A comparison of classifiers and document representations for the routing problem

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	1	Chidanand Apté , Fred Damerau , Sholom M. Weiss, Towards language independent automated learning of text categorization models, Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval, p.23-30, July 03-06, 1994, Dublin, Ireland
	2	R. K. Belew, Adaptive information retrieval: using a connectionist representation to retrieve and learn about documents, Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval, p.11-20, June 25-28, 1989, Cambridge, Massachusetts, United States
	3	Michael W. Berry. Large-scale sparse singular value computations. The International Journal of Supercomputer Applications, 6(1):13-49, 1992.
	4	Chris Buckley , Gerard Salton , James Allan, The effect of adding relevance information in a relevance feedback environment, Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval, p.292-300, July 03-06, 1994, Dublin, Ireland
	5	Wm. S. Cooper, Aitao Chen, and Fredric C. Gey. Full text retrieval based on probabilistic equations with coefficients fitted by logistic regression, pages 57-66, 1994. In {15}.
	6	W. B. Croft, J. Callan, and J. Broglio. Trec-2 routing and adhoc retrieval evaluation using the INQUERY system. 1994. In {15}.
	7	Douglass R. Cutting, Jan O. Pedersen, and Per-Kristian Halvorsen. An object-oriented architecture for text retrieval. In Conference Proceedings of RIAO'91, Intelligent Text and Image Handling, Barcelona, Spain, pages 285-298, April 1991. Also available as Xerox PARC technical report SSL- 90-83.
	8	S. Deerwester, S. Dumais, G. Fumas, T. Landauer, and R. Harshman. Indexing by latent semantic analysis. Journal of the American Society for Information Science, 41(6):391- 407, 1990.
	9	Susan T. Dumais. Latent semantic indexing (lsi) and trec-2. In The Second Text REtrieval Conference (TREC-2), pages 105- 115, 1993.
	10	Jerome H. Friedman. Regularized discriminant analysis. Journal of the American Statistical Association, 84(405): 165-175, 1989.
	11	Norbert Fuhr, Optimum polynomial retrieval functions based on the probability ranking principle, ACM Transactions on Information Systems (TOIS), v.7 n.3, p.183-204, July 1989 [doi>10.1145/65943.65944]
	12	Norbert Fuhr , Ulrich Pfeifer, Probabilistic information retrieval as a combination of abstraction, inductive learning, and probabilistic assumptions, ACM Transactions on Information Systems (TOIS), v.12 n.1, p.92-115, Jan. 1994 [doi>10.1145/174608.174612]
	13	R. Gnanadesikan. Methods for Statistical Data Analysis of Multivariate Observations. John Wiley & Sons, New York, 1977.
	14	Donna Harman, Overview of the first TREC conference, Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval, p.36-47, June 27-July 01, 1993, Pittsburgh, Pennsylvania, United States [doi>10.1145/160688.160692]
	15	Donna Harman, Overview of the second text retrieval conference (TREC-2), Proceedings of the second conference on Text retrieval conference, p.271-289, May 1995, Washington, D.C., United States
	16	Donna Harman, editor. Proceedings of the 3rd Text Retrieval Conference (TREC-3), 1995. to appear.
	17	Marti A. Hearst, Multi-paragraph segmentation of expository text, Proceedings of the 32nd annual meeting on Association for Computational Linguistics, p.9-16, June 27-30, 1994, Las Cruces, New Mexico [doi>10.3115/981732.981734]
	18	David Hull, Using statistical testing in the evaluation of retrieval experiments, Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval, p.329-338, June 27-July 01, 1993, Pittsburgh, Pennsylvania, United States [doi>10.1145/160688.160758]
	19	David Hull, Improving text retrieval for the routing problem using latent semantic indexing, Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval, p.282-291, July 03-06, 1994, Dublin, Ireland
	20	David A. Hull. Information Retrieval using Statistical Classification. PhD thesis, Stanford University, 1995.
	21	K. L. Kwok, Experiments with a component theory of probabilistic information retrieval based on single terms as document components, ACM Transactions on Information Systems (TOIS), v.8 n.4, p.363-386, Oct. 1990 [doi>10.1145/102675.102677]
	22	David Lewis and Marc Ringuette. A comparison of two learning algorithms for text categorization. In Symposium on Document Analysis and Information Retrieval. University of Nevada, Las Vegas, 1994.
	23	David D. Lewis, An evaluation of phrasal and clustered representations on a text categorization task, Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval, p.37-50, June 21-24, 1992, Copenhagen, Denmark [doi>10.1145/133160.133172]
	24	David D. Lewis and Philip J. Hayes. Special issue on text categorization, guest editorial. A CM Transactions on Information Systems, 12(3):231, 1994.
	25	Brij Masand , Gordon Linoff , David Waltz, Classifying news stories using memory based reasoning, Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval, p.59-65, June 21-24, 1992, Copenhagen, Denmark [doi>10.1145/133160.133177]
	26	E McCullagh and J.A. Nelder. Generalized Linear Models, chapter 4, pages 101-123. Chapman and Hall, 2nd edition, 1989.
	27	S. E. Robertson, S. Walker, S. Jones, M. M. Hancock- Beaulieu, and M. Gatford. Okapi at tree-3. In Text Retrieval Conference 3 (preproceedings), 1994.
	28	D. E. Rumelhart , G. E. Hinton , R. J. Williams, Learning internal representations by error propagation, Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations, MIT Press, Cambridge, MA, 1986
	29	David E. Rumelhart , Richard Durbin , Richard Golden , Yves Chauvin, Backpropagation: the basic theory, Backpropagation: theory, architectures, and applications, Lawrence Erlbaum Associates, Inc., Mahwah, NJ, 1995
	30	Gerard Salton , Christopher Buckley, Term-weighting approaches in automatic text retrieval, Information Processing and Management: an International Journal, v.24 n.5, p.513-523, 1988 [doi>10.1016/0306-4573(88)90021-0]
	31	Gerard Salton and Chris Buckley. Improving retrieval performance by relevance feedback. Journal of the American Society for Information Science, 41 (4):288-297, 1990.
	32	Hinrich SchiRze, Jan O. Pedersen, and Marti A. Hearst. Xerox TREC 3 report: Combining exact and fuzzy predictors. 1995. In { 16}, to appear.
	33	Richard M. Tong and Lee A. Appelbaum. Machine learning for knowledge-based document routing (a reprot on the trec-2 experiment), pages 253-264, 1994. In {15}.
	34	Erik Wiener, Jan Pedersen, and Andreas S. Weigend. A neural network approach to topic spotting. In Fourth Annual Symposium on Document Analysis and Information Retrieval, Las Vegas NV, 1995. To appear.
	35	Ross Wilkinson , Philip Hingston, Using the cosine measure in a neural network for document retrieval, Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval, p.202-210, October 13-16, 1991, Chicago, Illinois, United States [doi>10.1145/122860.122880]
	36	Yiming Yang, Expert network: effective and efficient learning from human decisions in text categorization and retrieval, Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval, p.13-22, July 03-06, 1994, Dublin, Ireland