Byron Dom

IBM Research - Almaden — United States

Computer Science · Physical Sciences

28h-index10.6kcitations64works0.02yr avg
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Research Topics

Web Data Mining and Analysis(14), Text and Document Classification Technologies(11), Industrial Vision Systems and Defect Detection(11), Medical Image Segmentation Techniques(8), Image and Object Detection Techniques(8)

Publications64 total

Model-Based Hierarchical Clustering
arXiv (Cornell University)·2013· 66 citedOpen Access
An Information-Theoretic External Cluster-Validity Measure
arXiv (Cornell University)·2012· 28 citedOpen Access
A time-dependent topic model for multiple text streams
2011· 76 cited
Scalable clustering of news search results
2011· 23 cited
Threshold selection for web-page classification with highly skewed class distribution
2009· 7 cited
A Bayesian Technique for Estimating the Credibility of Question Answerers
2008· 18 cited
Linear prediction models with graph regularization for web-page categorization
2006· 111 cited
A structure-sensitive framework for text categorization
2005· 1 cited
Verifying The Accuracy Of Machine Vision Algorithms And Systems
2005· 7 cited
How search engines shape the web
2005· 1 cited
Document preprocessing for naive Bayes classification and clustering with mixture of multinomials
2004· 25 cited
Expertise identification using email communications
2003· 325 cited
Graph-based ranking algorithms for e-mail expertise analysis
2003· 158 cited
Feature selection with stochastic complexity
2003· 19 cited
Unsupervised image segmentation using the minimum description length principle
2003· 13 cited
Detecting parameterized curve segments using MDL and the Hough transform
2003· 6 cited
Expertise identification using email communications
2003· 82 cited
Graph-based ranking algorithms for e-mail expertise analysis
2003· 12 cited
Algorithms for automatic disk head/slider inspection
2002
Design and implementation of a low-level image segmentation architecture-LISA
2002· 6 cited
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Frequent Co-authors

Soumen Chakrabarti(10), W. Niblack(8), Dragutin Petković(6), Prabhakar Raghavan(5), Shivakumar Vaithyanathan(5), David A. Steele(4), J. Sheinvald(4), Myron Flickner(3), Qian Huang(3), David Gibson(3), Virginia H. Brecher(3), W. E. Blanz(3), Harpreet Sawhney(2), M. Gorkani(2), P. Yanker(2), Martin van den Berg(2), Piotr Indyk(2), Sridhar Rajagopalan(2), Jon Kleinberg(2), Andrew Tomkins(2)