{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,15]],"date-time":"2025-04-15T05:35:33Z","timestamp":1744695333230},"reference-count":37,"publisher":"Elsevier BV","issue":"5-6","license":[{"start":{"date-parts":[[2003,6,1]],"date-time":"2003-06-01T00:00:00Z","timestamp":1054425600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Networks"],"published-print":{"date-parts":[[2003,6]]},"DOI":"10.1016\/s0893-6080(03)00088-1","type":"journal-article","created":{"date-parts":[[2003,5,19]],"date-time":"2003-05-19T14:45:52Z","timestamp":1053355552000},"page":"771-778","source":"Crossref","is-referenced-by-count":29,"title":["On the quality of ART1 text clustering"],"prefix":"10.1016","volume":"16","author":[{"given":"Louis","family":"Massey","sequence":"first","affiliation":[]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/S0893-6080(03)00088-1_BIB1","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1145\/183422.183423","article-title":"Automated learning of decision rules for text categorization","volume":"12","author":"Apte","year":"1994","journal-title":"ACM Transactions on Information Systems"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB2","first-page":"3","article-title":"Constructive feedforward art clustering networks\u2014Part II","volume":"13","author":"Baraldi","year":"2002","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"2","key":"10.1016\/S0893-6080(03)00088-1_BIB3","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1145\/130226.134466","article-title":"Incremental clustering for dynamic information, processing","volume":"11","author":"Can","year":"1993","journal-title":"ACM Transactions on Information Systems"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB4","unstructured":"Carpenter, G. A., & Grossberg, S (1995). Adaptive Resonance Theory (ART). In Handbook of brain theory and neural networks, Arbib, M.A.: MIT Press."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB5","doi-asserted-by":"crossref","first-page":"565","DOI":"10.1016\/0893-6080(91)90012-T","article-title":"Artmap: supervised real-time learning and classification of nonstationary data by a self-organizing neural network","volume":"4","author":"Carpenter","year":"1991","journal-title":"Neural Networks"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB6","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1016\/0893-6080(91)90045-7","article-title":"Art2-a: an adaptive resonance algorithm for rapid category learning and recognition","volume":"4","author":"Carpenter","year":"1991","journal-title":"Neural Networks"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB7","doi-asserted-by":"crossref","first-page":"759","DOI":"10.1016\/0893-6080(91)90056-B","article-title":"Fuzzy art: fast stable learning and categorization of analog patterns by an adaptive resonance system","volume":"4","author":"Carpenter","year":"1991","journal-title":"Neural Networks"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB8","doi-asserted-by":"crossref","unstructured":"Cutting, D. Karger, D., Pedersen, J., & Tukey, J (1992). Scatter-gather: a cluster-based approach to browsing large document collections. In Proceedings of SIGIR'92.","DOI":"10.1145\/133160.133214"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB9","unstructured":"Downton, M., & Brennan, T (1980). Comparing classifications: an evaluation of several coefficient of partition agreement. In Proceedings of the meeting of the classification society, Boulder, CO."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB10","doi-asserted-by":"crossref","first-page":"553","DOI":"10.2307\/2288117","article-title":"A method for comparing two hierarchical clusterings","volume":"78","author":"Fowlkes","year":"1983","journal-title":"Journal of American Statistical Association"},{"issue":"4","key":"10.1016\/S0893-6080(03)00088-1_BIB11","doi-asserted-by":"crossref","first-page":"502","DOI":"10.1162\/neco.1990.2.4.502","article-title":"Convergence properties of learning in ART1","volume":"2","author":"Georgiopoulos","year":"1990","journal-title":"Neural Computation"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB12","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1007\/BF00344744","article-title":"Adaptive pattern classification and universal recording: I. Parallel development and coding of neural feature detectors","volume":"23","author":"Grossberg","year":"1976","journal-title":"Biological Cybernetics"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB13","unstructured":"Heuser, U., & Rosenstiel, W (2000). Automatic construction of local internet directories using hierarchical radius-based competitive learning. In Proceedings of the fourth world multiconference on systemics, cybernetics and informatics (SCI 2000), Orlando\/Florida, Vol. IV (Comunications Systems and Networks) (pp. 436\u2013441)."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB14","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1145\/331499.331504","article-title":"Data clustering: a review","volume":"31","author":"Jain","year":"1999","journal-title":"ACM Computing Surveys"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB15","series-title":"Finding groups in data: An introduction to cluster analysis","author":"Kaufman","year":"1990"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB16","series-title":"Springer series in information","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-56927-2","author":"Kohonen","year":"2001"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB17","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1109\/72.846729","article-title":"Self organization of a document collection","volume":"11","author":"Kohonen","year":"2000","journal-title":"IEEE Transactions on Neural Networks"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB18","doi-asserted-by":"crossref","unstructured":"Kondadadi, R., & Kozma, R (2002). A modified fuzzy art for soft document clustering. In Proceedings of the international joint conference on neural networks, Honolulu, HA.","DOI":"10.1109\/IJCNN.2002.1007544"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB19","doi-asserted-by":"crossref","unstructured":"Larsen, B., & Aone, C (1999). Fast and effective text mining using linear-time document clustering. In Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 16\u201322).","DOI":"10.1145\/312129.312186"},{"issue":"4","key":"10.1016\/S0893-6080(03)00088-1_BIB20","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1016\/0306-4573(91)90088-4","article-title":"A neural algorithm for document clustering","volume":"27","author":"MacLeod","year":"1991","journal-title":"Information Processing and Management"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB21","unstructured":"MacQueen, J (1967). Some methods for classification and analysis of multivariate observations. In Proceedings of the fifth Berkeley symposium on mathematical statistics and probability. Vol. 1, Statistics."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB23","unstructured":"Massey, L (2002a). Structure discovery in text collections. In Proceedings of the sixth international conference on knowledge-based intelligent information & engineering systems (KES'2002), Italy."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB22","unstructured":"Massey, L (2002b). Determination of clustering tendency with art neural networks. In Proceedings of recent adavances in soft-computing (RASC02), Nottingham, UK."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB24","doi-asserted-by":"crossref","unstructured":"Merkl, D (1995). Content-based software classification by selforganization. In Proceedings of the IEEE international conference on neural networks (ICNN'95), Perth, Australia (pp. 1086\u20131091).","DOI":"10.1109\/ICNN.1995.487573"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB25","unstructured":"Moore, B (1988). ART and pattern clustering. In Proceedings of the 1988 connectionist models summer school (pp. 174\u2013183)."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB26","unstructured":"Petridis, V., Kaburlasos, V. G., Fragkou, P., & Kehagias, A (2001). Text classification using the sigma-FLNMAP neural network. In Proceedings of international joint conference on neural networks, Washington, DC."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB27","doi-asserted-by":"crossref","unstructured":"Rajaraman, K., & Tan, A.-H (2001). Topic detection, tracking and trend analysis using self-organizing neural networks. In Proceedings of the fifth Pacific-Asia Conference on knowledge discovery and data mining (PAKDD'01), Hong Kong (pp. 102\u2013107).","DOI":"10.1007\/3-540-45357-1_13"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB28","first-page":"318","article-title":"Learning internal representations by error propagation","volume":"Vol. 1","author":"Rumelhart","year":"1986"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB29","doi-asserted-by":"crossref","unstructured":"Sadananda, R., & Sudhakara Rao, G. R. M (1995). ART1: model algorithm characterization and alternative similarity metric for the novelty detector. In Proceedings IEEE international conference on neural networks, Vol. 5 (pp. 2421\u20132425).","DOI":"10.1109\/ICNN.1995.487741"},{"issue":"1","key":"10.1016\/S0893-6080(03)00088-1_BIB30","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1145\/321439.321441","article-title":"Computer evaluation of indexing and text processing","volume":"15","author":"Salton","year":"1968","journal-title":"Journal of the ACM"},{"issue":"1","key":"10.1016\/S0893-6080(03)00088-1_BIB31","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/505282.505283","article-title":"Machine learning in automated text categorization","volume":"34","author":"Sebastiani","year":"2002","journal-title":"ACM Computing Surveys"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB32","unstructured":"Steinbach, M., Karypis, G., & Kumar, V (2000). A comparison of document clustering techniques. In Proceedings sixth ACM SIGKDD international conference on knowledge discovery and data mining, Boston, MA."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB33","series-title":"Information retrieval","author":"VanRijsbergen","year":"1979"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB34","doi-asserted-by":"crossref","unstructured":"Vlajic, N., & Card, H.-C (1998). Categorizing web pages using modified ART. In Proceedings of IEEE 1998 Canadian conference on electrical and computer engineering.","DOI":"10.1109\/CCECE.1998.682747"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB35","unstructured":"Wong, W.-C., Fu, A., & W.-C (2000). Incremental document clustering for web page classification. In Proceedings of IEEE 2000 international conference on information society in the 21st century: emerging technologies and new challenges, Japan."},{"key":"10.1016\/S0893-6080(03)00088-1_BIB36","doi-asserted-by":"crossref","unstructured":"Yang, Y., & Liu, X (1999). A re-examination of text categorization methods. In Proceedings of international ACM conference on research and development in information retrieval (SIGIR-99) (pp. 42\u201349).","DOI":"10.1145\/312624.312647"},{"key":"10.1016\/S0893-6080(03)00088-1_BIB37","unstructured":"Yang, Y., & Pedersen, J. O (1997). A comparative study on feature selection in text categorization. In Proceedings of ICML-97, 14th international conference on machine learning, Nashville, USA (pp. 412\u2013420)."}],"container-title":["Neural Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0893608003000881?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0893608003000881?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,3,21]],"date-time":"2019-03-21T05:29:47Z","timestamp":1553146187000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0893608003000881"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003,6]]},"references-count":37,"journal-issue":{"issue":"5-6","published-print":{"date-parts":[[2003,6]]}},"alternative-id":["S0893608003000881"],"URL":"https:\/\/doi.org\/10.1016\/s0893-6080(03)00088-1","relation":{},"ISSN":["0893-6080"],"issn-type":[{"value":"0893-6080","type":"print"}],"subject":[],"published":{"date-parts":[[2003,6]]}}}