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

Neural Networks: A Comprehensive Foundation

Haykin, S. (1998) · Cited by 30,070

Term-weighting approaches in automatic text retrieval

Salton, G., & Buckley, C. (1988) · Information Processing & Management · doi:10.1016/0306-4573(88)90021-0 · Cited by 9,740

Text categorization with Support Vector Machines: Learning with many relevant features

Joachims, T. (1998) · Lecture notes in computer science · doi:10.1007/bfb0026683 · Cited by 8,248

An algorithm for suffix stripping

Porter, M. F. (1980) · Program · doi:10.1108/eb046814 · Cited by 8,096

Using Linear Algebra for Intelligent Information Retrieval

Berry, M. W., Dumais, S. T., & O’Brien, G. W. (1995) · SIAM Review · doi:10.1137/1037127 · Cited by 1,481

Latent semantic indexing

Papadimitriou, C. H., Tamaki, H., Raghavan, P., & Vempala, S. (1998) · ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS) · doi:10.1145/275487.275505 · Cited by 862

Hierarchically Classifying Documents Using Very Few Words

Koller, D., & Sahami, M. (1997) · Cited by 854

Hierarchical classification of Web content

Dumais, S., & Chen, H. (2000) · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · doi:10.1145/345508.345593 · Cited by 810

Binary partition tree as an efficient representation for image processing, segmentation, and information retrieval

Salembier, P., & Garrido, L. (2000) · IEEE Transactions on Image Processing · doi:10.1109/83.841934 · Cited by 587

Latent Semantic Indexing: A Probabilistic Analysis

Papadimitriou, C. H., Raghavan, P., Tamaki, H., & Vempala, S. (2000) · Journal of Computer and System Sciences · doi:10.1006/jcss.2000.1711 · Cited by 577

WEBSOM – Self-organizing maps of document collections

Kaski, S., Honkela, T., Lagus, K., & Kohonen, T. (1998) · Neurocomputing · doi:10.1016/s0925-2312(98)00039-3 · Cited by 495

A comparison of classifiers and document representations for the routing problem

Schütze, H., Hull, D. A., & Pedersen, J. O. (1995) · Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '95 · doi:10.1145/215206.215365 · Cited by 453

Expert Network: Effective and Efficient Learning from Human Decisions in Text Categorization and Retrieval

Yang, Y. (1994) · Springer eBooks · doi:10.1007/978-1-4471-2099-5_2 · Cited by 386

Exploring the similarity space

Zobel, J., & Moffat, A. (1998) · ACM SIGIR Forum · doi:10.1145/281250.281256 · Cited by 378

Narrowing the semantic gap - improved text-based web document retrieval using visual features

Zhao, R., & Grosky, W. I. (2002) · IEEE Transactions on Multimedia · doi:10.1109/tmm.2002.1017733 · Cited by 248

A self-organizing map for adaptive processing of structured data

Hagenbuchner, M., Sperduti, A., & Tsoi, A. C. (2003) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.2003.810735 · Cited by 180

Intellectual structure of research in organizational behavior, 1972-1984: A cocitation analysis

Culnan, M. J., O’Reilly, C. A., & Chatman, J. A. (1990) · Journal of the American Society for Information Science · doi:10.1002/(sici)1097-4571(199009)41:6<391::aid-asi1>3.0.co;2-9 · Cited by 178

Exploiting Hierarchy in Text Categorization

Weigend, A. S., Wiener, E. D., & Pedersen, J. (1999) · Information Retrieval · doi:10.1023/a:1009983522080 · Cited by 159

Query expansion and MEDLINE

Srinivasan, P. (1996) · Information Processing & Management · doi:10.1016/0306-4573(95)00076-3 · Cited by 112

Automatic document classification and indexing in high-volume applications

Appiani, E., Cesarini, F., Colla, A. M., Diligenti, M., Gori, M., Marinai, S., & Soda, G. (2001) · International Journal on Document Analysis and Recognition (IJDAR) · doi:10.1007/pl00010904 · Cited by 43

An improved algorithm for learning long-term dependency problems in adaptive processing of data structures

Cho, S., Chi, Z., Siu, W.-C., & Tsoi, A. C. (2003) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.2003.813831 · Cited by 41

Content-based image retrieval by using tree-structured features and multi-layer self-organizing map

Chow, T. W. S., Rahman, M. K. M., & Wu, S. (2006) · Pattern Analysis and Applications · doi:10.1007/s10044-005-0019-1 · Cited by 37

Genetic evolution processing of data structures for image classification

Cho, S.-Y., & Chi, Z. (2005) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2005.28 · Cited by 32

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., & Wu, S. (2006) · Pattern Recognition · doi:10.1016/j.patcog.2006.10.010 · Cited by 24

Web Content Management by Self-Organization

Freeman, R. T., & Yin, H. (2005) · IEEE Transactions on Neural Networks · doi:10.1109/tnn.2005.853415 · Cited by 19

LSISOM — A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections

Ampazis, N., & Perantonis, S. J. (2004) · Neural Processing Letters · doi:10.1023/b:nepl.0000023449.95030.8f · Cited by 18 · cited 3×

Adaptive Hierarchical Incremental Grid Growing: An architecture for high-dimensional data visualization

Merkl, D., He, S. H., Dittenbach, M., & Rauber, A. (2003) · Cited by 18

Image classification with structured self-organization map

Wang, Z., Hagenbuchner, M., Tsoi, A. C., Cho, S. Y., & Chi, Z. (2003) · International Joint Conference on Neural Networks (IJCNN) · doi:10.1109/ijcnn.2002.1007812 · Cited by 12

Automatically Detecting and Organizing Documents into Topic Hierarchies: A Neural Network Based Approach to Bookshelf Creation and Arrangement

Rauber, A., Dittenbach, M., & Merkl, D. (2000) · Lecture notes in computer science · doi:10.1007/3-540-45268-0_37 · Cited by 12

Extensions and evaluations of adaptive processing of structured information using artifical neural networks

Hagenbuchner, M. (2002) · Research Online (University of Wollongong) · Cited by 5

Understanding Plagiarism Linguistic Patterns, Textual Features, and Detection Methods

Alzahrani, S. M., Salim, N., & Abraham, A. (2012) · IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) · doi:10.1109/tsmcc.2011.2134847 · Cited by 299

An improved plagiarism detection scheme based on semantic role labeling

Osman, A. H., Salim, N. B., Binwahlan, M. S., Alteeb, R., & Abuobieda, A. (2012) · Applied Soft Computing · doi:10.1016/j.asoc.2011.12.021 · Cited by 98

Pattern classification and audiovisual content management techniques using hybrid expert systems: A video-assisted bioacoustics application in Abdominal Sounds pattern analysis

Dimoulas, C. A., Papanikolaou, G. V., & Petridis, V. (2011) · Expert Systems with Applications · doi:10.1016/j.eswa.2011.04.115 · Cited by 52

Survey of Text Plagiarism Detection

Osman, A. H., Salim, N. B., & Abuobieda, A. (2012) · Computer Engineering and Applications Journal · doi:10.18495/comengapp.v1i1.5 · Cited by 37

Feature unionization: A novel approach for dimension reduction

Jalilvand, A., & Salim, N. B. (2016) · Applied Soft Computing · doi:10.1016/j.asoc.2016.08.031 · Cited by 30

A Hierarchical Neural-Network-Based Document Representation Approach for Text Classification

Zheng, J., Guo, Y., Feng, C., & Chen, H. (2018) · Mathematical Problems in Engineering · doi:10.1155/2018/7987691 · Cited by 16

Business, Culture, Politics, and Sports How to Find Your Way through a Bulk of News? On Content-Based Hierarchical Structuring and Organization of Large Document Archives

Dittenbach, M., Rauber, A., & Merkl, D. (2001) · Lecture notes in computer science · doi:10.1007/3-540-44759-8_21 · Cited by 6

Hierarchical Neural Representation for Document Classification

Zheng, J., Cai, F., Chen, W., Feng, C., & Chen, H. (2019) · Cognitive Computation · doi:10.1007/s12559-018-9621-6 · Cited by 20

Document Classification with Self-Organizing Maps

Merkl, D. (1999) · Elsevier eBooks · doi:10.1016/b978-044450270-4/50014-0 · Cited by 10

Exploration of text collections with hierarchical feature maps

Merkl, D. (1997) · ACM SIGIR Forum · doi:10.1145/278459.258564 · Cited by 3