- Tytuł:
- Multiaspect Text Categorization Problem Solving: a Nearest Neighbours Classifier Based Approaches and Beyond
- Autorzy:
-
Zadrożny, S.
Kacprzyk, J.
Gajewski, M. - Powiązania:
- https://bibliotekanauki.pl/articles/950980.pdf
- Data publikacji:
- 2015
- Wydawca:
- Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
- Tematy:
-
text categorization
intelligent system
nearest neighbours classifiers
topic tracking and detection
fuzzy majority - Opis:
- We deal with the problem of the multiaspect text categorization which calls for the classification of the documents with respect to two, in a sense, orthogonal sets of categories. We briefly define the problem, mainly referring to our previous work, and study the application of the k- nearest neighbours algorithm. We propose a new technique meant to enhance the effectiveness of this algorithm when applied to the problem in question. We show some experimental results confirming usefulness of the proposed approach.
- Źródło:
-
Journal of Automation Mobile Robotics and Intelligent Systems; 2015, 9, 4; 58-70
1897-8649
2080-2145 - Pojawia się w:
- Journal of Automation Mobile Robotics and Intelligent Systems
- Dostawca treści:
- Biblioteka Nauki
Artykuł