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Taksa, Isak, Sarah Zelikovitz and Amanda Spink. "Non-Topical Classification of Query Logs Using Background Knowledge." In Machine Learning Techniques for Adaptive Multimedia Retrieval: Technologies Applications and Perspectives, ed. Chia-Hung Wei and Yue Li, Pages 194-212 (2011) Susan P Imberman, Irene Ludwig, and Sarah
Zelikovitz, Using Decision Trees To Find Patterns in a Clinical Ophthalmology
Dataset, in Proceedings of the Twenty Fourth International FLAIRS Conference,
Pages 95-96 (2011) Sarah Zelikovitz, Herbert Schanker, Donna Scimeca, Partners in Science Education: an Undergraduate Experience, Seventh International Conference on Information Technology pp.466-470, http://www.computer.org/portal/web/csdl/doi/10.1109/ITNG.2010.34(2010) Deborah Sturm and Sarah Zelikovitz,
Integrating Research Projects in CS1, Journal
of Computing Sciences in Colleges, Volume 25, Issue 6, Pages 55-59 (2010) http://portal.acm.org/citation.cfm?id=1791140
Herbert Schanker, Deborah Sturm, and Sarah Zelikovitz, The Science of Computing: Concepts and Current Technologies, Proceedings of the 2009 International Conference of ITNG, Pages 963-968, http://portal.acm.org/citation.cfm?id=1588924 IEEE Computer Society (2009) |
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Isak Taksa, Sarah Zelikovitz, and Amanda Spink, Machine learning approach to search query classification, Chapter XVI in Handbook of Web Log Analysis, Pages 329-344, IGI Publications, (2009), http://new.igi-global.com/Bookstore/TitleDetails.aspx?TitleId=520&DetailsType=Preface Susan Imberman and Sarah Zelikovitz, Robotics As A Component Of A General Education Course (Using AI to Motivate Greater Participation in Computer Science, Proceedings of the 2008 AAAI Spring Symposium), Pages 50-54 AAAI Press (2008) |
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Isak Taksa,
Sarah Zelikovitz, and Amanda Spink, Using Web
Search Logs to Identify Query Classification Terms, International
Journal of Web Information Systems, Volume 3 Issue 4 Pages 315-327 (2007) |
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Susan Imberman, Roberta Klibaner, and Sarah Zelikovitz, Student Feedback on Robotics in CS1 Robots and Robot Venues: Resources for AI Education, Proceedings of the 2007 AAAI Spring Symposium), Pages 65-68, AAAI Press (2007) |
Isak Taksa, Sarah Zelikovitz, Amanda Spink: Using Web Search Logs to Identify Query Classification Terms, Fourth International Conference on Information Technology: New Generations, Pages 469-474 (2007), http://portal.acm.org/citation.cfm?id=1262320
Sarah Zelikovitz, William W.
Cohen, and Haym Hirsh, Extending WHIRL with Background Knowledge for Improved
Text Classification, Information Retrieval
Volume 10, Number 1 / January, 2007 Pages 35-67 (2007)
(Online
version is available at: http://dx.doi.org/10.1007/s10791-006-9004-6)
Sarah Zelikovitz and Marina Kogan, Using Web Searches on Important Words to Create Background Sets for LSI Classification, Proceedings of the 19th International FLAIRS Conference, Pages 598-603 (2006)
Sarah Zelikovitz and Haym Hirsh, Improving Text Classification Using EM with Background Text, Proceedings of the 18th International FLAIRS Conference, Pages 499-505 (2005)
Sarah Zelikovitz and Finella Marquez, Evaluation of Background Knowledge for Latent Semantic Indexing Classification. FLAIRS Conference 2005: Pages 868-870 (2005)
Sarah Zelikovitz and Finella Marquez, Transductive Learning for Short-Text Classification Problems using Latent Semantic Indexing, International Journal of Pattern Recognition and Artificial Intelligence, Volume 19, Number 2, Pages 143-163, World Scientific Publishing Co., 2005 (draft copy available upon request)
Sarah
Zelikovitz and Robert Hafner, Automatic
Generation of Background Knowledge to Aid Classification Proceedings of the
17th International FLAIRS Conference (2004)
Sarah
Zelikovitz, Transductive LSI for Short Text Classification Problems Proceedings of the
17th International FLAIRS Conference (2004)
Sarah
Zelikovitz and Haym Hirsh, Integrating Background Knowledge with Text
Classifiers Proceedings of the International Joint Conference
of Artificial Intelligence (2003)
Sarah
Zelikovitz, Mining for Features to Improve
Classification Proceedings of Machine Learning, Models,
Technologies and Applications (MLMTA) (2003)
Sarah Zelikovitz and Haym Hirsh, Integrating Background Knowledge into Nearest Neighbor Text Classification Proceedings of the Sixth European Conference on Case Based Reasoning (ECCBR)(2002)
Sarah Zelikovitz and Haym Hirsh, Using LSI
for Text Classification in the Presence of Background Text Proceedings for
the Conference on Information and Knowledge Management (CIKM)(2001)
Sarah Zelikovitz and Haym Hirsh, Improving Text Classification with LSI Using Background Knowledge IJCAI01 Workshop Notes on Text Learning: Beyond Supervision (2001)
Sarah Zelikovitz and Haym Hirsh, Improving
Short Text Classification Using Unlabeled Background Knowledge In
Proceedings of the Seventeenth International Conference on Machine
Learning(ICML)(
2000)