Byron Dom

10.6k citations

52 papers · 5.7k indexed · 2 hit papers · h-index 24

Computer Vision and Pattern Recognition top 0.5%
- Image and Object Detection Techniques 7
- Medical Image Segmentation Techniques 6
Information Systems top 0.1%
- Web Data Mining and Analysis 14
- Expert finding and Q&A systems 5
Signal Processing top 0.5%
Artificial Intelligence top 0.5%
- Text and Document Classification Technologies 11
- Algorithms and Data Compression 6
Statistical and Nonlinear Physics top 1%
- Complex Network Analysis Techniques 5
Industrial and Manufacturing Engineering
- Industrial Vision Systems and Defect Detection 9

Co-authors: Soumen Chakrabarti Martin van den Berg Piotr Indyk W. Niblack Prabhakar Raghavan Dragutin Petković Myron Flickner Qian Huang
Cited by: Computer Vision and Pattern Recognition Information Systems Signal Processing
Journals: Machine Vision and Applications (3 papers)Computer (3 papers)Artificial Intelligence Review (1 paper)
Partner nations: United States India South Korea

In The Last Decade

Byron Dom

47 papers receiving 5.0k citations

Hit Papers

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Peers

Countries citing papers authored by Byron Dom

Since Specialization

Citations

This map shows the geographic impact of Byron Dom's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Byron Dom with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Byron Dom more than expected).

Fields of papers citing papers by Byron Dom

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Byron Dom. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Byron Dom. The network helps show where Byron Dom may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Byron Dom, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Byron Dom Line = papers co-authored together Byron Dom links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Model-Based Hierarchical Clustering arXiv (Cornell University) ·Shivakumar Vaithyanathan,Byron Dom	2013	8
2	A Bayesian Technique for Estimating the Credibility of Question Answerers Byron Dom,de Leval-Rutten F	2008	13
3	Linear prediction models with graph regularization for web-page categorization Tong Zhang,Alexandrin Popescul,Byron Dom	2006	72
4	A structure-sensitive framework for text categorization Ganesh Ramakrishnan,de Leval-Rutten F,Byron Dom	2005	1
5	Feature selection with stochastic complexity Byron Dom,W. Niblack,J. Sheinvald	2003	11
6	An information-theoretic external cluster-validity measure arXiv (Cornell University) ·Byron Dom	2002	93
7	Quantitative methods of evaluating image segmentation Proceedings - International Conference on Image Processing ·Qian Huang,Byron Dom	2002	108
8	Streaming-media knowledge discovery Computer ·Волкова Валентина Сергеевна,S. Srinivasan,Byron Dom	2001	6
9	Who is SMILing on the Web Gal Ashour,Byron Dom,Sunil Karunakaran,Волкова Валентина Сергеевна,Savitha Srinivasan,Dick C. A. Bulterman	2001	2
10	Hierarchical Unsupervised Learning International Conference on Machine Learning ·Shivakumar Vaithyanathan,Byron Dom	2000	6
11	Distributed Hypertext Resource Discovery Through Examples DSpace (IIT Bombay) ·Soumen Chakrabarti,Martin van den Berg,Byron Dom	1999	42
12	Generalized Model Selection for Unsupervised Learning in High Dimensions Neural Information Processing Systems ·Shivakumar Vaithyanathan,Byron Dom	1999	38
13	Model Selection in Unsupervised Learning with Applications To Document Clustering International Conference on Machine Learning ·Shivakumar Vaithyanathan,Byron Dom	1999	36
14	Mining Surprising Patterns Using Temporal Description Length Very Large Data Bases ·Soumen Chakrabarti,Sunita Sarawagi,Byron Dom	1998	77
15	Enhanced hypertext categorization using hyperlinks ACM SIGMOD Record ·Soumen Chakrabarti,Byron Dom,Piotr Indyk	1998	82
16	Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases Very Large Data Bases ·Soumen Chakrabarti,Byron Dom,Rakesh Agrawal,Prabhakar Raghavan	1997	85
17	Recent advances in the automatic inspection of integrated circuits for pattern defects Machine Vision and Applications ·Byron Dom,M. Martí-de Gracia	1995	34
18	<title>Disaster detector: an automatic disk head/slider inspection system</title> Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Byron Dom,David A. Steele,忠昭津田,Julie Ellen Windom,吉野茂,Lucas dos Santos,Миленькая Ксения Анатольевна,Dragutin Petković,Katherine A. Komar,MAYUMI KAKUSAKA,Michel Rakotomanana	1994	0
19	Machine Vision Applications in Character Recognition and Industrial Inspection A.Y. Noorsyahdy,Anu Kotilainen,Byron Dom	1992	3
20	<title>Calibration, setup, and performance evaluation in an IC inspection system</title> Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Byron Dom,M. Martí-de Gracia	1992	1

About Byron Dom

Byron Dom is a scholar working on Information Systems, Computer Vision and Pattern Recognition, Industrial and Manufacturing Engineering, Artificial Intelligence and Computer Science Applications, having authored 52 papers that have together received 5.7k indexed citations. Recurring topics across this work include Web Data Mining and Analysis (14 papers), Text and Document Classification Technologies (11 papers), Industrial Vision Systems and Defect Detection (9 papers), Image and Object Detection Techniques (7 papers), Medical Image Segmentation Techniques (6 papers), Algorithms and Data Compression (6 papers), Expert finding and Q&A systems (5 papers) and Complex Network Analysis Techniques (5 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (2.4k citations), Information Systems (2.5k citations), Signal Processing (859 citations), Artificial Intelligence (2.0k citations) and Statistical and Nonlinear Physics (699 citations). Byron Dom has collaborated with scholars based in United States, India and South Korea. Frequent co-authors include Soumen Chakrabarti, Martin van den Berg, Piotr Indyk, W. Niblack, Prabhakar Raghavan, Dragutin Petković, Myron Flickner, Qian Huang, David A. Steele and J. Ashley. Their work appears in journals such as Machine Vision and Applications, Computer, Artificial Intelligence Review, ACM SIGMOD Record and The VLDB Journal.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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