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題名:結合支援向量機與詮釋資料之圖書自動分類方法
書刊名:資訊科技國際期刊
作者:陳信源葉鎮源林昕潔黃明居 引用關係柯皓仁 引用關係楊維邦 引用關係
出版日期:2009
卷期:3:1
頁次:頁2-21
主題關鍵詞:圖書自動分類支援向量機詮釋資料特徵關鍵詞選取線性分類器Book classificationSupport vector machineMeta-informationFeature selectionLinearly-combined classifier
原始連結:連回原系統網址new window
相關次數:
  • 被引用次數被引用次數:期刊(1) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:1
  • 共同引用共同引用:18
  • 點閱點閱:54
期刊論文
1.Sebastiani, Fabrizio(2002)。Machine Learning in Automated Text Categorization。ACM Computing Surveys,34(1),1-47。  new window
2.Borko, H.、Bernick, M.(1963)。Automatic Document Classification。Journal of the ACM,10(2),151-162。  new window
3.Kwok, K. L.(1975)。The Use of Title and Cited Titles as Document Representation for Automatic Classification。Information Processing and Management,11,201-206。  new window
4.Larson, Ray, R.(1992)。Experiments in Automatic Library of Congress Classification。Journal of the American Society for Information Science,43(2),130-148。  new window
5.Wang, B. B.,、McKey, R. I.、Abbass, H. A.、Barlow, M.(2002)。Learning text classifier using the domain concept hierarchy。Communications, Circuits and Systems and West Sino Expositions,2,1230-1234。  new window
6.Yang, Y.、Chute, C.(1994)。An Example-Based Mapping Method for Text Classification and Retrieval。ACM Transactions on Information Systems,12(3),252-277。  new window
7.林頌堅(19981200)。自動化文件分類在資訊服務上的應用。資訊傳播與圖書館學,5(2),87-102。new window  延伸查詢new window
8.王泰裕、江蕙民(2008)。模糊支援向量機應用於多類別的文件分類。成大研發快訊,3(6)。  延伸查詢new window
9.曾元顯(20020600)。文件主題自動分類成效因素探討。中國圖書館學會會報,68,62-83。new window  延伸查詢new window
會議論文
1.Ng, H. T.、Goh, W.、Low, K.(1997)。Feature selection, perceptron learning, and a usability case study for text categorization。Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval。  new window
2.Yang, Yiming、Pedersen, Jan O.(1997)。A Comparative Study on Feature Selection in Text Categorization。The Fourteenth International Conference on Machine Learning。San Fransisco, CA:Morgan Kaufmann Publishers Inc。412-420。  new window
3.Cohen, W.(1995)。Text Categorization and Relational Learning。12th International Conference on Machine Learning。  new window
4.Dumais, S.、Platt, J.、Heckerman, D.、Sahami, M.(1998)。Inductive Learning Algorithms and Representation for Text Categorization。seventh international conference on Information and knowledge management,148-155。  new window
5.Koller, D.、Sahami, M.(1997)。Hierarchically Classifying Documents Using Very Few Words。14th International Conference on Machine Learning。  new window
6.Lewis, D.、Gale, W.(1994)。A Sequential Algorithm for Training Text Classifiers。17th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval。  new window
7.Lewis, D.、Ringuette, M.(1994)。Comparison of Two Learning Algorithms for Text Categorization。3rd Annual Symposium on Document Analysis and Information Retrieval。  new window
8.Yang, Y.、Liu, X.(1999)。An Examination of Text Categorization Methods。Proceedings of SIGIR-99。  new window
9.Baker, L. D.、McCallum, A. K.(1998)。Distributional clustering of words for text classification。the 21st International ACM SIGIR Conference on Research and Development in Information Retrieval,96-103。  new window
10.Larkey, L.、Croft, W.(1996)。Combining Classifiers in Text Categorization。Proceedings ofSIGIR-96,289-297。  new window
11.McCallum, A. K.、Nigam, K.(1998)。A Comparison of Event Models for NaIve Bayes Text Classification。AAAI-98 Workshop on Learning for Text Categorization。  new window
12.Joachims, Thorsten(1998)。Text Categorization with Support Vector Machines: Learning with Many Relevant Features。ECML-98, 10th European Conference on Machine Learning。Springer。137-142。  new window
學位論文
1.陳智偉(1998)。文件分類的方法與分析(碩士論文)。國立清華大學。  延伸查詢new window
2.黃政偉(1999)。具語句特徵選取能力的類神經網路文件分類器(碩士論文)。國立台灣科技大學。  延伸查詢new window
3.杜海倫(1999)。以標題進行新聞自動分類(碩士論文)。國立清華大學。  延伸查詢new window
圖書
1.James, M.(1985)。Classification algorithms。John Wiley & Sons, Inc.。  new window
2.Neyman, J.(1967)。Joint Statistical Papers。University of California Press。  new window
3.Han, Jiawei、Kamber, Micheline(2000)。Data mining: Concepts and techniques。Morgan Kaufmann Publishers。  new window
4.Duda, Richard O.、Hart, Peter E.(1973)。Pattern Classification and Scene Analysis。New York, NY:John Wiley & Sons。  new window
5.Quinlan, J. Rose(1993)。C4.5: Programs for Machine Learning。Morgan Kaufmann Publishers。  new window
6.Vapnik, V. N.(2000)。The Nature of Statistical Learning Theory。New York:Springer。  new window
圖書論文
1.Tokkola, K.(2002)。Discriminative Features for Document Classification。Proceedings of the 16th International Conference on Pattern Recognition (ICPR02)。  new window
2.柯淑津、陳振南(1999)。階層式文件自動分類之特徵選取研究。第十二屆計算語言學研討會論文集。  延伸查詢new window
3.王稔志、張俊盛(2001)。適應性文件分類系統。第十四屆計算語言學研討會論文集。台南市:成功大學。  延伸查詢new window
4.陳彥呈、蔣榮先(2001)。基於階層式類神經網路之自動新聞文件分類方法。第十四屆計算語言學研討會論文集。  延伸查詢new window
 
 
 
 
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