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Abdur Chowdhury

Papers on DiSC'06


Improving Automatic Query Classification via Semi-supervised Learning,

Surrogate scoring for improved metasearch precision

Predicting query difficulty on the web by learning visual clues

Automatic web query classification using labeled and unlabeled training data

Publications


Note: Links lead to the DBLP on the Web.

Abdur Chowdhury

Otthein Herzog , Hans-Jörg Schek , Norbert Fuhr , Abdur Chowdhury, Wilfried Teiken : Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005 ACM 2005

Steven M. Beitzel , Eric C. Jensen , Ophir Frieder , David D. Lewis , Abdur Chowdhury, Aleksander Kolcz : Improving Automatic Query Classification via Semi-Supervised Learning. ICDM 2005 : 42-49

Aleksander Kolcz , Abdur Chowdhury: Improved Naive Bayes for Extremely Skewed Misclassification Costs. PKDD 2005 : 561-568

Steven M. Beitzel , Eric C. Jensen , Ophir Frieder , David Grossman , David D. Lewis , Abdur Chowdhury, Aleksander Kolcz : Automatic web query classification using labeled and unlabeled training data. SIGIR 2005 : 581-582

Steven M. Beitzel , Eric C. Jensen , Ophir Frieder , Abdur Chowdhury, Greg Pass : Surrogate scoring for improved metasearch precision. SIGIR 2005 : 583-584

Eric C. Jensen , Steven M. Beitzel , David A. Grossman , Ophir Frieder , Abdur Chowdhury: Predicting query difficulty on the web by learning visual clues. SIGIR 2005 : 615-616

Eric C. Jensen , Steven M. Beitzel , Ophir Frieder , Abdur Chowdhury: A framework for determining necessary query set sizes to evaluate web search effectiveness. WWW (Special interest tracks and posters) 2005 : 1176-1177

Aleksander Kolcz , Abdur Chowdhury, Joshua Alspector : The Impact of Feature Selection on Signature-Driven Spam Detection. CEAS 2004

Aleksander Kolcz , Abdur Chowdhury, Joshua Alspector : Improved robustness of signature-based near-replica detection via lexicon randomization. KDD 2004 : 605-610

Steven M. Beitzel , Eric C. Jensen , Abdur Chowdhury, David A. Grossman , Ophir Frieder : Hourly analysis of a very large topically categorized web query log. SIGIR 2004 : 321-328

Steven M. Beitzel , Eric C. Jensen , Abdur Chowdhury, David A. Grossman , Ophir Frieder : Evaluation of filtering current news search results. SIGIR 2004 : 494-495

Steven M. Beitzel , Eric C. Jensen , Abdur Chowdhury, David A. Grossman , Ophir Frieder , Nazli Goharian : Fusion of effective retrieval strategies in the same information retrieval system. JASIST 55 (10): 859-868 (2004)

Steven M. Beitzel , Eric C. Jensen , Abdur Chowdhury, David A. Grossman : Using titles and category names from editor-driven taxonomies for automatic evaluation. CIKM 2003 : 17-23

Abdur Chowdhury, Greg Pass : Operational requirements for scalable search systems. CIKM 2003 : 435-442

Ling Ma , Nazli Goharian , Abdur Chowdhury, Misun Chung : Extracting unstructured data from template generated web documents. CIKM 2003 : 512-515

Steven M. Beitzel , Eric C. Jensen , Abdur Chowdhury, David A. Grossman , Nazli Goharian , Ophir Frieder : Recent Results on Fusion of Effective Retrieval Strategies in the Same Information Retrieval System. Distributed Multimedia Information Retrieval 2003 : 101-111

Wensi Xi , Kush Sidhu , Abdur Chowdhury: Latent Query Stability (IKE 552). IKE 2003 : 17-21

Ophir Frieder , David A. Grossman , Abdur Chowdhury: On Scalable Information Retrieval Systems. NCA 2003 : 241-256

Ling Ma , Nazli Goharian , Abdur Chowdhury: Automatic Data Extraction from Template Generated Web Pages. PDPTA 2003 : 642-648

Steven M. Beitzel , Eric C. Jensen , Abdur Chowdhury, Ophir Frieder , David A. Grossman , Nazli Goharian : Disproving the Fusion Hypothesis: An Analysis of Data Fusion via Effective Information Retrieval Strategies. SAC 2003 : 823-827

Steven M. Beitzel , Eric C. Jensen , Abdur Chowdhury, David A. Grossman , Ophir Frieder : Using manually-built web directories for automatic evaluation of known-item retrieval. SIGIR 2003 : 373-374

Steven M. Beitzel , Eric C. Jensen , Rebecca Cathey , Ling Ma , David A. Grossman , Ophir Frieder , Abdur Chowdhury, Greg Pass , Herman Vandermolen : IIT at TREC 2003, Task Classification and Document Structrure for Known-Item Search. TREC 2003 : 311-320

Abdur Chowdhury, Steven M. Beitzel , Eric C. Jensen : Analysis of Combining Multiple Query Representations with Varying Lengths in a Single Engine. ITCC 2002 : 236-241

Abdur Chowdhury, M. Catherine McCabe , David A. Grossman , Ophir Frieder : Document normalization revisited. SIGIR 2002 : 381-382

Abdur Chowdhury, Ian Soboroff : Automatic evaluation of world wide web search services. SIGIR 2002 : 421-422

Abdur Chowdhury, Mohammed Aljlayl , Eric C. Jensen , Steven M. Beitzel , David A. Grossman , Ophir Frieder : IIT at TREC 2002 Linear Combinations Based on Document Structure and Varied Stemming for Arabic Retrieval. TREC 2002

Abdur Chowdhury, Ophir Frieder , David A. Grossman , M. Catherine McCabe : Collection statistics for fast duplicate document detection. ACM Trans. Inf. Syst. 20 (2): 171-191 (2002)

Abdur Chowdhury, Ophir Frieder , Peng-Jun Wan : On the Design, Development, Deployment, and Network Survivability Analysis of the Dynamic Routing System Protocol. The Journal of Supercomputing 21 (3): 239-256 (2002)

M. Catherine McCabe , Abdur Chowdhury, David A. Grossman , Ophir Frieder : System Fusion for Improving Performance in Information Retrieval Systems. ITCC 2001 : 639-

Abdur Chowdhury, Ophir Frieder , David A. Grossman , M. Catherine McCabe : Analyses of Multiple-Evidence Combinations for Retrieval Strategies. SIGIR 2001 : 394-395

Kazuo Goda , Masaru Kitsuregawa , Takayuki Tamura , Ophir Frieder , Abdur Chowdhury: Query Optimization for Vector Space Problems. SIGIR 2001 : 416-417

Mohammed Aljlayl , Steven M. Beitzel , Eric C. Jensen , Abdur Chowdhury, David O. Holmes , M. Lee , David A. Grossman , Ophir Frieder : IIT at TREC-10. TREC 2001

Abdur Chowdhury, Ophir Frieder , Paul Luse , Peng-Jun Wan : Network Survivability Simulation of a Commercially Deployed Dynamic Routing System Protocol. IPDPS Workshops 2000 : 1281-1285

Dana S. Nau , Michael Ball , John S. Baras , Abdur Chowdhury, Edward Lin , Jeff Meyer , Ravi Rajamani , John Splain , Vinai Trichur : Integrated Product and Process Design of Microwave Modules using AI Planning and Integer Programming. Knowledge Intensive CAD 2000 : 147-158

Nazli Goharian , Tarek A. El-Ghazawi , David A. Grossman , Abdur Chowdhury: On the Enhancements of a Sparse Matrix Information Retrieval Approach. PDPTA 2000

M. Catherine McCabe , Jinho Lee , Abdur Chowdhury, David A. Grossman , Ophir Frieder : On the design and evaluation of a multi-dimensional approach to information retrieval. SIGIR 2000 : 363-365

Abdur Chowdhury, Steven M. Beitzel , Eric C. Jensen , M. Sai-lee , David A. Grossman , Ophir Frieder , M. Catherine McCabe , David O. Holmes : IIT TREC-9 - Entity Based Feedback with Fusion. TREC 2000

Dana S. Nau , Michael Ball , John S. Baras , Abdur Chowdhury, Edward Lin , Jeff Meyer , Ravi Rajamani , John Splain , Vinai Trichur : Generating and evaluating designs and plans for microwave modules. AI EDAM 14 (4): 289-304 (2000)

M. Catherine McCabe , Abdur Chowdhury, David A. Grossman , Ophir Frieder : A Unified Environment for Fusion of Information Retrieval Approaches. CIKM 1999 : 330-334

Abdur Chowdhury, Ophir Frieder : Unnoticeable Jitter in ATM Workstation Configurations. ISHPC 1999 : 234-243

M. Catherine McCabe , David O. Holmes , Kenneth L. Alford , Abdur Chowdhury, David A. Grossman , Ophir Frieder : IIT at TREC-8: Improving Baseline Precision. TREC 1999

Abdur Chowdhury, Ophir Frieder , E. Burger , David A. Grossman , Kia Makki : Dynamic Routing System (DRS): Fault Tolerance in Network Routing. Computer Networks 31 (1-2): 89-99 (1999)

David O. Holmes , David A. Grossman , Ophir Frieder , M. Catherine McCabe , Abdur Chowdhury: Use of Query Concepts and Information Extraction to Improve Information Retrieval Effectiveness. TREC 1998 : 341-350

Abdur Chowdhury, Ophir Frieder , David A. Grossman , E. Burger : DRS: A Fault Tolerant Network Routing System for Mission Critical Distributed Applications. ICCCN 1997 : 106-115

Abdur Chowdhury, Lisa D. Nicklas , Sanjeev Setia , Elizabeth L. White : Supporting Dynamic Space-sharing on Clusters of Non-dedicated Workstations. ICDCS 1997 : 0-

Sanjeev Setia , Abdur Chowdhury, Lisa D. Nicklas , Elizabeth L. White : Supporting Dynamic Reconfiguration of Parallel Applications on Clusters of Non-dedicated Workstations. PPSC 1997

David A. Grossman , Carol Lundquist , John Reichart , David O. Holmes , Abdur Chowdhury, Ophir Frieder : Using Relevance Feedback within the Relational Model for TREC-5. TREC 1996

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