메뉴 건너뛰기




Volumn 37, Issue 4, 2010, Pages 2874-2881

Content-based hierarchical document organization using multi-layer hybrid network and tree-structured features

Author keywords

Document classification; Hierarchical organization; Multi layer hybrid network; Self organizing map; Tree structured features

Indexed keywords

CLASSIFICATION ACCURACY; CONTENT-BASED; DOCUMENT CLASSIFICATION; DOCUMENT ORGANIZATION; DOCUMENT REPRESENTATION; FEATURE REPRESENTATION; HIERARCHICAL DOCUMENT; HIERARCHICAL ORGANIZATIONS; HIERARCHICAL TREE; HYBRID NETWORK; HYBRID NEURAL NETWORKS; LOCAL CHARACTERISTICS; REAL APPLICATIONS; SPATIAL ORGANIZATION; TREE REPRESENTATION; TREE-STRUCTURE;

EID: 71349083400     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2009.09.002     Document Type: Article
Times cited : (11)

References (31)
  • 1
    • 3543087974 scopus 로고    scopus 로고
    • LSISOM, a latent semantic indexing approach to self-organizing maps of document collections
    • Ampazis N., and Perantonis S. LSISOM, a latent semantic indexing approach to self-organizing maps of document collections. Neural Processing Letters 19 2 (2004) 157-173
    • (2004) Neural Processing Letters , vol.19 , Issue.2 , pp. 157-173
    • Ampazis, N.1    Perantonis, S.2
  • 3
    • 0029546874 scopus 로고
    • Using linear algebra for intelligent information retrieval
    • Berry M.W., Dumais S.T., and O'Brien G.W. Using linear algebra for intelligent information retrieval. SIAM Review 37 4 (1995) 573-595
    • (1995) SIAM Review , vol.37 , Issue.4 , pp. 573-595
    • Berry, M.W.1    Dumais, S.T.2    O'Brien, G.W.3
  • 4
    • 14644403651 scopus 로고    scopus 로고
    • Genetic evolution processing of data structures for image classification
    • Cho S.Y., and Chi Z. Genetic evolution processing of data structures for image classification. IEEE Transactions on Knowledge and Data Engineering 17 2 (2005) 216-231
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.2 , pp. 216-231
    • Cho, S.Y.1    Chi, Z.2
  • 5
    • 0042525850 scopus 로고    scopus 로고
    • An improved algorithm for learning long-term dependency problems in adaptive processing of data structures
    • Cho S.Y., Chi Z., Siu W.C., and Tsoi A.C. An improved algorithm for learning long-term dependency problems in adaptive processing of data structures. IEEE Transactions on Neural Networks 14 4 (2003) 781-793
    • (2003) IEEE Transactions on Neural Networks , vol.14 , Issue.4 , pp. 781-793
    • Cho, S.Y.1    Chi, Z.2    Siu, W.C.3    Tsoi, A.C.4
  • 6
    • 33744770373 scopus 로고    scopus 로고
    • Content based image retrieval by using tree-structured features and multi-layer SOM
    • Chow T.W.S., Rahman M.K.M., and Wu S. Content based image retrieval by using tree-structured features and multi-layer SOM. Pattern Analysis and Applications 9 1 (2006) 1-20
    • (2006) Pattern Analysis and Applications , vol.9 , Issue.1 , pp. 1-20
    • Chow, T.W.S.1    Rahman, M.K.M.2    Wu, S.3
  • 13
    • 0037844902 scopus 로고    scopus 로고
    • A self-organizing map for adaptive processing of structured data
    • Hagenbuchner M., and Tsoi A.C. A self-organizing map for adaptive processing of structured data. IEEE Transactions on Neural Networks 14 3 (2003) 491-505
    • (2003) IEEE Transactions on Neural Networks , vol.14 , Issue.3 , pp. 491-505
    • Hagenbuchner, M.1    Tsoi, A.C.2
  • 15
    • 0002082238 scopus 로고    scopus 로고
    • WEBSOM-self-organizing maps of document collections
    • Espoo, Finland, Helsinki University of Technology: Neural Networks Research Centre
    • Honkela, T., Kaski, S., Lagus, K., & Kohonen, T. (1997). WEBSOM-self-organizing maps of document collections. In Proceedings of WSOM'97, workshop on self-organizing maps (pp. 310-315). Espoo, Finland, Helsinki University of Technology: Neural Networks Research Centre.
    • (1997) Proceedings of WSOM'97, workshop on self-organizing maps , pp. 310-315
    • Honkela, T.1    Kaski, S.2    Lagus, K.3    Kohonen, T.4
  • 20
    • 84948481845 scopus 로고
    • An algorithm for suffix stripping
    • Porter M.F. An algorithm for suffix stripping. Program 14 3 (1980) 130-137
    • (1980) Program , vol.14 , Issue.3 , pp. 130-137
    • Porter, M.F.1
  • 21
    • 33846267243 scopus 로고    scopus 로고
    • A flexible multi-layer self-organizing map for generic processing of tree-structured data
    • Rahman M.K.M., Yang W.P., Chow T.W.S., and Wu S. A flexible multi-layer self-organizing map for generic processing of tree-structured data. Pattern Recognition 40 5 (2007) 1406-1424
    • (2007) Pattern Recognition , vol.40 , Issue.5 , pp. 1406-1424
    • Rahman, M.K.M.1    Yang, W.P.2    Chow, T.W.S.3    Wu, S.4
  • 24
    • 0033886791 scopus 로고    scopus 로고
    • Binary partition tree as an efficient representation for image processing, segmentation, and information retrieval
    • Salembier P., and Garrido L. Binary partition tree as an efficient representation for image processing, segmentation, and information retrieval. IEEE Transactions on Image Processing 9 4 (2000) 561-576
    • (2000) IEEE Transactions on Image Processing , vol.9 , Issue.4 , pp. 561-576
    • Salembier, P.1    Garrido, L.2
  • 25
    • 33645011614 scopus 로고    scopus 로고
    • Term weighting approaches in automatic text retrieval
    • Salton G., and Buckley C. Term weighting approaches in automatic text retrieval. Information Processing and Management 32 4 (1996) 431-443
    • (1996) Information Processing and Management , vol.32 , Issue.4 , pp. 431-443
    • Salton, G.1    Buckley, C.2
  • 30
    • 0036613664 scopus 로고    scopus 로고
    • Narrowing the semantic gap - Improved text-based web document retrieval using visual features
    • Zhao R., and Grosky W. Narrowing the semantic gap - Improved text-based web document retrieval using visual features. IEEE Transactions on Multimedia 4 2 (2002) 189-200
    • (2002) IEEE Transactions on Multimedia , vol.4 , Issue.2 , pp. 189-200
    • Zhao, R.1    Grosky, W.2
  • 31
    • 0002848777 scopus 로고    scopus 로고
    • Exploring the similarity space
    • Zobel J., and Moffat A. Exploring the similarity space. ACM SIGIR Forum 32 1 (1998) 18-34
    • (1998) ACM SIGIR Forum , vol.32 , Issue.1 , pp. 18-34
    • Zobel, J.1    Moffat, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.