Calculated based on number of publications stored in Pure and citations from Scopus
1990 …2022

Research activity per year

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  • 2016

    Exploiting the Focus of the Document for Enhanced Entities' Sentiment Relevance Detection

    Ben-Ami, Z., Feldman, R. & Rosenfeld, B., 29 Jan 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z.-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1284-1293 10 p. 7395816. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • 2015

    Utilizing text mining on online medical forums to predict label change due to adverse drug reactions

    Feldman, R., Netzer, O., Peretz, A. & Rosenfeld, B., 10 Aug 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1779-1788 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    29 Scopus citations
  • 2014

    Entities' sentiment relevance

    Ben-Ami, Z., Feldman, R. & Rosenfeld, B., 2014, Long Papers. Association for Computational Linguistics (ACL), p. 87-92 6 p. (52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    11 Scopus citations
  • 2011

    Identifying and following expert investors in stock microblogs

    Bar-Haim, R., Dinur, E., Feldman, R., Fresko, M. & Goldstein, G., 2011, EMNLP 2011 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. p. 1310-1319 10 p. (EMNLP 2011 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    93 Scopus citations
  • The stock sonar - Sentiment analysis of stocks based on a hybrid approach

    Feldman, R., Rosenfeld, B., Bar-Haim, R. & Fresko, M., 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 1642-1647 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    73 Scopus citations
  • Unsupervised lexicon acquisition for HPSG-based relation extraction

    Rozenfeld, B. & Feldman, R., 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1890-1895 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • 2008

    Using text mining to analyze user forums

    Feldman, R., Fresko, M., Goldenberg, J., Netzer, O. & Ungar, L., 2008, 5th International Conference Service Systems and Service Management - Exploring Service Dynamics with Science and Innovative Technology, ICSSSM'08. 4598504. (5th International Conference Service Systems and Service Management - Exploring Service Dynamics with Science and Innovative Technology, ICSSSM'08).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    14 Scopus citations
  • 2007

    Extracting product comparisons from discussion boards

    Feldman, R., Fresko, M., Goldenberg, J., Netzer, O. & Ungar, L., 2007, Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. p. 469-474 6 p. 4470275. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    67 Scopus citations
  • Using corpus statistics on entities to improve semi-supervised relation extraction from the Web

    Rosenfeld, B. & Feldman, R., 2007, ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics. p. 600-607 8 p. (ACL 2007 - Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    43 Scopus citations
  • Visual query and exploration system for temporal relational database

    Michael, S. B. & Feldman, R., 2007, Advances in Data Mining: Theoretical Aspects and Applications - 7th Industrial Conference, ICDM 2007, Proceedings. Springer Verlag, p. 283-295 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4597 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2006

    A systematic cross-comparison of sequence classifiers

    Rozenfeld, B., Feldman, R. & Fresko, M., 2006, Proceedings of the Sixth SIAM International Conference on Data Mining. Society for Industrial and Applied Mathematics, p. 564-568 5 p. (Proceedings of the Sixth SIAM International Conference on Data Mining; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Boosting unsupervised relation extraction by using NER

    Feldman, R. & Rosenfeld, B., 2006, COLING/ACL 2006 - EMNLP 2006: 2006 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 473-481 9 p. (COLING/ACL 2006 - EMNLP 2006: 2006 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    18 Scopus citations
  • High-performance unsupervised relation extraction from large corpora

    Rozenfeld, B. & Feldman, R., 2006, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. p. 1032-1037 6 p. 4053148. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    24 Scopus citations
  • Self-supervised relation extraction from the web

    Feldman, R., Rosenfled, B., Soderland, S. & Etzioni, O., 2006, Foundations of Intelligent Systems - 16th International Symposium, ISMIS 2006, Proceedings. Springer Verlag, p. 755-764 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4203 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • 2005

    A hybrid approach to NER by MEMM and manual rules

    Fresko, M., Rosenfeld, B. & Feldman, R., 2005, CIKM'05 - Proceedings of the 14th ACM International Conference on Information and Knowledge Management. p. 361-362 2 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    27 Scopus citations
  • A systematic comparison of feature-rich probabilistic classifiers for NER tasks

    Rosenfeld, B., Fresko, M. & Feldman, R., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 217-227 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3721 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Hybrid semantic tagging for information extraction

    Feldman, R., Rosenfeld, B., Fresko, M. & Davison, B. D., 2005, 14th International World Wide Web Conference, WWW2005. p. 1022-1023 2 p. (14th International World Wide Web Conference, WWW2005).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    2 Scopus citations
  • 2002

    A comparative study of information extraction strategies

    Feldman, R., Aumann, Y., Finkelstein-Landau, M., Hurvitz, E., Regev, Y. & Yaroshevich, A., 2002, Computational Linguistics and Intelligent Text Processing - 3rd International Conference, CICLing 2002, Proceedings. Gelbukh, A. (ed.). Springer Verlag, p. 349-359 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2276).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    23 Scopus citations
  • 2000

    A framework for specifying explicit bias for revision of approximate information extraction rules

    Feldman, R., Liberzon, Y., Rosenfeld, B., Schler, J. & Stoppi, J., 2000, Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Ramakrishnan, R., Stolfo, S., Bayardo, R. & Parsa, I. (eds.). Association for Computing Machinery (ACM), p. 189-197 9 p. (Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    7 Scopus citations
  • 1999

    Circle graphs: New visualization tools for text-mining

    Aumann, Y., Feldman, R., Yehuda, Y. B., Landau, D., Liphstat, O. & Schler, Y., 1999, Principles of Data Mining and Knowledge Discovery - 3d European Conference, PKDD 1999, Proceedings. Żytkow, J. M. & Rauch, J. (eds.). Springer Verlag, p. 277-282 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1704).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    12 Scopus citations
  • Text mining via information extraction

    Feldman, R., Aumann, Y., Fresko, M., Liphstat, O., Rosenfeld, B. & Schler, Y., 1999, Principles of Data Mining and Knowledge Discovery - 3d European Conference, PKDD 1999, Proceedings. Żytkow, J. M. & Rauch, J. (eds.). Springer Verlag, p. 165-173 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1704).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    12 Scopus citations
  • Tutorial 4. Mining unstructured data

    Feldman, R., 1 Aug 1999, Tutorial Notes of the 5th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 1999. Han, J. (ed.). Association for Computing Machinery, p. 182-236 55 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129196).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    5 Scopus citations
  • 1998

    Practical text mining

    Feldman, R., 1998, Principles of Data Mining and Knowledge Discovery - 2nd European Symposium, PKDD 1998, Proceedings. Zytkow, J. M. & Quafafou, M. (eds.). Springer Verlag, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1510).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • Text mining at the term level

    Feldman, R., Gresko, M., Kinar, Y., Lindell, Y., Liphstat, O., Rajman, M., Schler, Y. & Zamir, O., 1998, Principles of Data Mining and Knowledge Discovery - 2nd European Symposium, PKDD 1998, Proceedings. Zytkow, J. M. & Quafafou, M. (eds.). Springer Verlag, p. 65-73 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1510).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    87 Scopus citations
  • Textvis: An integrated visual environment for text mining

    Landau, D., Feldman, R., Aumann, Y., Fresko, M., Lindell, Y., Lipshtat, O. & Zamir, O., 1998, Principles of Data Mining and Knowledge Discovery - 2nd European Symposium, PKDD 1998, Proceedings. Zytkow, J. M. & Quafafou, M. (eds.). Springer Verlag, p. 56-64 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1510).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • Trend graphs: Visualizing the evolution of concept relationships in large document collections

    Feldman, R., Aumann, Y., Zilberstein, A. & Ben-Yehuda, Y., 1998, Principles of Data Mining and Knowledge Discovery - 2nd European Symposium, PKDD 1998, Proceedings. Zytkow, J. M. & Quafafou, M. (eds.). Springer Verlag, p. 38-46 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1510).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    16 Scopus citations
  • 1997

    A new and versatile method for association generation

    Amir, A., Feldman, R. & Kashi, R., 1997, Principles of Data Mining and Knowledge Discovery - 1st European Symposium, PKDD 1997, Proceedings. Komorowski, J. & Zytkow, J. (eds.). Springer Verlag, p. 221-231 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1263).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    8 Scopus citations
  • Document explorer: Discovering knowledge in document collections

    Feldman, R., Kiösgen, W. & Zilberstein, A., 1997, Foundations of Intelligent Systems - 10th International Symposium, ISMIS 1997, Proceedings. Ras, Z. W. & Skowron, A. (eds.). Springer Verlag, p. 137-146 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1325).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    3 Scopus citations
  • Maximal Association Rules: a New Tool for Mining for Keyword cooccurrences in Document Collections

    Feldman, R., Aumann, Y., Amir, A., Zilberstein, A. & Kloesgen, W., 1997, Proceedings - 3rd International Conference on Knowledge Discovery and Data Mining, KDD 1997. Heckerman, D., Mannila, H., Pregibon, D. & Uthurusamy, R. (eds.). AAAI Press, p. 167-170 4 p. (Proceedings - 3rd International Conference on Knowledge Discovery and Data Mining, KDD 1997).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    42 Scopus citations
  • Pattern based browsing in document collections

    Feldman, R., Klösgen, W., Ben-Yehuda, Y., Kedar, G. & Reznikov, V., 1997, Principles of Data Mining and Knowledge Discovery - 1st European Symposium, PKDD 1997, Proceedings. Komorowski, J. & Zytkow, J. (eds.). Springer Verlag, p. 112-122 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1263).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    4 Scopus citations
  • Visualization Techniques to Explore Data Mining Results for Document Collections

    Feldman, R., Klösgen, W. & Zilberstein, A., 1997, Proceedings - 3rd International Conference on Knowledge Discovery and Data Mining, KDD 1997. Heckerman, D., Mannila, H., Pregibon, D. & Uthurusamy, R. (eds.). AAAI Press, p. 16-23 8 p. (Proceedings - 3rd International Conference on Knowledge Discovery and Data Mining, KDD 1997).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    25 Scopus citations
  • 1996

    Mining Associations in Text in the Presence of Background Knowledge

    Feldman, R. & Hirsh, H., 1996, Proceedings - 2nd International Conference on Knowledge Discovery and Data Mining, KDD 1996. Simoudis, E., Han, J. & Fayyad, U. M. (eds.). AAAI Press, p. 343-346 4 p. (Proceedings - 2nd International Conference on Knowledge Discovery and Data Mining, KDD 1996).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    75 Scopus citations
  • 1995

    Knowledge Discovery in Textual Databases (KDT)

    Feldman, R. & Dagan, I., 1995, KDD 1995 - Proceedings of the 1st International Conference on Knowledge Discovery and Data Mining. Fayyad, U. M. & Uthurusamy, R. (eds.). AAAI Press, p. 112-117 6 p. (KDD 1995 - Proceedings of the 1st International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    365 Scopus citations
  • 1994

    Getting the Most from Flawed Theories

    Koppel, M., Segre, A. M. & Feldman, R., 1994, Proceedings of the 11th International Conference on Machine Learning, ICML 1994. Cohen, W. W. & Hirsh, H. (eds.). Morgan Kaufmann Publishers, Inc., p. 139-147 9 p. (Proceedings of the 11th International Conference on Machine Learning, ICML 1994).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • 1991

    Incremental Refinement of Approximate Domain Theories

    Feldman, R., Segre, A. & Koppel, M., 1991, Proceedings of the 8th International Workshop on Machine Learning, ICML 1991. Birnbaum, L. A. & Collins, G. C. (eds.). Morgan Kaufmann Publishers, Inc., p. 500-504 5 p. (Proceedings of the 8th International Workshop on Machine Learning, ICML 1991).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    4 Scopus citations
  • 1990

    Example-guided optimization of recursive domain theories

    Feldman, R. & Subramanian, D., Feb 1990, Proceedings of the Conference on Artificial Intelligence Applications. Publ by IEEE, p. 240-244 5 p. (Proceedings of the Conference on Artificial Intelligence Applications).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • The Utility of EBL in Recursive Domain Theories

    Subramanian, D. & Feldman, R., 1990, Proceedings of the 8th National Conference on Artificial Intelligence, AAAI 1990. AAAI Press, p. 942-949 8 p. (Proceedings of the 8th National Conference on Artificial Intelligence, AAAI 1990).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    18 Scopus citations
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