Dan Pelleg's Publications

PDE and clustering work

• Ari Freund and Dan Pelleg and Yossi Richter: Clustering from Constraint Graphs. In SDM-2008. PDF.
• Dan Pelleg and Dorit Baras: K-means with large and noisy constraint sets. In ECML-2007. PDF (extended version).
• Dan Pelleg and Andrew Moore: Dependency Trees in Sub-linear Time and Bounded Memory , VLDBJ, 2006. PDF.
• Dan Pelleg and Andrew Moore: Active Learning for Anomaly and Rare-Category Detection NIPS-2004. PDF or Postscript.
• Dan Pelleg: Scalable and Practical Probability Density Estimators for Scientific Anomaly Detection Ph.D. thesis.
• Dan Pelleg and Andrew Moore: Using Tarjan's Red Rule for Fast Dependency Tree Construction NIPS-2002. PDF or Postscript.
• Dan Pelleg and Andrew Moore: Mixtures of Rectangles: Interpretable Soft Clustering ICML-2001. 133KB compressed Postscript.
• Dan Pelleg and Andrew Moore: X-means: Extending K-means with Efficient Estimation of the Number of Clusters. In ICML-2000. PDF or compressed postscript.
• Dan Pelleg and Andrew Moore: Accelerating Exact k-means Algorithms with Geometric Reasoning. In KDD-99. Extended version in PDF or Postscript.

Web-search and IR work

• Yishai Ofran and Ora Paltiel and Dan Pelleg and Jacob M. Rowe and Elad Yom-Tov: Patterns of Information-Seeking for Cancer on the Internet: An Analysis of Real World Data. In PLoS ONE.
• Dan Pelleg, Elad Yom-Tov, Yoelle Maarak: Can you believe an anonymous contributor? On truthfulness in Yahoo! Answers. In SocialCom 2012.
• Gideon Dror, Dan Pelleg, Oleg Rokhlenko, Idan Szpektor: Churn prediction in new users of Yahoo! answers. In CQA (WWW 2012 workshop).
• Qiaoling Liu, Eugene Agichtein, Gideon Dror, Evgeniy Gabrilovich, Yoelle Maarek, Dan Pelleg, and Idan Szpektor: Predicting Web Searcher Satisfaction with Existing Community-based Answers. In SIGIR 2011.
• Elad Yom-Tov, David Carmel, Adam Darlow, and Dan Pelleg: What makes a query difficult?. In SIGIR 2006.
• Ron Fagin, Yoelle Maarek, Israel Ben-Shaul, and Dan Pelleg: Ephemeral document clustering for web applications. IBM Research Report RJ 10186, April 2000. Postscript
• Israel Ben-Shaul, Michael Herscovici, Michal Jacovi, Yoelle S. Maarek, Dan Pelleg, Menachem Shtalhaim, Vladimir Soroka, Sigalit Ur: Adding support for Dynamic and Focused Search with Fetuccino. In WWW8. The paper in HTML
• Michael Herscovici, Michal Jacovi, Yoelle Maarek, Dan Pelleg, Menachem Shtalhaim, and Sigalit Ur: The shark-search algorithm --- an application: Tailored web site mapping. In: Computer Networks and ISDN Systems (30) 1-7 (1998) pp. 317-326. Available from Elsevier. The full paper in HTML, as appeared in WWW7.

Computational biology work

• Dan Pelleg: Algorithms for Constructing Phylogenies from Quartets, M.Sc. thesis, 1998. 104KB compressed postscript
• Amir Ben-Dor, Benny Chor, Dan Graur, Ron Ophir, and Dan Pelleg: From four-taxon trees to phylogenies: The case of mammalian evolution. In RECOMB98. Extended version: JCB, 1998, 5(3), pp. 377-390. 80KB compressed postscript
• Amir Ben-Dor, Benny Chor, and Dan Pelleg: RHO - Radiation Hybrid Ordering. Genome Research, 10(3), March 2000.

Other

• Arun Hampapur and H. Cao and Andrew J. Davenport and W. S. Dong and Don Fenhagen and Rogério Schmidt Feris and Germán S. Goldszmidt and Z. B. Jiang and Jayant Kalagnanam and Tarun Kumar and H. Li and Xuan Liu and Shilpa Mahatma and Sharath Pankanti and D. Pelleg and W. Sun and M. Taylor and C. H. Tian and Segev Wasserkrug and L. Xie and Mujib Lodhi and C. Kiely and K. Butturff and L. Desjardins: Analytics-driven asset management. In IBM Journal of Research and Development, 2011, volume 55, issue 1.
• Einat Kermany, Yehuda Naveh, Pnina Vortman, and Dan Pelleg: Water Analytics. In ORSIS 2011 - Conference of the Operations Research Society of Israel.
• Amir Ronen and Dan Pelleg and Eran Raichstein and Avichai Giat: Using Machine Learning Techniques to Enhance the Performance of an Automatic Backup and Recovery System. in SYSTOR 2010. PDF, also as an IBM Technical Report.
• Muli Ben-Yehuda and David Breitgand and Michael Factor and Hillel Kolodner and Dan Pelleg and Valentin Kravtsov: NAP: Black-box Network Analysis for Remediating Performance Bottlenecks. In ICAC 2009. PDF.
• Dan Pelleg and Muli Ben-Yehuda and Paula Ta-Shma and Naama Parush Shear-Yashuv: Out of band Detection of Boot-Sequence Termination Events. In ICAC 2009. PDF, also as an IBM Technical Report.
• Yoram Adler and Eitan Farchi and Moshe Klausner and Dan Pelleg and Orna Raz and Moran Shochat and Shmuel Ur and Aviad Zlotnick: Advanced Code Coverage Analysis Using Substring Holes In ISSTA 2009. PDF.
• Yoram Adler and Eitan Farchi and Moshe Klausner and Dan Pelleg and Orna Raz and Moran Shochat and Shmuel Ur and Aviad Zlotnick: Automated Substring Holes Analysis In ICSE-2009 NIER track PDF.
• Dan Pelleg and Muli Ben-Yehuda and Rick Harper and Lisa Spainhower and Tokunbo Adeshiyan: Vigilant: out-of-band detection of failures in virtual machines. In ACM SIGOPS Operating Systems Review, 2008. PDF.
• Lightweight FTP jail with NAT, In the Daemon New's e-zine.
• Mounting Compact Flash under FreeBSD, In the Daemon New's e-zine.
• Installing MATLAB, In the FreeBSD handbook.