| [1] |
Douglas Cutting, David Karger, Jan Pedersen, and John Tukey.
Scatter/gather: A cluster-based approach to browsing large document
collections.
In Proc. ACM SIGIR, pages 318-329, 1992. BibTeX entry |
| [2] |
David D. Lewis.
Representation and Learning in Information Retrieval.
PhD thesis, Department of Computer Science, University of
Massachusetts, 1992. BibTeX entry |
| [3] |
C. J. van Rijsbergen.
Information Retrieval.
Butterworths, 2nd edition, 1980. BibTeX entry, Available here |
| [4] |
Gerard Salton.
Automatic Text Processing - The Transformation, Analysis, and
Retrieval of Information by Computer.
Addison-Wesley, 1989. BibTeX entry |
| [1] |
Chris Burges.
A tutorial on support vector machines for pattern recognition.
Data Mining and Knowledge Discovery, 2(2):121-167, 1998. BibTeX entry |
| [2] |
Ronan Collobert and Samy Bengio.
Support vector machines for large-scale regression problems.
Machine Learning Research, 1:143-160, 2001. BibTeX entry, Compressed PS |
| [3] |
Nello Cristianini and John Shawe-Taylor.
An Introduction to Support Vector Machines and other kernel-base
learning methods.
Cambridge University Press, 2000. BibTeX entry, Available here |
| [4] |
K. K. Chin.
Support vector machines applied to speech pattern classification.
Master's thesis, Engineering Department, Cambridge University, 1999. BibTeX entry, Compressed PS |
| [5] |
Robert Cooley.
Classification of news stories using support vector machines.
In Proc. 16th International Joint Conference on Artificial
Intelligence Text Mining Workshop, 1999. BibTeX entry, Available here |
| [6] |
Harris Drucker, Donghui Wu, and Vladimir Vapnik.
Support vector machines for Spam categorization.
IEEE-NN, 10(5):1048-1054, 1999. BibTeX entry |
| [7] |
Susan Dumais and Hao Chen.
Hierarchical classification of web content.
In Proc. ACM SIGIR, pages 256 - 263, 2000. BibTeX entry, Available here |
| [8] |
Marti A. Hearst.
Trends controversies: Support vector machines.
IEEE Intelligent System, 13(4):18-28, 1998. BibTeX entry |
| [9] |
Thorsten Joachims.
Text categorization with support vector machines: learning with many
relevant features.
In Proc. 10th European Conference on Machine Learning
ECML-98, pages 137-142, 1998. BibTeX entry, Compressed PS |
| [10] |
Thorsten Joachims.
Making large-scale svm learning practical.
In Bernhard Schölkopf, Chris Burges, and Alex Smola, editors,
Advances in Kernel Methods - Support Vector Learning, pages 169-185.
MIT Press, 1998. BibTeX entry, Available here |
| [11] |
Thorsten Joachims.
Transductive inference for text classification using support vector
machines.
In Proc. 16th International Conference on Machine Learning,
pages 200-209. Morgan Kaufmann, San Francisco, CA, 1999. BibTeX entry, Available here |
| [12] |
Thorsten Joachims.
Estimating the generalization performance of an SVM efficiently.
In Proc. 17th International Conf. on Machine Learning, pages
431-438. Morgan Kaufmann, San Francisco, CA, 2000. BibTeX entry, Available here |
| [13] |
Thorsten Joachims.
Transducive inference for text classification using support vector
machines.
In Proc. International Conference on Machine Learning ICML'99,
1999. BibTeX entry, Available here |
| [14] |
Bernhard Schölkopf, Chris Burges, and Alex Smola.
Introduction to support vector learning.
In Bernhard Schölkopf, Chris Burges, and Alex Smola, editors,
Advances in Kernel Methods - Support Vector Learning, pages 1-22. MIT
Press, 1998. BibTeX entry, Available here |
| [15] |
Bernhard Schölkopf.
Support Vector Learning.
PhD thesis, Technischen Universität Berlin, 1997.
Published by: R. Oldenbourg Verlag, Munich. BibTeX entry, Available here |
| [1] |
Chidanand Apte, Fred Damerau, and Sholom M. Weiss.
Towards language independent automated learning of text
categorisation models.
In Research and Development in Information Retrieval, pages
23-30, 1994. BibTeX entry |
| [2] |
Chidanand Apte, Fred Damerau, and Sholom M. Weiss.
Automated learning of decision rules for text categorization.
Information Systems, 12(3):233-251, 1994. BibTeX entry, Available here |
| [3] |
L. Brewlow and D. Aha.
Simplifying decision trees: a survey.
Knowledge Engineering Review, 12(1):1-40, 1997. BibTeX entry, Available here |
| [4] |
Hsinchun Chen.
Machine learning for information retrieval: Neural networks, symbolic
learning, and genetic algorithms.
Journal of the American Society of Information Science,
46(3):194-216, 1995. BibTeX entry, PS |
| [5] |
Susan T. Dumais, John Platt, David Hecherman, and Mehran Sahami.
Inductive learning algorithms and representations for text
categorization.
In Proc. 7th International Conference on Information and
Knowledge Management CIKM, pages 148-155, 1998. BibTeX entry, PDF |
| [6] |
Wai Lam and Chao Y. Ho.
Using a generalized instance set for automatic text categorization.
In Proc. ACM SIGIR-98, pages 81-89, 1998. BibTeX entry |
| [7] |
Langley and Stephanie Sage.
Oblivious decision trees and abstract cases.
In Proc. AAAI-94 Workshop on case-based reasoning, pages
113-117, 1994. BibTeX entry, Compressed PS |
| [8] |
David D. Lewis and Marc Ringuette.
A comparison of two learning algorithms for text categorization.
In Proc. Symposium on Document Analysis and Information
Retrieval SDAIR-94, pages 81-93, 1994. BibTeX entry, Available here |
| [9] |
David Lewis.
Naive bayes at forty: The independence assumption in information
retrieval.
In Proc. 10th European Conference on Machine Learning ECML-98,
pages 4-15, 1998. BibTeX entry, PS |
| [10] |
Andrew McCallum and K. Nigam.
A comparison of event models for naive bayes text classification.
In Proc. AAAI-98 Workshop on Learning for Text Categorization,
1998. BibTeX entry, Available here |
| [11] |
Mehran Sahami, Marti Hearst, and Eric Saund.
Applying the multiple cause mixture model to text categorization.
In Proc. 13th International Conference on Machine Learning
ICML96, pages 435-443, 1996. BibTeX entry, Available here |
| [12] |
Yiming Yang and Jan O. Pedersen.
A comparative study on feature selection in text categorization.
In Proc. 14th International Conference on Machine Learning,
pages 412-420, 1997. BibTeX entry, Compressed PS |
| [13] |
Yiming Yang and Xin Liu.
A re-examination of text categorization methods.
In Proc. ACM SIGIR, pages 42-49, Berkley, 1999. BibTeX entry, Compressed PS |
| [1] |
James Allan, Jaime Carbonell, George Doddington, Jonathan Yamron, and Yiming
Yang.
Topic detection and tracking pilot study final report.
In Proc. DARPA Broadcast News Transcription and Understanding
Workshop, February 1998. BibTeX entry, PS |
| [2] |
James Allan, Victor Lavrenko, and H Jin.
First story detection in tdt in hard.
In Proc. 9th Conference on Information Knowledge Management
CIKM, pages 374-381, McClean, VA USA, 2000. BibTeX entry, Available here |
| [3] |
James Allan, Ron Papka, and Victor Lavrenko.
On-line new event detection and tracking.
In Proc. ACM SIGIR, pages 37-45, 1998. BibTeX entry, PS |
| [4] |
James Alla, Victor Lavrenko, and Ron Papka.
Event tracking.
Technical Report CIIR Technical Report IR - 128, Department of
Computer Science, University of Massachusetts, 1998. BibTeX entry |
| [5] |
Joe Carthy and Alan Smeaton.
The design of a topic tracking system.
In Proc. 22nd Annual Colloquim on Information Retrieval
Reseach, Cambridge, UK, 2000. BibTeX entry |
| [6] |
Ron Papka.
On-line New Event Detection, Clustering and Tracking.
PhD thesis, Department of Computer Science, University of
Massachusetts, 1999. BibTeX entry, Compressed PS |
| [7] |
Ron Papka and James Allan.
On-line new event detection using single-pass clustering.
Technical Report UMASS Computer Science Technical Report 98 - 21,
Department of Computer Science, University of Massachusetts, 1998. BibTeX entry, PS |
| [8] |
Yiming Yang, Thomas Ault, Thomas Pierce, and Charles Lattimer.
Improving text categorization methods for event detection.
In Proc. ACM SIGIR, pages 65-72, 2000. BibTeX entry, Compressed PS |
| [9] |
Yiming Yang, Jaime Carbonell, Ralf Brown, Thomas Pierce, Brian T. Archibald,
and Xin Liu.
Learning approaches for detecting and tracking news events.
IEEE Intelligent Systems Special Issue on Applications of
Intelligent Information Retrieval, 14(4):32 - 43, 1999. BibTeX entry, Compressed PDF |
| [10] |
Yiming Yang, Thomas Pierce, and Jaime Carbonell.
A study on retrospective and on-line event detection.
In Proc. ACM SIGIR, pages 28-36, Melbourne, 1998. BibTeX entry, Compressed PS |