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Tong Zhang

Papers on DiSC'03


Experiments in high-dimensional text categorization

Publications


Note: Links lead to the DBLP on the Web.

Tong Zhang

27 Shie Mannor , Ron Meir , Tong Zhang: The Consistency of Greedy Algorithms for Classification. COLT 2002 : 319-333

26 Tong Zhang: Statistical Behavior and Consistency of Support Vector Machines, Boosting, and Beyond. ICML 2002 : 690-700

25 Fred Damerau , Tong Zhang, Sholom M. Weiss , Nitin Indurkhya : Experiments in high-dimensional text categorization. SIGIR 2002 : 357-358

24 David E. Johnson , Frank J. Oles , Tong Zhang, Thilo Goetz : A decision-tree-based symbolic rule induction system for text categorization. IBM Systems Journal 41 (3): 428-437 (2002)

23 Tong Zhang, Carlo Tomasi : On the Consistency of Instantaneous Rigid Motion Estimation. International Journal of Computer Vision 46 (1): 51-79 (2002)

22 Tong Zhang: On the Dual Formulation of Regularized Linear Systems with Convex Risks. Machine Learning 46 (1-3): 91-129 (2002)

21 Tong Zhang, Fred Damerau , David Johnson : Text Chunking using Regularized Winnow. ACL 2001 : 539-546

20 Tong Zhang: A Leave-One-out Cross Validation Bound for Kernel Methods with Applications in Learning. COLT/EuroCOLT 2001 : 427-443

19 Tong Zhang: A Sequential Approximation Bound for Some Sample-Dependent Convex Optimization Problems with Applications in Learning. COLT/EuroCOLT 2001 : 65-81

18 Tong Zhang: Some Sparse Approximation Bounds for Regression Problems. ICML 2001 : 624-631

17 George Nagy , Tong Zhang, W. R. Franklin , Eric Landis , Edwin Nagy , Denis T. Keane : Volume and Surface Area Distributions of Cracks in Concrete. IWVF 2001 : 759-768

16 Vijay S. Iyengar , Tong Zhang: Empirical Study of Recommender Systems Using Linear Classifiers. PAKDD 2001 : 16-27

15 Tong Zhang: An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. AI Magazine 22 (2): 103-104 (2001)

14 Tong Zhang, Keshab K. Parhi : Systematic Design of Original and Modified Mastrovito Multipliers for General Irreducible Polynomials. IEEE Transactions on Computers 50 (7): 734-749 (2001)

13 Tong Zhang, Frank J. Oles : Text Categorization Based on Regularized Linear Classification Methods. Information Retrieval 4 (1): 5-31 (2001)

12 Vijay S. Iyengar , Chidanand Apté , Tong Zhang: Active learning using adaptive resampling. KDD 2000 : 91-98

11 Tong Zhang: Convergence of Large Margin Separable Linear Classification. NIPS 2000 : 357-363

10 Tong Zhang: Regularized Winnow Methods. NIPS 2000 : 703-709

9 Yang Li , Tong Zhang, Stephen E. Levinson : Word Concept Model for Intelligent Dialogue Agents. TSD 2000 : 445-449

8 Tong Zhang, C. C. Jay Kuo : Heuristic approach for generic audio data segmentation and annotation. ACM Multimedia (1) 1999 : 67-76

7 Tong Zhang: Theoretical Analysis of a Class of Randomized Regularization Methods. COLT 1999 : 156-163

6 Tong Zhang, Carlo Tomasi : Fast, Robust, and Consistent Camera Motion Estimation. CVPR 1999 : 1164-1170

5 Tong Zhang: Some Theoretical Results Concerning the Convergence of Compositions of Regularized Linear Functions. NIPS 1999 : 370-378

4 Tong Zhang: Compression by Model Combination. Data Compression Conference 1998 : 319-328

3 Daniel H. Greene , Frances Yao , Tong Zhang: A Linear Algorithm for Optimal Context Clustering with Application to Bi-level Image Coding. ICIP (1) 1998 : 508-511

2 Gabriel Taubin , Tong Zhang, Gene H. Golub : Optimal Surface Smoothing as Filter Design. ECCV (1) 1996 : 283-292

1 A. Jefferson Offutt , Jie Pan , Kanupriya Tewary , Tong Zhang: An Experimental Evaluation of Data Flow and Mutation Testing. Software - Practice and Experience 26 (2): 165-176 (1996)




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