Empirical Study on Improving the Performance of Text Categorization Considering the Relationships between Feature Selection Criterea and Weighting Methods
[journal] / 2002 / 베이지언 문서분류시스템을 위한 능동적 학습기반의 학습문서집합 구성방법 소프트웨어 및 응용 : 966~978
[journal] / 2004. / 잠재의미색인기법을 이용한 kNN 분류기의 자질 선정에 관한 연구.
[journal] / 2002＂휴리스틱을 / 휴리스틱을 이용한 kNN의 효율성 개선
[journal] / 2003 / 대표용어를 이용한 kNN 분류기의 처리속도 개선 : 65~72
[journal] / 2004. / Introduction to Machine Learning.
[journal] / 1996 / The design of a high performance infor- mation filtering system Proceedings of the 19th Annual ACM Confe- rence on Research and Develop- ment in Information Retrieval : 12~20
[journal] / 2003 / moving to the mainstream
[journal] / 2002 / Inverted file search algo- rithms for collaborative filtering Proceedings of the 25th Annual ACM Conference on Research and Development in Information Re- trieval : 246~252
[journal] / 2002 / An extensive empirical study of feature selection metrics for text classification Jour- nal of Machine Learning Research : 1289~1305
[journal] / an efficient feature-selection algorithm for text categorization k(wledge and information systems) : 16~33
[journal] / 2000 / Experiments on the use of feature selection and negative evi- dence in automated text categori- zation Proceedings of the 4th European Conference on Research and Advanced Technology for Di- gital Libraries : 59~68
[journal] / 2002 / An improved kNN learning based korean text classifier with heuristic information Proceedings of the 9th Interna- tional Conference on Neural Infor- mation Processing 2 : 731~734
[journal] / 1999 / Foundations of Statistical Natural Language Processing. Cambridge / MIT Press.
[journal] / Document filtering for fast ranking Proceedings of the 17th Annual ACM Conference on Research and Development in Infor- mation Retrieval : 341348~
[journal] / 2002 / Machine lear- ning in automated text categori- zation : 1~47
[journal] / 1997 / A comparative study on feature selec- tion in text categorization Procee- dings of the Fourteenth Interna- tional Conference on Machine Lear- ning : 412~420
[journal] / 1999 / A re- examination of text categorizationi methods Proceedings of the 22nd Annual ACM Conference on Re- search and Development in Infor- mation Retrieval : 42~49
[journal] / 1999 / An evaluation of statis- tical aqpproaches to text categori- zation : 69~90
[journal] / 2003 / "Fast text classi- fication: A training-corpus pruning based approach" Proceedings of the 8th International Conference on Database Systems for Advanced Applications (DASFAA'2003) / DASFAA'2003 : 127~136
[journal] / 2003 / Accuracy improvement of automatic text classification based on feature trans- formation Proceedings of the 2003 ACM Symposium on Document Engineering : 118~120