Javed A. Aslam
Publications, Chronological
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Inferring Document Relevance from Incomplete Information
In Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management (CIKM), pages 633-642. November 2007.
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Evaluation of Phrasal Query Suggestions
In Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management (CIKM), pages 841-848. November 2007.
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Million Query Track 2007 Overview
In The Sixteenth Text REtrieval Conference Proceedings (TREC 2007). National Institute of Standards and Technology, November 2007. NIST Special Publication SP 500-274.
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Derivation of the Tumor Position from External Respiratory Surrogates with Periodical Updating of the Internal/External Correlation
Physics in Medicine and Biology, 52:5443-5456, September 2007.
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The Hedge Algorithm for Metasearch at TREC 2006
In The Fifteenth Text REtrieval Conference Proceedings (TREC 2006). National Institute of Standards and Technology, September 2007. NIST Special Publication SP 500-272.
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On Estimating the Size and Confidence of a Statistical Audit
In Proceedings of the 2007 USENIX/ACCURATE Electronic Voting Technology Workshop (EVT). August 2007.
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Estimating Average Precision When Judgments are Incomplete
Knowledge and Information Systems, August 2007.
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Query Hardness Estimation Using Jensen-Shannon Divergence Among Multiple Scoring Functions
In Advances in Information Retrieval: 29th European Conference on IR Research (ECIR), pages 198-209. Lecture Notes in Computer Science, Vol. 4425. Springer-Verlag, April 2007.
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Semi-supervised Data Organization for Interactive Anomaly Analysis
In Proceedings of the Fifth International Conference on Machine Learning and Applications (ICMLA), pages 55-62. IEEE Computer Society Press, December 2006.
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Estimating Average Precision with Incomplete and Imperfect Judgments
In Proceedings of the Fifteenth ACM International Conference on Information and Knowledge Management (CIKM), pages 102-111. ACM Press, November 2006.
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A Statistical Method for System Evaluation Using Incomplete Judgments
In Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 541-548. ACM Press, August 2006.
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Inferring Document Relevance via Average Precision
In Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 601-602. ACM Press, August 2006.
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Derivation of the Tumor Position From External Respiratory Surrogates with Periodical Updating of External/Internal Correlation [abstract]
Medical Physics, 33(6):2232-2233, June 2006. Presented at the 48th Annual Meeting of the American Association of Physicists in Medicine (AAPM 2006).
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The Star Clustering Algorithm for Information Organization
In Grouping Multidimensional Data: Recent Advances in Clustering, pages 1-23. Springer, January 2006.
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A Geometric Interpretation and Analysis of R-precision
In Proceedings of the Fourteenth ACM International Conference on Information and Knowledge Management (CIKM), pages 664-671. ACM Press, October 2005.
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The Kerf Toolkit for Intrusion Analysis
IAnewsletter, 8(2):12-16, Summer 2005.
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The Maximum Entropy Method for Analyzing Retrieval Measures
In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 27-34. ACM Press, August 2005.
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A Geometric Interpretation of R-precision and Its Correlation with Average Precision
In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 573-574. ACM Press, August 2005.
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Measure-based Metasearch
In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 571-572. ACM Press, August 2005.
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A Sampling Technique for Efficiently Estimating Measures of Query Retrieval Performance Using Incomplete Judgments
In Proceedings of the 22nd ICML Workshop on Learning with Partially Classified Training Data, pages 57-66. August 2005.
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Persistent Queries over Dynamic Text Streams
International Journal of Electronic Business, 3(3/4):288-299, 2005.
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The Kerf Toolkit for Intrusion Analysis
IEEE Security & Privacy, 2(6):42-52, November-December 2004.
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The Star Clustering Algorithm for Static and Dynamic Information Organization
Journal of Graph Algorithms and Applications, 8(1):95-129, 2004.
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Kerf: Machine Learning to Aid Intrusion Analysts
In Proceedings of the 13th USENIX Security Symposium. August 2004. Work-in-progress report.
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A Lifetime-Optimizing Approach to Routing Messages in Ad-hoc Networks
In Ad Hoc Wireless Networking, pages 1-43. Networking Theory and Applications, Vol. 14. Kluwer Academic Publishers, December 2003.
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Tracking a Moving Object with a Binary Sensor Network
In Proceedings of the First International Conference on Embedded Networked Sensor Systems (SenSys), pages 150-161. ACM Press, November 2003.
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A Unified Model for Metasearch, Pooling, and System Evaluation
In Proceedings of the Twelfth International Conference on Information and Knowledge Management (CIKM), pages 484-491. ACM Press, November 2003.
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A Unified Model for Metasearch and the Efficient Evaluation of Retrieval Systems via the Hedge Algorithm
In Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 393-394. ACM Press, July 2003.
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On the Effectiveness of Evaluating Retrieval Systems in the Absence of Relevance Judgments
In Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 361-362. ACM Press, July 2003.
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An Information-theoretic Measure for Document Similarity
In Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 449-450. ACM Press, July 2003.
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The fMRI Data Center: A Progress Report [abstract]
NeuroImage, 19(2), June 2003. Presented at the 9th International Conference on Functional Mapping of the Human Brain, June 19-22, 2003, New York, NY. Available on CD-ROM.
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The Kerf Toolkit for Intrusion Analysis
In Proceedings of the 2003 IEEE Workshop on Information Assurance, pages 301-302. IEEE Computer Society Press, June 2003.
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Challenges in Information Retrieval and Language Modeling
ACM SIGIR Forum, 37(1):31-47, Spring 2003. ACM Press.
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Three Power-aware Routing Algorithms for Sensor Networks
Wireless Communications and Mobile Computing, 3(2):187-208, March 2003.
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Distributed Energy-conserving Routing Protocols
In Proceedings of the Thirty-Sixth Annual Hawaii International Conference on System Sciences (HICSS). IEEE Computer Society Press, January 2003.
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Condorcet Fusion for Improved Retrieval
In Proceedings of the Eleventh International Conference on Information and Knowledge Management (CIKM), pages 538-548. ACM Press, November 2002.
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The fMRI Data Center: Software Tools for Neuroimaging Data Management, Inspection, and Sharing
In Neuroscience Databases: A Practical Guide, pages 221-236. Kluwer Academic Publishers, September 2002.
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Statistical Time Course Feature Vectors for Use in Rapid Assessment and Clustering [abstract]
NeuroImage, 16(2), June 2002. Presented at the 8th International Conference on Functional Mapping of the Human Brain, June 2-6, 2002, Sendai, Japan. Available on CD-ROM.
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Relevance Score Normalization for Metasearch
In Proceedings of the Tenth International Conference on Information and Knowledge Management (CIKM), pages 427-433. ACM Press, November 2001.
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Models for Metasearch
In Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 276-284. ACM Press, September 2001.
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Metasearch Consistency
In Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 386-387. ACM Press, September 2001.
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The Functional Magnetic Resonance Imaging Data Center (fMRIDC): The Challenges and Rewards of Large-scale Databasing of Neuroimaging Studies
Philosophical Transactions of the Royal Society of London B, 356:1323-1339, August 2001.
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Online Power-aware Routing in Wireless Ad-hoc Networks
In Proceedings of the Seventh Annual International Conference on Mobile Computing and Networking (MOBICOM), pages 97-107. ACM Press, July 2001.
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The fMRI Data Center: An Introduction [abstract]
NeuroImage, 13(6):S135, June 2001. Presented at the 7th International Conference on Functional Mapping of the Human Brain, June 10-14, 2001, Brighton, UK. Available on CD-ROM.
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Using Mobile Agents for Analyzing Intrusion in Computer Networks
In The 7th ECOOP Workshop on Mobile Object Systems. June 2001.
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Hierarchical Power-aware Routing in Sensor Networks
In The DIMACS Workshop on Pervasive Networking. May 2001.
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Clustering Data without Prior Knowledge
In Algorithm Engineering: 4th International Workshop (WAE 2000), pages 74-86. Lecture Notes in Computer Science, Vol. 1982. Springer, 2001.
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A National Data Center for the Storage and Retrieval of Neuroimaging Data
Society for Neuroscience Abstracts, 26(2):2235, 2000.
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Using Star Clusters for Filtering
In Proceedings of the Ninth International Conference on Information Knowledge Management (CIKM), pages 306-313. ACM Press, November 2000.
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Improving Algorithms for Boosting
In Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT), pages 200-207. Morgan Kaufmann, July 2000.
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Information Organization Algorithms
In Proceedings of the International Conference on Advances in Infrastructure for Electronic Business, Science, and Education on the Internet (SSGRR). July 2000.
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Bayes Optimal Metasearch: A Probabilistic Model for Combining the Results of Multiple Retrieval Systems
In Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 379-381. ACM Press, July 2000.
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Scalable Information Organization
In Proceedings of the Conference on Content-Based Multimedia Information Access (RIAO), pages 1033-1042. C.I.D.-C.A.S.I.S., Paris, France. April 2000.
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Improved Bicriteria Existence Theorems for Scheduling
In Proceedings of the Tenth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pages S846-S847. ACM SIAM, January 1999.
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A Practical Clustering Algorithm for Static and Dynamic Information Organization
In Proceedings of the Tenth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA), pages 51-60. ACM SIAM, January 1999.
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Static and Dynamic Information Organization with Star Clusters
In Proceedings of the Seventh International Conference on Information and Knowledge Management (CIKM), pages 208-217. ACM Press, November 1998.
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Generating, Visualizing and Evaluating High-Quality Clusters for Information Organization
In Principles of Digital Document Processing: 4th International Workshop (PODDP), pages 53-69. Lecture Notes in Computer Science, Vol. 1481. Springer, 1998.
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Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance
Journal of Computer and System Sciences, 56(2):191-208, April 1998.
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General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting
Information and Computation, 141(2):85-118, March 1998.
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Using High-Quality Clusters for Summarizing and Visualizing Large Document Collections
In The 1997 SIGIR Workshop on Summarization and Visualization for IR: Reducing the Information Overload. July 1997.
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On the Sample Complexity of Noise-Tolerant Learning
Information Processing Letters, 57(4):189-195, 1996.
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Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance
In Proceedings of the Eighth Annual ACM Workshop on Computational Learning Theory (COLT), pages 437-446. ACM Press, July 1995.
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Noise Tolerant Algorithms for Learning and Searching
Laboratory for Computer Science, MIT, Technical Report MIT/LCS/TR-657, February 1995. PhD thesis.
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Improved Noise-Tolerant Learning and Generalized Statistical Queries
Center for Research in Computing Technology, Division of Applied Sciences, Harvard University, Technical Report TR-17-94, July 1994.
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General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting
In Proceedings of the 34th Annual Symposium on Foundations of Computer Science (FOCS), pages 282-291. IEEE Computer Society Press, November 1993.
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On-line Algorithms for 2-Coloring Hypergraphs via Chip Games
Theoretical Computer Science, 112(2):355-369, May 1993.
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Searching in the Presence of Linearly Bounded Errors
In Proceedings of the Twenty-Third Annual ACM Symposium on Theory of Computing (STOC), pages 486-493. ACM Press, May 1991.
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Inferring Graphs from Walks
In Proceedings of the Third Annual Workshop on Computational Learning Theory (COLT), pages 359-370. Morgan Kaufmann, August 1990.