E-mail Filtering Related Papers

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• Karl-Michael Schneider, "A Comparison of Event Models for Naive Bayes Anti-Spam E-Mail Filtering," in Proc. 10th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2003), Budapest, Hungary, pp. 307-314, Apr. 2003.
• Kevin R. Gee, "Using Latent Semantic Indexing to Filter Spam," to Appear in Proc. ACM Symposium on Applied Computing 2003 (SAC 2003), Data Mining Track, pp. 460-464, Mar. 2003.
• G. Sakkis, I. Androutsopoulos, G. Paliouras, V. Karkaletsis, C. D. Spyropoulos, and P. Stamatopoulos, "A Memory-Based Approach to Anti-Spam Filtering for Mailing Lists," Information Retrieval, Vol. 6, No. 1, pp. 49-73, Kluwer Academic Publishers, 2003.
• G. Manco, E. Masciari, M. Ruffolo, and A. Tagarelli, "Towards an Adaptive Mail Classifier," AIIA 2002, Sep. 2002.
• Elisabeth Crawford, Judy Kay, and Eric McCreath, "IEMS - The Intelligent Email Sorter," in Proc. ICML 2002, pp. 83-90, Jul. 2002.
• R. Krishnamurthy and C. Orasan, "A corpus-based investigation of junk emails," in Proc. Language Resources and Evaluation Conference (LREC 2002), May 2002.
• Jose Ma Gomez Hidalgo, Enrique Puertas Sanz and Manuel J. Mana Lopez. "Evaluating Cost-Sensitive Unsolicited Bulk Email Categorization," in Proc. 6th International Conference on the Statistical Analysis of Textual Data (JADT 2002), Mar. 2002, France.
• J. M. G. Hidalgo, "Evaluating Cost-Sensitive Unsolicited Bulk Email Categorization," in Proc. ACM Symposium on Applied Computing (SAC 2002), pp. 615-620, Mar. 2002.
• A. Kolcz and J. Alspector, "SVM-based Filtering of E-mail Spam with Content-specific Misclassification Costs," in Proc. ICDM-2001 Workshop on Text Mining (TextDM 2001), Nov. 2001.
• X. Carreras and L. Marquez, "Boosting Trees for Anti-Spam Email Filtering," in Proc. Euro Conference Recent Advances in NLP (RANLP-2001), pp. 58-64, Sep. 2001.
• Julia Itskevitch, "Automatic Hierarchical E-Mail Classification Using Association Rules," Master's Thesis, Jul. 2001.
• G. Sakkis, et. al., "Stacking Classifiers for Anti-spam Filtering of e-mail," in Proceedings of 6th Conference on Empirical Methods in Natural Language Processing (EMNLP 2001), pp. 44-50, Jun. 2001.
• J. M. G. Hidalgo, M. M. Lopez, and E. P. Sanz, "Combining Text and Heuristics for Cost-Sensitive Spam Filtering," (Poster) in Proceedings of the Fourth Conference on Computational Natural Language Learning (CoNLL'2000), pp. 99-102, Sep. 2000.
• I. Androutsopoulos, et. al., "Learning to Filter Spam E-Mail: A Comparison of a Naive Bayesian and a Memory-Based Approach," in Proc. 4th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2000), pp. 1-13, Sep. 2000.
• Jason D. M. Rennie, "ifile: An Application of Machine Learning to E-Mail Filtering," in Proc. KDD-2000 Text Mining Workshop, Aug. 2000.
• Richard B. Segal and Jeffrey O. Kephart, "Incremental Learning in SwiftFile," in Proc. ICML 2000, pp. 863-870, Jun. 2000.
• I. Androutsopoulos, et. al., "An Evaluation of Naive Bayesian Anti-Spam Filtering," in Proc. of the Workshop on Machine Learning in the New Information Age, 11th European Conference on Machine Learning (ECML 2000), pp. 9-17, May 2000.
• Richard B. Segal and Jeffrey O. Kephart, "SwiftFile: An Intelligent Assistant for Organizing E-Mail," in Proc. AAAI 2000 Spring Symposium on Adaptive User Interfaces, pp. 107-112, 2000.
• Y. Diao, H. Lu, and D. Wu, "A Comparative Study of Classification Based Personal E-mail Filtering," in Proc. PAKDD-2000, pp. 408-419, Apr. 2000.
• Hooman Katirai, "Filtering Junk E-Mail: A Performance Comparison between Genetic Programming & Naive Bayes," available online at: http://members.rogers.com/hoomank/katirai99filtering.pdf, Sep. 1999.
• H. Drucker, D. Wu, and V. N. Vapnik, "Support Vector Machines for Spam Categorization," IEEE Transactions on Neural Networks, Vol. 20, No. 5, pp. 1048-1054, Sep. 1999.
• Richard B. Segal and Jeffrey O. Kephart, "MailCat: An Intelligent Assistant for Organizing E-Mail," in Proc. Agents 1999, pp. 276-282, May 1999.
• Patrick Pantel and Dekang Lin, "SpamCop: A Spam Classification & Organization Program", (Poster) in Proc. AAAI-1998 Workshop on Learning for Text Categorization, Jul. 1998.
• Gary Boone, "Concept Features in Re:Agent, an Intelligent Email Agent," in Proc. Agents 1998, pp. 141-148, May 1998.
• Robert J. Hall, "How to Avoid Unwanted Email," Communications of the ACM, Vol. 41, No.3, pp. 88-95, Mar. 1998.
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