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Byron Dom

Papers on DiSC'04


Document Preprocessing For Naive Bayes Classification and Clustering with Mixture of Multinomials

Document Preprocessing For Naive Bayes Classification and Clustering with Mixture of Multinomials

Publications


Note: Links lead to the DBLP on the Web.

Byron Dom

Dmitry Pavlov , Ramnath Balasubramanyan , Byron Dom, Shyam Kapur , Jignashu Parikh : Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. KDD 2004 : 829-834

Christopher S. Campbell , Paul P. Maglio , Alex Cozzi , Byron Dom: Expertise identification using email communications. CIKM 2003 : 528-531

Byron Dom, Iris Eiron , Alex Cozzi , Yi Zhang : Graph-based ranking algorithms for e-mail expertise analysis. DMKD 2003 : 42-48

Byron Dom: An Information-Theoretic External Cluster-Validity Measure. UAI 2002 : 137-145

Gal Ashour , Byron Dom, John Golden , Jan Pieper , Savitha Srinivasan , Dick C. A. Bulterman : Who is SMILing on the Web? WWW Posters 2001

Jan Pieper , Savitha Srinivasan , Byron Dom: Streaming-Media Knowledge Discovery. IEEE Computer 34 (9): 68-74 (2001)

Shivakumar Vaithyanathan , Byron Dom: Hierarchical Unsupervised Learning. ICML 2000 : 1039-1046

Byron Dom: Pattern Recognition Meets the World Wide Web. ICPR 2000 : 2052-2059

Dmitry Pavlov , Jianchang Mao , Byron Dom: Scaling-Up Support Vector Machines Using Boosting Algorithm. ICPR 2000 : 2219-2222

Shivakumar Vaithyanathan , Jianchang Mao , Byron Dom: Hierarchical Bayes for Text Classification. PRICAI Workshop on Text and Web Mining 2000 : 36-43

Shivakumar Vaithyanathan , Byron Dom: Model-Based Hierarchical Clustering. UAI 2000 : 599-608

Shivakumar Vaithyanathan , Byron Dom: Model Selection in Unsupervised Learning with Applications To Document Clustering. ICML 1999 : 433-443

Shivakumar Vaithyanathan , Byron Dom: Generalized Model Selection for Unsupervised Learning in High Dimensions. NIPS 1999 : 970-976

Soumen Chakrabarti , Martin van den Berg , Byron Dom: Distributed Hypertext Resource Discovery Through Examples. VLDB 1999 : 375-386

Soumen Chakrabarti , Byron Dom, David Gibson , Ravi Kumar , Prabhakar Raghavan , Sridhar Rajagopalan , Andrew Tomkins : Topic Distillation and Spectral Filtering. Artif. Intell. Rev. 13 (5-6): 409-435 (1999)

Soumen Chakrabarti , Martin van den Berg , Byron Dom: Focused Crawling: A New Approach to Topic-Specific Web Resource Discovery. Computer Networks 31 (11-16): 1623-1640 (1999)

Soumen Chakrabarti , Byron Dom, Ravi Kumar , Prabhakar Raghavan , Sridhar Rajagopalan , Andrew Tomkins , David Gibson , Jon M. Kleinberg : Mining the Web's Link Structure. IEEE Computer 32 (8): 60-67 (1999)

Soumen Chakrabarti , Byron Dom, Piotr Indyk : Enhanced Hypertext Categorization Using Hyperlinks. SIGMOD Conference 1998 : 307-318

Wayne Niblack , Xiaoming Zhu , James L. Hafner , Tom Breuel , Dulce B. Ponceleon , Dragutin Petkovic , Myron Flickner , Eli Upfal , Sigfredo I. Nin , Sanghoon Sull , Byron Dom, Boon-Lock Yeo , Savitha Srinivasan , Dan Zivkovic , Mike Penner : Updates to the QBIC System. Storage and Retrieval for Image and Video Databases (SPIE) 1998 : 150-161

Soumen Chakrabarti , Sunita Sarawagi , Byron Dom: Mining Surprising Patterns Using Temporal Description Length. VLDB 1998 : 606-617

Soumen Chakrabarti , Byron Dom, Prabhakar Raghavan , Sridhar Rajagopalan , David Gibson , Jon M. Kleinberg : Automatic Resource Compilation by Analyzing Hyperlink Structure and Associated Text. Computer Networks 30 (1-7): 65-74 (1998)

Soumen Chakrabarti , Byron Dom, Rakesh Agrawal , Prabhakar Raghavan : Scalable Feature Selection, Classification and Signature Generation for Organizing Large Text Databases into Hierarchical Topic Taxonomies. VLDB J. 7 (3): 163-178 (1998)

Byron Dom: MDL estimation for small sample sizes and its application to segmenting binary strings. CVPR 1997 : 280-

Soumen Chakrabarti , Byron Dom, Rakesh Agrawal , Prabhakar Raghavan : Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases. VLDB 1997 : 446-455

Myron Flickner , Harpreet S. Sawhney , Jonathan Ashley , Qian Huang , Byron Dom, Monika Gorkani , Jim Hafner , Denis Lee , Dragutin Petkovic , David Steele , Peter Yanker : Query by Image and Video Content: The QBIC System. IEEE Computer 28 (9): 23-32 (1995)

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