Prof. Moshe Koppel

Prof.
Prof. Moshe Koppel
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Publications

  •  S. Argamon, M. Koppel, J. Pennebaker and J. Schler (2007), Automatically Profiling the Author of an Anonymous Text, Communications of the ACM , in press

     

  • S. Argamon, M. Koppel, J. W. Pennebaker, and J. Schler (2007), Mining the Blogosphere: Age, gender and the varieties of self–expression,  First Monday, vol 12(9), September 2007

     

  • M. Koppel, N. Akiva and I. Dagan (2007), Feature Instability as a Criterion for Selecting Potential Style Markers, JASIST: Journal of the American Society for Information Science and Technology, Volume 57, Issue 11, Pages:1519-1525. July 2007.

     

  • M. Koppel, J. Schler and E. Bonchek-Dokow (2007), Measuring Differentiability: Unmasking Pseudonymous Authors, JMLR, July 2007.

     

  • D. Davidov, A. Rappoport and M. Koppel (2007), Fully Unsupervised Discovery of Concept-Specific Relationships by Web Mining, Proc. of ACL, July 2007.

     

  • Y. Solewicz and M. Koppel (2006), Automatically Correcting Bias in Speaker Recognition Systems, Proc. IEEE Machine Learning for Signal Processing Workshop, Sept. 2006.

     

  • M. Koppel, J. Schler, S. Argamon and E. Messeri (2006). Authorship Attribution with Thousands of Candidate Authors (poster), Proc. Of 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval, August 2006.

     

  • S. Hota, S. Argamon, M. Koppel, I. Zigdon (2006). Performing Gender: Automatic Stylistic Analysis of Shakespeare's Characters, Proc. Digital Humanities, July 2006.

     

  • J. Schler, Moshe Koppel, S. Argamon and J. Pennebaker (2006), Effects of Age and Gender on Blogging, Proc. of AAAI Spring Symposium on Computational Approaches for Analyzing Weblogs, March 2006.

     

  • M. Koppel, J. Schler and K. Zigdon (2005), Determining an Author's Native Language by Mining a Text for Errors, Proceedings of KDD, Chicago IL, August 2005

     

  • O. Glickman, I. Dagan and M. Koppel (2005), A Probabilistic Lexical Approach to Textual Entailment (short paper), Proceedings of IJCAI, Edinburgh, Scotland, July 2005

     

  • M. Koppel and J. Schler (2005), Using Neutral Examples for Learning Polarity (short paper), Proceedings of IJCAI, Edinburgh, Scotland, July 2005

     

  • O. Glickman, I. Dagan and M. Koppel (2005), A Probabilistic Classification Approach for Lexical Textual Entailment, Proceedings of AAAI, Pittsburgh PA, July 2005

     

  • S. Argamon, S. Dawhle, M. Koppel and J. Pennebaker (2005), Lexical Predictors of Personality Type, Proceedings of Classification Society of North America, St. Louis MI, June 2005

     

  • M. Koppel, J. Schler and K. Zigdon (2005), Automatically Determining an Anonymous Author's Native Language, IEEE International Conference on Intelligence and Security Informatics, Atlanta GA, May 2005

     

  • Y. Solewicz and M. Koppel (2005), Selective Fusion for Speaker Verification in Surveillance, IEEE International Conference on Intelligence and Security Informatics, Atlanta GA, May 2005

     

  • Y. Solewicz, M. Koppel and S. Sofer (2004), A Robust Framework for Forensic Speaker Verification, 9th International Conference Speech and Computers, September 2004, St. Petersburg, Russia.

     

  • Y. Solewicz, and M. Koppel (2004), Enhanced Fusion Methods for Speaker Verification, 9th International Conference Speech and Computers, September 2004, St. Petersburg, Russia

     

  • M. Koppel, D. Mughaz, and J.  Schler. "Text Categorization For Authorship Verification" (ed.) 8th Int'l Symposium On AI And Math, Ft. Lauderdale, FL, 2004.

     

  • Koppel, Moshe, Shtrimberg, Itai. "Good News Or Bad News: Let the Market Decide" (ed.) AAAI Spring Symposium, Palo Alto, CA, 2004.

     

  • Koppel, Moshe, Schler, Jonathan. "Authorship Verification As a One-Class Classification Problem" (ed.) ICML '04, Banff, 2004.

     

  • Figov, Zvi, Tal, Yoram, Koppel, Moshe. "Detecting And Removing Shadows" (ed.) International Conference On Computers Graphics And Imaging (CGIM 2004), Kauai, Hawaii, 2004.

     

  • Argamon, S.; Koppel, M.; Fine, J. and Shimoni, A. "Gender, Genre and Writing Style in Formal Written Texts" Text, vol. 23, 2003.

     

  • Koppel, M. "Automatically Categorizing Written Texts By Author Gender" Literary and Linguistic Computing, vol. 14, 2003, p. 2002.

     

  • Koppel, Moshe, Akiva, N., Dagan, I.. "A Corpus-Independent Feature Set For Style-Based Text Categorization" (ed.) Proceedings of IJCAI'03 Workshop On Computational Approaches And Synthesis, Acapulco, Mexico, 2003.

     

  • Koppel, Moshe, Schler, J.. "Exploiting Stylistic Idiosyncrasies For Authorship Attribution" (ed.) Proceedings of IJCAI'03 Workshop On Computational Approaches And Synthesis, Acapulco, Mexico, 2003.

     

  • Koppel, M.; Ortega, J. and Argamon, S. "Arbitrating Among Competing Classifiers Using Learned Referees" KAIS, vol. 3, 2001, p. 470-790.

     

  • Argamon, S.; Koppel, M. and Walters, H. "Maximizing Theory Accuracy Through Selective Reinterpretation" Machine Learning, vol. 41, 2000, p. 123-152.

     

  • Argamon, S. and Koppel, M. "Tractability of Theory Patching" J. Artificial Intelligence Research, vol. 8, 1998, p. 39-65.

     

  • Argamon, S.; Koppel, M. and Avneri, G. "Routing Documents According to Style" (ed.) In Proc. First International Workshop on Innovative Internet Information Systems, Italy, 1998.

     

  • Argamon, S. and Koppel, M. "Which Newspaper Am I Reading: Style-Based Text Categorization" (ed.) Proceedings of the AAAI/ML Workshop on Text Categorization, 1998.

     

  • Koppel, M. "Computability and Self-Organization" Nuova Critica, 1997.

     

  • Koppel, M. "Identifying the Information Contained in a Flawed Theory" 11th International Machine Learning Conference, 1996.

     

  • Koppel, M. and Engelson, S. "Integrating Multiple Classifiers by Finding Their Areas of Expertise" AAAI-96 Workshop on Integrating Multiple Learned Models, 1996.

     

  • Argamon, Shlomo, Koppel, Moshe. "Identifying the Information Contained in a Flawed Theory" ICML, 1996, p. 131-138.

     

  • Koppel, M. ; (ed.) Meta-Halakah: Logic, Intuition, and the Unfolding of Jewish Law , Jason Aronson Inc., 1996.

     

  • Koppel, M. and Argamon, S. "Integrating Multiple Classifiers by Finding Their Areas of Expertise" (ed.) AAAI-96 Workshop on Integrating Multiple Learned Models, 1996.

     

  • Koppel, M. and Engelson, S. "Distilling Reliable Information from Unreliable Theories" 10th International Machine Learning Conference, 1995.

     

  • Koppel, M.; Engelson, S.; Feldman, R.; Nerode, A. and Remmel, J. "FROST - A Forward Chaining Rule Ordering System for Reasoning with Nonmonotonic Rule Systems" IJCAI-95 Workshop on Implementation of Nonmonotonic Systems, 1995.

     

  • Koppel, M.; Segre, A. and Feldman, R. "An Integrated Framework for Knowledge Representation and Theory Revision" In: Tecuci, G. and Kodratoff, Y. (eds.) Machine Learning and Knowledge Acquisition- Integrated Approaches, p. 95-114., Academic Press, 1995.

     

  • Koppel, M.; Argamon, S.; Feldman,R.; Nerode, A. and Remmel, J. "FROST - A Forward Chaining Rule Ordering System for Reasoning with Nonmonotonic Rule Systems" (ed.) IJCA-95 Workshop on Implementation of Nonmonotonic Systems, 1995.

     

  • Koppel, M. and Argamon, S. "Distilling Reliable Information from Unreliable Theories" (ed.) 10th International Machine Learning Conference, 1995.

     

  • Feldman, R.; Koppel, M. and Segre, A. "Extending the Role of Bias in Probabilistic Theory Revision" Knowledge Acquisition Journal, vol. 6, 1994, p. 197-214.

     

  • Koppel, M.; Feldman, R. and Segre, A. "Bias-Driven Revision of Logical Domain Theories" J. Artificial Intelligence Research, vol. 1, 1994, p. 159-208.

     

  • Koppel, M.; Segre, A. and Feldman, R. "Getting the Most from a Flawed Theory" 9th International Machine Learning Conference, 1994, p. 139-147.

     

  • Koppel, M.; Segre, A. and Feldman, R. "Getting the Most from a Flawed Theory" (ed.) Proc. Of the 9th International Machine Learning Conference, p. 139-147., 1994.

     

  • Koppel, M.; Feldman, R. and Segre, A. "The Relevance of Bias in the Revision of Approximate Domain Theories" IJCA-93 Workshop on Knowledge Acquisition and Machine Learning, 1993.

     

  • Koppel, M.; Feldman, R. and Segre, A. "Theory Revision Using Noisy Exemplars" 10th Israeli Symposium on Artificial Intelligence, 1993.

     

  • Koppel, M.; Feldman, R. and Segre, A. "The Relevance of Bias in the Revision of Approximate Domain Theories" (ed.) Proc. Of IJCAI-93 Workshop on Knowledge Acquisition and Machine Learning, p. 44-60.Chambery, 1993.

     

  • Koppel, M.; Feldman, R. and Segre, A. "Theory Revision Using Noisy Exemplars" (ed.) Proc. Of the 10th Israeli Symposium on Artificial Intellegence Ramat Gan, 1993.

     

  • Koppel, M. "Hierarchical Inductive Inference Methods" Logique Et Analyse, 1992, p. 285-295.

     

  • Koppel, M.; Feldman, R. and Segre, A. "Probabilistic Revision of Logical Domain Theories" AAAI Spring Symposium on Knowledge Assimilation, 1992.

     

  • Feldman, Ronen, Koppel, Moshe, Segre, A.. "Probabilistic Revision of Logical Domain Theories" (ed.) AAAI Spring Symposium on Knowledge Assimilation, p. 51-61.Stanford, 1992.

     

  • Koppel, M. and Atlan, H. "Program-Length Complexity, Sophistication and Induction" Information Sciences, 1991.

     

  • Koppel, M. "ESBL: An Integrated Method for Learning from Partial Information" Annals of Logic and Artificial Intelligence, 1991, p. 323-343.

     

  • Koppel, M. and Atlan, H. "Les Genes: Programmes Ou Donnes" Les Theories de la Complexite, 1991, p. 188-204.

     

  • Koppel, M.; Atlan, H. and Dupoy, J. "Formalisation de la Conjecture de Von Foerster" Les Theories de la Complexite, 1991, p. 410-421.

     

  • Koppel, M. "Learning to Predict Non-Deterministically Generated Strings" Machine Learning, 1991, p. 85-99.

     

  • Koppel, M. and Atlan, H. "An Almost Machine-Independent Theory of Program-Length Complexity, Sophistication and Induction" Information Sciences, 1991, p. 23-33.

     

  • Koppel, M.; Feldman, R. and Segre, A. "Incremental Refinement of Approximate Domain Theories" 8th International Machine Learning Workshop, 1991.

     

  • Koppel, M.; Feldman, R. and Segre, A. "Refinement of Approximate Rule Bases" World Congress on Expert Systems, 1991.

     

  • Feldman, R.; Segre, A. and Koppel, M. "Refinement of Approximate Rule Bases" (ed.) Proceedings of the World Congress on Expert Systems Orlando, 1991.

     

  • Feldman, R.; Segre, A. and Koppel, M. "Incremental Refinement of Approximate Domain Theories" (ed.) Proceedings of the 8th Intl. Machine Learning Workshop, p. 500-504.Evanston, 1991.

     

  • Koppel, Moshe, Atlan, H., Dupuy, J.. "Formalisation de la Conjecture de Von Foerster" (ed.) Les Theories de la Complexite [in French]Seuil, 1991.

     

  • Koppel, M. and Atlan, H. "The Cellular Computer - DNA: Program or Data" Bull. Math. Biol., 1990, p. 335-348.

     

  • Koppel, M. "Unpredictable Strings Are Collectives" J. Combinatorics, 1989, p. 144-148.

     

  • Koppel, M.; Atlan, H. and Dupuy, JP. "Von Foerster's Conjecture - Trivial Machines and Alienation in Systems" Int. J. Gen. System, vol. 13, 1987, p. 257-264.

     

  • Koppel, M. "Towards a New Theory of Confimation" Isr. J. Math., vol. 50, 1985, p. 207-218.

     

  • M. Koppel: Some decidable diophantine problems, Proc. AMS, Dec. 1979, pp. 319-323.

 

Research

Machine Learning, Theory of Self-organization, Text classification