Publications
Alternative Listing by Themes
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Data Complexity in Pattern Recognition,
M. Basu, T.K. Ho (eds.), Springer-Verlag, 2006.
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A Statistical Approach to Anomaly Detection in Interdomain
Routing,
S. Deshpande, M. Thottan, T.K. Ho, B. Sikdar,
Proc. of the 3rd International Conference on Broadband
Communications, Networks and Systems, October 9-13, 2006, San
Jose, CA, USA.
(.pdf)
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Class Separability in Spaces Reduced By Feature Selection,
E. Pranckeviciene, T.K. Ho, R. Somorjai,
Proc. of the 17th International
Conference on Pattern Recognition, Hong Kong, China ,
August 20-24, 2006, Volume 2.
(.pdf)
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Symmetries from Uniform Space Covering in Stochastic Discrimination,
T.K. Ho,
Proc. of the Joint IAPR International Workshops on
Structural and Syntactic Pattern Recognition and
Statistical Techniques in Pattern Recognition,
Hong Kong, China, August 17-19, 2006.
(.pdf)
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A Framework for Learning to Personalize Converged Services
Involving Social Networks,
R. Dinoff, T.K. Ho, R. Hull, B. Kumar, D. Lieuwen, H. Ren, and P. Santos,
Proc. of the 2006 IEEE Mountain Workshop on Adaptive and
Learning Systems, Logan, Utah, July 24-26, 2006.
(.pdf)
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Hyper-Rectangular and k-Nearest-Neighbor Models in
Stochastic Discrimination,
Iryna Skrypnyk, Tin Kam Ho,
Proceedings of The 2006 International Conference on Data Mining,
Las Vegas, NV, June 26-29, 2006.
(.pdf)
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Interactive Data Visualization and Pattern Discovery with
Mirage,
T.K. Ho,
in G.J. Babu, E.D. Feigelson (eds.),
Statistical Challenges in Modern Astronomy IV,
Astronomical Society of the Pacific, 2007 (Conference held at Penn
State University, June 12-15, 2006).
(.pdf)
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Exploratory Analysis System for Semi-Structured Engineering
Logs,
Michael Flaster, Bruce Hillyer, Tin Kam Ho,
Proceedings of the IAPR Workshop on Document Analysis Systems,
Nelson, New Zealand, February 13-15, 2006.
(.pdf)
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Simulation of Power Evolution and Control Dynamics
in Optical Transport Systems,
Tin Kam Ho, Todd Salamon, Roland Freund, Christopher White,
Bruce Hillyer, Lawrence Cowsar, Carl Nuzman, Daniel Kilper,
Bell Labs Technical Journal,
10 , 1, Spring 2005, 119-137.
(.pdf)
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Domain of Competence of XCS Classifier System
in Complexity Measurement Space,
Ester Bernado Mansilla, Tin Kam Ho,
IEEE Transaction on Evolutionary Computation.
9 , 1, February 2005, 82-104.
(.pdf)
- Interactive Tools for Pattern Discovery,
Tin Kam Ho,
Proceedings of the 17th International
Conference on Pattern Recognition, Cambridge, U.K., August
22-26, 2004, Volume 2, 509-512.
(.pdf)
- On Classifier Domains of Competence,
Ester Bernado Mansilla, Tin Kam Ho,
Proceedings of the 17th International
Conference on Pattern Recognition, Cambridge, U.K., August
22-26, 2004, Volume 1, 136-139.
(.pdf)
- Promises and Challenges in Automatic Pattern
Recognition, Tin Kam Ho,
Proceedings of Astronomical Data Analysis
Software & Systems XIII, Strasbourg, France, October 12-15, 2003.
(.pdf)
- VO Enabled Mirage and the IVOA Client Package,
Samuel Carliles, Tin Kam Ho, William O'Mullane,
Proceedings of Astronomical Data Analysis
Software & Systems XIII, Strasbourg, France, October 12-15,
2003.
(.pdf)
- SEQUIN: An MPLS Network Monitoring System,
Marina Thottan, Ken Swanson, Michael Cantone, Tin Kam Ho,
Jennifer Ren, Sanjoy Paul,
Bell Labs Technical Journal, 8, 1, 2003, 95-111.
(.pdf)
- Modeling and Simulation of Control Dynamics in Optical
Transport Systems,
T. K. Ho, L. C. Cowsar, R. W. Freund, L. Vardapetyan, and
T. R. Salamon,
Bell Labs Computer Science Technical Report 2002-04-32.
(.pdf)
- Mirage: A Tool for Interactive Pattern Recognition from
Multimedia Data, Tin Kam Ho,
Proceedings of Astronomical Data Analysis
Software & Systems XII, Baltimore, MD, October 13-16, 2002, 339-342.
(html)
(.pdf)
- Exploratory Analysis of Point Proximity in Subspaces,
Tin Kam Ho, Proceedings of the 16th International
Conference on Pattern Recognition, Quebec City, Canada, August
11-15, 2002, Volume 2, 196-199.
(.pdf)
- Uniformity Testing Using Minimal Spanning Tree,
Anil K. Jain, Xiaowei Xu, Tin Kam Ho, Fan Xiao,
Proceedings of the 16th International
Conference on Pattern Recognition, Quebec City, Canada, August
11-15, 2002, Volume 4, 281-284.
(.pdf)
- A Data Complexity Analysis of Comparative Advantages of
Decision Forest Constructors, Tin Kam Ho, Pattern
Analysis and Applications, 5, 2002, 102-112.
(.pdf)
- Complexity Measures of Supervised Classification
Problems, Tin Kam Ho, Mitra Basu,
IEEE Transactions on Pattern Analysis and Machine Intelligence,
24 , 3, March 2002, 289-300.
(.pdf)
- Multiple Classifier Combination: Lessons and Next Steps,
Tin Kam Ho, in A. Kandel, H. Bunke, (eds.), Hybrid
Methods in Pattern Recognition , World Scientific, 2002, 171-198.
(.pdf)
- Exploration of Contextual Constraints for Character
Pre-Classification, Tin Kam Ho, George Nagy,
Proceedings of the 6th International
Conference on Document Analysis and Recognition, Seattle, WA,
September 10-13, 2001, 450-454.
(.pdf)
- Data Complexity Analysis for Classifier Combination,
Tin Kam Ho,
Proceedings of the 2nd International Workshop on Multiple
Classifier Systems, Cambridge, U.K., July 2-4, 2001, 53-67.
(.pdf)
- TaBLA: A Client-Based Scheduling Algorithm for Web Proxy
Clusters,
Girija Narlikar, Lakshman Y.N., Tin Kam Ho,
Proceedings of the 20th IEEE International
Performance, Computing, and Communications Conference,
Phoenix, AZ, April 4-6, 2001, 217-227.
(.pdf)
- Measuring the Complexity of Classification Problems,
Tin Kam Ho, Mitra Basu, Proceedings of the 15th International
Conference on Pattern Recognition, Barcelona, Spain, September 3-8,
2000, 43-47.
(.pdf)
- OCR with No Shape Training,
Tin Kam Ho, George Nagy, Proceedings of the 15th International
Conference on Pattern Recognition, Barcelona, Spain, September 3-8,
2000, 27-30.
(.pdf)
- Stop Word Location and Identification for Adaptive Text
Recognition, Tin Kam Ho,
International Journal of Document Analysis and Recognition,
3, 1, August 2000, 16-26.
(.pdf)
- Complexity of Classification Problems and Comparative Advantages
of Combined Classifiers, Tin Kam Ho,
Proceedings of the 1st International Workshop on
Multiple Classifier Systems, Cagliari, Italy, June 21-23, 2000, 97-106.
(.pdf)
- Evaluation of Decision Forests on Text Categorization,
Hao Chen, Tin Kam Ho, Proceedings of SPIE Conference on Document
Recognition and Retrieval VII, 3967 ,
San Jose, CA, January 23-28, 2000, 191-199.
(.pdf)
- Fast Identification of Stop Words for Font Learning and Keyword
Spotting, Tin Kam Ho,
Proceedings of the 5th International Conference on Document
Analysis and Recognition, Bangalore, India, September 20-22,
1999, 333-336.
(.pdf)
- The Learning Behavior of Single Neuron Classifiers on
Linearly Separable or Nonseparable Input,
Mitra Basu, Tin Kam Ho,
Proceedings of the 1999 International Joint Conference on Neural
Networks, Washington, D.C., July 10-16, 1999.
(.pdf)
- The Random Subspace Method for Constructing Decision Forests,
Tin Kam Ho,
IEEE Transactions on Pattern Analysis and Machine Intelligence,
20 , 8, August 1998, 832-844.
(.pdf)
(note)
- Bootstrapping Text Recognition from Stop Words,
Tin Kam Ho,
Proceedings of the 14th International Conference on Pattern Recognition,
Brisbane, Australia, August 17-20, 1998, 605-609.
(.pdf)
- C4.5 Decision Forests, Tin Kam Ho,
Proceedings of the 14th International Conference on Pattern Recognition,
Brisbane, Australia, August 17-20, 1998, 545-549.
(.pdf)
(note)
- Nearest Neighbors in Random Subspaces, Tin Kam Ho,
Proceedings of the Second International
Workshop on Statistical Techniques in Pattern Recognition,
Sydney, Australia, August 11-13, 1998, 640-648.
(.pdf)
- Pattern Classification with Compact Distribution Maps,
Tin Kam Ho, Henry S. Baird,
Computer Vision and Image Understanding, 70, 1,
April 1998, 101-110.
(.pdf)
- Large-Scale Simulation Studies in Image Pattern Recognition,
Tin Kam Ho, Henry S. Baird,
IEEE Transactions on Pattern Analysis and Machine Intelligence,
19 , 10, October 1997, 1067-1079.
(.pdf)
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Enhancing Degraded Document Images via Bitmap Clustering and
Averaging, John Hobby, Tin Kam Ho,
Proceedings of the 4th International Conference on Document Analysis and
Recognition, Ulm, Germany, August 18-20, 1997, 394-400.
(.pdf)
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Commercial Exploitation of OCR and Document Analysis
Systems Technology: Market and User Requirements, Stefan
Knerr, Tin Kam Ho,
in J.J. Hull, S.L. Taylor (eds.),
Document Analysis Systems II,
World Scientific Publishing Co., 1997, 521-523.
(.pdf)
- Adaptive Coordination of Multiple Classifiers,
Tin Kam Ho, in J.J. Hull, S.L. Taylor (eds.),
Document Analysis Systems II,
World Scientific Publishing Co., 1997, 371-384.
(.pdf)
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Adaptive Coordination of Multiple Classifiers,
Tin Kam Ho,
Proceedings of the IAPR Workshop on Document Analysis Systems,
Malvern, PA, October 14-16, 1996, 338-351.
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Building Projectable Classifiers of Arbitrary Complexity,
Tin Kam Ho, Eugene M. Kleinberg,
Proceedings of the 13th International Conference on Pattern Recognition,
Vienna, Austria, August 25-30, 1996, 880-885.
(.pdf)
(.ps.zip)
- Random Decision Forests,
Tin Kam Ho,
Proceedings of the 3rd International Conference on Document Analysis and
Recognition, Montreal, Canada, August 14-18, 1995, 278-282.
(.pdf)
- Evaluation of OCR accuracy using synthetic data,
Tin Kam Ho, Henry S. Baird,
Proceedings of the 4th Annual Symposium on Document Analysis and
Information Retrieval, Las Vegas, April 24-26, 1995, 413-422.
(.pdf)
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Selection of Image Features for Distribution-Map Classifiers,
Tin Kam Ho,
SPIE Proceedings Vol. 2422, Document Recognition II,
San Jose, CA, February 5-10, 1995, 105-114.
(.pdf)
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Estimating the Intrinsic Difficulty of A Recognition Problem,
Tin Kam Ho, Henry S. Baird,
Proceedings of the 12th International Conference on Pattern Recognition,
Jerusalem, Israel, Oct 9-13, 1994, 178-183.
(.pdf)
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Asymptotic Accuracy of Two-Class Discrimination,
Tin Kam Ho, Henry S. Baird,
Proceedings of the Third Annual Symposium on Document
Analysis and Information Retrieval, Las Vegas, NV, April 11-13, 1994,
275-288.
(.pdf)
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Decision Combination in Multiple Classifier Systems,
Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
IEEE Transactions on Pattern Analysis and Machine
Intelligence, 16 , 1, January 1994, 66-75.
(.pdf)
- Perfect Metrics,
Tin Kam Ho, Henry S. Baird,
Proceedings of the Second International Conference on Document Analysis
and Recognition, Tsukuba Science City, Japan, October 20-22, 1993,
593-597.
(.pdf)
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Recognition of Handwritten Digits by Combining Independent
Learning Vector Quantizations, Tin Kam Ho,
Proceedings of the Second International Conference on Document Analysis
and Recognition, Tsukuba Science City, Japan, October 20-22, 1993,
818-821.
(.pdf)
- Pattern Recognition by Stochastic Modeling,
Eugene M. Kleinberg, Tin Kam Ho,
Proceedings of the Third International Workshop on Frontiers in
Handwriting Recognition, Buffalo, NY, May 1993, 175-183.
(.pdf)
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A Computational Model for Recognition of Multifont Word Images,
Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
Machine Vision and Applications, 5,
1992, 157-168.
(.pdf)
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A Word Shape Analysis Approach to Lexicon Based Word Recognition,
Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
Pattern Recognition Letters, 13
, 1992, 821-826.
(.pdf)
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Combination of Decisions by Multiple Classifiers,
Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
in H. Baird, H. Bunke, K. Yamamoto (eds.),
Structured Document Image Analysis, Springer-Verlag, 1992,
188-202.
(.pdf)
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Firm Name Recognition for Automatic Address Interpretation,
Ping-Kit Wong, Tin Kam Ho, Sargur N. Srihari,
Proceedings of the 5th USPS Advanced Technology Conference,
Washington, D.C., November 1992, 757-770.
(.pdf)
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Word Image Matching as a Technique for Degraded Text Recognition,
Jonathan J. Hull, Siamak Khoubyari, Tin Kam Ho,
Proceedings of the 11th International Conference on Pattern
Recognition,
The Hague, The Netherlands, Aug 30-Sep 3, 1992, 665-668.
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A Hypothesis Testing Approach to Word Recognition Using Dynamic
Feature Selection,
Liang Li, Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
Proceedings of the 11th International Conference on Pattern
Recognition,
The Hague, The Netherlands, Aug 30-Sep 3, 1992, 586-589.
(.pdf)
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On Multiple Classifier Systems for Pattern Recognition,
Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
Proceedings of the 11th International Conference on Pattern
Recognition, The Hague, The Netherlands, Aug 30-Sep 3, 1992, 84-87.
(.pdf)
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Visual Global Context: Word Image Matching in a Methodology for
Degraded Text Recognition,
Jonathan J. Hull, Siamak Khoubyari, Tin Kam Ho,
Proceedings of the Symposium on Document Analysis and
Information Retrieval, Las Vegas, NV, March 16-18, 1992.
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Contextual Analysis of Machine Printed Addresses,
Peter Cullen, Tin Kam Ho, Jonathan J. Hull, Michal Prussak,
Sargur N. Srihari,
SPIE Proceedings Vol. 1661, Machine Vision Applications in Character
Recognition and Industrial Inspection, San Jose, CA, February
10-12, 1992.
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A Regression Approach to Combination of Decisions by Multiple
Character Recognition Algorithms,
Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
SPIE Proceedings Vol. 1661, Machine Vision Applications in Character
Recognition and Industrial Inspection, San Jose, CA, February
10-12, 1992.
(.pdf)
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A Theory of Multiple Classifier Systems and Its Application to
Visual Word Recognition, Tin Kam Ho,
Ph.D. Thesis, Dept. of Computer Science,
State University of New York at Buffalo, February, 1992.
(.pdf)
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Document Image Analysis and Recognition, Sargur
N. Srihari, Stephen W. Lam, Peter B. Cullen, Tin Kam Ho,
in N. Bourbakis (ed.),
Artificial Intelligence Methods and
Applications, World Scientific Publishing, 1992, 590-617.
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Word Recognition with Multi-Level Contextual Knowledge,
Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
Proceedings of the First International Conference on Document Analysis
and Recognition, St. Malo, France, September 30 - October 2, 1991,
905-915.
(.pdf)
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Combination of Segmentation-based and Wholistic Handwritten Word
Recognition Algorithms,
Jonathan J. Hull, Tin Kam Ho, John Favata,
Venu Govindaraju, Sargur N. Srihari,
Proceedings of the Second International Workshop on Frontiers in
Handwriting Recognition, Bonas, France, September 1991, 229-240.
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Contextual Analysis of Machine Printed Addresses,
Peter Cullen, Tin Kam Ho, Jonathan J. Hull, Michal Prussak,
Sargur N. Srihari,
Proceedings of the 4th USPS Advanced Technology Conference,
Washington, D.C., November 1990, 779-793.
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A Word Shape Analysis Approach to Recognition of Degraded Word
Images,
Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
Proceedings of the 4th USPS Advanced Technology Conference,
Washington, D.C., November 1990, 217-231.
(.pdf)
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Combination of Structural Classifiers,
Tin Kam Ho, Jonathan J. Hull, Sargur N. Srihari,
Pre-Processings, International Association for Pattern
Recognition Workshop on Syntactic & Structural Pattern Recognition,
Murray Hill, NJ, USA, June 13-15, 1990, 123-136.
(.pdf)
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Multiple Algorithms for Handwritten Character Recognition,
Jonathan J. Hull, Alan Commike, Tin Kam Ho,
Proceedings of the First International Workshop on Frontiers in
Handwriting Recognition, Montreal, Canada, April 1990, 117-124.
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Pictorial Knowledge and Space Object Surveillance and
Identification, Edward T. Lee, Tzay Y. Young, Tin Kam Ho,
Wasim Shomar, in Mark B. Fishman (ed.),
Advances in Artificial Intelligence Research,
JAI Press Inc., Volume 1, 1989, 309-345.
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A Knowledge Base for Space Object Surveillance and
Identification, Tin Kam Ho,
Master's Project Report, Department of Computer
Science, Louisiana State University, Baton Rouge, 1987.
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Syntactic Approach to Image Analysis,
Tin Kam Ho, Edward T. Lee, Tai-Tsung Ho,
Proceedings of the ACM Computer Science Conference,
St. Louis, MO, Feb 17-19, 1987, 395.