05:00013466 Proceedings paper. Informatics. Czech. Czech Republic.
      Nováček, Vít (203 Czech Republic, guarantor) -- Smrž, Pavel (203 Czech Republic)
      Keywords in English: ontology extraction; text mining
      Type of proceedings: post-proceedings
      International impact: yes
      Reviewed: yes
      Changed by: doc. Mgr. Bc. Vít Nováček, PhD, učo 4049. Changed: 21/11/2006 12:25.
      More: https://is.muni.cz/publication/633910/en
    2. First-order Frequent Patterns in Text Mining
      BLAŤÁK, Jan. First-order Frequent Patterns in Text Mining. In EPIA'05, 12th Portuguese Conference on Artificial Intelligence. 1st ed. Covilha, Portugal: Institute of Electrical and Electronics Engineers, Inc., 2005, p. 344-350. ISBN 0-7803-9365-1.
      Name in Czech: Prvořádové časté vzory v dolování v textu
      Name (in English): First-order Frequent Patterns in Text Mining
      RIV/00216224:14330/05:00014356 Proceedings paper. Informatics. English. Portugal.
      Blaťák, Jan (203 Czech Republic, guarantor)
      Keywords in English: machine learning; first-order frequent patterns; text mining; distributed mining
      Changed by: RNDr. Jan Blaťák, Ph.D., učo 2978. Changed: 27/4/2006 12:03.
      More: https://is.muni.cz/publication/598608/en
    3. OLE - A New Ontology Learning Platform
      NOVÁČEK, Vít and Pavel SMRŽ. OLE - A New Ontology Learning Platform. In International Workshop on Text Mining Research, Practice and Opportunities - Proceedings. Shoumen, Bulgaria: Incoma Ltd., 2005, p. 12-16. ISBN 954-91743-1-X.
      URL
      Name in Czech: OLE - Nová platforma pro učení ontologií
      Name (in English): OLE - A New Ontology Learning Platform
      RIV/00216224:14330/05:00013401 Proceedings paper. Informatics. English. Czech Republic.
      Nováček, Vít (203 Czech Republic, guarantor) -- Smrž, Pavel (203 Czech Republic)
      Keywords in English: ontology; natural language processing; text mining; knowledge extraction; uncertainty representation
      Type of proceedings: post-proceedings
      International impact: yes
      Reviewed: yes
      Changed by: doc. Mgr. Bc. Vít Nováček, PhD, učo 4049. Changed: 21/11/2006 12:25.
      More: https://is.muni.cz/publication/581901/en
Displayed: 10/11/2024 20:08