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This directory is created automatically and some papers may be mislabeled. Only document within the CiteSeer database are listed. The directory is intended to provide entry points for browsing the database and is not intended to be authoritative. Papers may not appear in all relevant categories. For example, papers in a sub-category may not appear in higher level categories.

496   Learning to Predict by the Methods of Temporal Differences - Sutton (1988)   (Correct)
373   Complements to 'Pattern Recognition and Neural Networks' - Ripley (1996)   (Correct)
316   The Laplacian Pyramid as a Compact Image Code - Burt, Adelson (1983)   (Correct)
209   View-Based and Modular Eigenspaces for Face Recognition - Pentland, Moghaddam, Starner (1994)   (Correct)
200   A Tutorial on Support Vector Machines for Pattern Recognition - Burges (1998)   (Correct)
163   Recursive Distributed Representations - Pollack (1990)   (Correct)
155   Neural Network-Based Face Detection - Rowley, Baluja, Kanade (1996)   (Correct)
152   An Optimal Algorithm for Approximate Nearest Neighbor Searching in.. - Arya, Mount, Netanyahu, Silverman, Wu (1994)   (Correct)
142   Good Features to Track - Shi, Tomasi (1994)   (Correct)
127   Training Support Vector Machines: an Application to Face Detection - Osuna (1997)   (Correct)
116   Comparing Images Using the Hausdorff Distance - Huttenlocher, Klanderman, Rucklidge (1993)   (Correct)
113   A Maximum Entropy Approach to Natural Language Processing - Berger, Pietra, Pietra (1996)   (Correct)
104   Automatic Subspace Clustering of High Dimensional Data for Data.. - Agrawal, Gehrke, Gunopulos, Raghavan (1998)   (Correct)
104   Efficient Distribution-free Learning of Probabilistic Concepts - Kearns, Schapire (1993)   (Correct)
102   Affective Computing - Picard (1995)   (Correct)
95   Probabilistic Visual Learning for Object Representation - Moghaddam, Pentland (1996)   (Correct)
87   Using Discriminant Eigenfeatures for Image Retrieval - Swets (1996)   (Correct)
85   Machine Learning Research: Four Current Directions - Dietterich (1997)   (Correct)
77   A Probabilistic Analysis of the Rocchio Algorithm with TFIDF for Text .. - Joachims (1996)   (Correct)
76   Mixtures of Probabilistic Principal Component Analysers - Tipping, al. (1998)   (Correct)
74   The geometry of graphs and some of its algorithmic applications - Linial, London, Rabinovich (1994)   (Correct)
74   An Analysis of Bayesian Classifiers - Langley, Iba, Thompson (1992)   (Correct)
73   Neural Net Architectures for Temporal Sequence Processing - Michael C. Mozer (1994)   (Correct)
73   Visual Recognition of American Sign Language Using Hidden Markov.. - Starner (1995)   (Correct)
70   Beyond Independence: Conditions for the Optimality of the Simple.. - Domingos, Pazzani (1996)   (Correct)
69   Mean Field Theory for Sigmoid Belief Networks - Saul, Jaakkola, Jordan (1996)   (Correct)
69   Genetic Programming for Feature Discovery and Image Discrimination - Tackett (1993)   (Correct)
68   Learning and Recognizing Human Dynamics in Video Sequences - Bregler (1997)   (Correct)
65   Prototype and Feature Selection by Sampling and Random Mutation Hill.. - Skalak (1994)   (Correct)
64   The TV-tree - an index structure for high-dimensional data - Lin, Jagadish, Faloutsos (1994)   (Correct)
64   A Fast Algorithm for Incremental Distance Calculation - Lin, Canny (1991)   (Correct)
63   A Theory of Networks for Approximation and Learning - Poggio, Girosi (1989)   (Correct)
61   Bounds on the Sample Complexity of Bayesian Learning Using.. - Haussler (1994)   (Correct)
61   Learning Classification Trees - Buntine (1991)   (Correct)
60   Class-based n-gram models of natural language - Brown, Pietra, deSouza, Lai, Mercer (1990)   (Correct)
60   The sample complexity of pattern classification with neural networks: .. - Bartlett (1997)   (Correct)
60   Normalized Cuts and Image Segmentation - Shi, Malik (1997)   (Correct)
59   Face Recognition Under Varying Pose - Beymer (1993)   (Correct)
57   Bayesian Network Classifiers. - Friedman, Geiger, Goldszmidt (1997)   (Correct)
57   Bayesian Network Classifiers - Friedman, Geiger, Goldszmidt (1997)   (Correct)
56   Image Retrieval using Color and Shape - Jain, Vailaya (1996)   (Correct)
55   Induction of Selective Bayesian Classifiers - Langley, Sage (1994)   (Correct)
53   Data Structures and Algorithms for Nearest Neighbor Search in General .. - Yianilos (1993)   (Correct)
53   Two Algorithms for Nearest-Neighbor Search in High Dimensions - Kleinberg (1997)   (Correct)
53   Design Tradeoffs for Software-Managed TLBs - Richard Uhlig (1993)   (Correct)
53   Robust Linear Programming Discrimination Of Two Linearly Inseparable.. - Bennett, Mangasarian (1992)   (Correct)
52   Layered Representation for Motion Analysis - Wang, Adelson (1993)   (Correct)
52   Photorealistic Scene Reconstruction by Voxel Coloring - Seitz, Dyer (1997)   (Correct)
48   Vision Texture for Annotation - Picard, Minka (1995)   (Correct)
48   Beyond Induction Variables - Wolfe (1992)   (Correct)
47   Similarity Metric Learning for a Variable-Kernel Classifier - Lowe (1995)   (Correct)
46   Selection of Relevant Features and Examples in Machine Learning - Blum, Langley (1997)   (Correct)
46   Control of Selective Perception Using Bayes Nets and Decision Theory - Rimey (1993)   (Correct)
45   Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear.. - Belhumeur, Hespanha, Kriegman (1996)   (Correct)
45   Support Vector Machines: Training and Applications - Osuna, Freund, Girosi (1997)   (Correct)
44   Flexible Metric Nearest Neighbor Classification - Friedman (1994)   (Correct)
44   Feature Selection for Case-Based Classification of Cloud Types: An.. - Aha (1994)   (Correct)
43   Support Vector Method for Function Approximation, Regression.. - Vapnik, Golowich, Smola (1996)   (Correct)
42   Feature Subset Selection Using A Genetic Algorithm - Yang, Honavar (1998)   (Correct)
42   Selection of Relevant Features in Machine Learning - Langley (1994)   (Correct)
41   Neuro-Fuzzy Modeling and Control - Jang, Sun (1995)   (Correct)
40   Powerful Techniques for the Automatic Generation of Invariants - Bensalem (1996)   (Correct)
39   Case-Based Learning Algorithms - Aha (1991)   (Correct)
38   A Simple Algorithm for Nearest Neighbor Search in High Dimensions - Nene, Nayar (1995)   (Correct)
38   Knowledge Discovery and Data Mining: Towards a Unifying Framework - Fayyad, Piatetsky-Shapiro, Smyth (1996)   (Correct)
38   Novel View Synthesis in Tensor Space - Avidan, Shashua (1997)   (Correct)
38   Finding Naked People - Forsyth, Fleck (1996)   (Correct)
38   Beyond Induction Variables: Detecting and Classifying Sequences Using .. - Gerlek, Stoltz, Wolfe (1995)   (Correct)
37   WebSeer: An Image Search Engine for the World Wide Web - Swain, Frankel, Athitsos (1997)   (Correct)
37   Pattern Recognition Via Linear Programming: Theory And Application To .. - Mangasarian, Setiono, Wolberg (1990)   (Correct)
37   Learning Boolean Concepts in the Presence of Many Irrelevant Features - Hussein Almuallim (1994)   (Correct)
36   Segmentation by Grouping Junctions - Ishikawa, Geiger (1998)   (Correct)
36   The Power of Amnesia - Ron, Singer, Tishby (1994)   (Correct)
36   MBT: A Memory-Based Part of Speech Tagger-Generator - Daelemans, Zavrel, Berck, Gillis (1996)   (Correct)
35   Discriminant Analysis by Gaussian Mixtures - Hastie, Tibshirani (1996)   (Correct)
35   Face Recognition: A Convolutional Neural Network Approach - Lawrence, Giles, Tsoi, Back (1997)   (Correct)
35   What is the Set of Images of an Object Under All Possible Lighting.. - Belhumeur, Kriegman (1996)   (Correct)
35   Genetic Generation Of Both The Weights And Architecture For A Neural.. - Koza, Rice (1991)   (Correct)
35   An Image Database Browser that Learns From User Interaction - Minka (1996)   (Correct)
35   Adapting Bias by Gradient Descent: An Incremental Version of.. - Richard Sutton   (Correct)
34   Motion Regularization for Model-based Head Tracking - Basu, Essa, Pentland (1996)   (Correct)
34   The Representation and Recognition of Action Using Temporal Templates - Davis, F. (1997)   (Correct)
34   A Generalized Hidden Markov Model for the Recognition of Human Genes.. - Kulp, Haussler, Reese, Eeckman (1996)   (Correct)
34   Data Mining using MLC++ - A Machine Learning Library in C++ - Kohavi, Sommerfield, Dougherty (1997)   (Correct)
33   Automatic Acquisition of Hyponyms from Large Text Corpora - Hearst (1992)   (Correct)
32   Silicon Evolution - Thompson (1996)   (Correct)
32   A Multifractal Wavelet Model with Application to Network Traffic - Riedi, Crouse, Ribeiro, Baraniuk (1998)   (Correct)
32   The Connection between Regularization Operators and Support Vector.. - Smola, Schölkopf, Müller (1998)   (Correct)
31   Probabilistic Principal Component Analysis - Tipping (1997)   (Correct)
30   Robust Analysis of Feature Spaces: Color Image Segmentation - Comaniciu, Meer (1997)   (Correct)
30   Computing the Width of a Set - Houle, Toussaint (1988)   (Correct)
30   Adaptive Selectivity Estimation Using Query Feedback - Chen, Roussopoulos (1993)   (Correct)
30   Pairwise Data Clustering by Deterministic Annealing - Hofmann, Buhmann (1997)   (Correct)
30   An Appearance-based Representation of Action - Bobick (1996)   (Correct)
30   Detecting Activities - Polana, Nelson (1993)   (Correct)
29   Monitoring Compliance of a Software System With Its High-Level Design .. - Sefika, Sane, Campbell (1996)   (Correct)
28   Interactive learning using a "society of models" - Minka, Picard (1996)   (Correct)
28   Rotation Invariant Neural Network-Based Face Detection - Rowley, Baluja, Kanade (1998)   (Correct)
28   Shock Graphs and Shape Matching - Siddiqi, Shokoufandeh, Dickinson.. (1998)   (Correct)
28   Prediction Risk and Architecture Selection for Neural Networks - Moody (1994)   (Correct)
28   Ill-Conditioning In Neural Network Training Problems - Saarinen, Bramley, CYBENKO (1993)   (Correct)
28   Temporal Difference Learning of Position Evaluation in the Game of Go - Schraudolph, Dayan, Sejnowski (1994)   (Correct)
28   Factorization Methods for Projective Structure and Motion - Triggs (1996)   (Correct)
27   Improving the Accuracy and Speed of Support Vector Machines - Burges, Schölkopf (1997)   (Correct)
27   Improved Heterogeneous Distance Functions - Wilson, Martinez (1997)   (Correct)
27   Constructing Deterministic Finite-State Automata in Recurrent Neural.. - Omlin, Giles (1996)   (Correct)
26   Data Mining Approaches for Intrusion Detection - Lee, Stolfo (1998)   (Correct)
26   Multi-class Support Vector Machines - Weston, Watkins (1998)   (Correct)
26   Feature Subset Selection Using the Wrapper Method: Overfitting and.. - Kohavi, Sommerfield (1995)   (Correct)
26   Dynamically Discovering Likely Program Invariants to Support Program.. - Ernst, Cockrell, Griswold, Notkin (1999)   (Correct)
26   Person Counting With Stereo - Beymer (2000)   (Correct)
26   Making Large-Scale Support Vector Machine Learning Practical - Joachims (1998)   (Correct)
26   Robust Feature Selection Algorithms - Vafaie (1993)   (Correct)
25   Pedestrian Detection Using Wavelet Templates - Michael Oren (1997)   (Correct)
25   Using Genetic Algorithms to Explore Pattern Recognition in the Immune .. - Forrest, al. (1992)   (Correct)
25   Nonlinear Component Analysis as a Kernel Eigenvalue Problem - Schölkopf, Smola, Müller (1998)   (Correct)
25   OPUS: An Efficient Admissible Algorithm for Unordered Search - Webb (1995)   (Correct)
25   Real-time Recognition with the entire Brodatz Texture Database - Picard, Kabir, Liu (1993)   (Correct)
25   A Statistical Perspective on Knowledge Discovery in Databases - Elder, IV, Pregibon (1996)   (Correct)
25   Minimax Entropy Principle and Its Application to Texture Modeling - Zhu, Wu, Mumford (1997)   (Correct)
25   Relative Neighborhood Graphs and Their Relatives - Jaromczyk, Toussaint (1992)   (Correct)
24   The Case Against Accuracy Estimation for Comparing Induction.. - Provost, Fawcett, Kohavi (1998)   (Correct)
24   Speech Recognition by Composition of Weighted Finite Automata - Pereira, Riley (1996)   (Correct)
24   Efficient Search for Approximate Nearest Neighbor in High Dimensional .. - Kushilevitz, Ostrovsky, Rabani (1998)   (Correct)
24   Structural Redocumentation: A Case Study - Wong, Tilley, Müller, Storey (1995)   (Correct)
23   Depth from Focusing and Defocusing - Xiong (1993)   (Correct)
23   Parametrized Structure from Motion for 3D Adaptive Feedback Tracking.. - Jebara, Pentland (1997)   (Correct)
23   Evolution And Co-Evolution Of Computer Programs To Control.. - Koza (1991)   (Correct)
23   FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization .. - Faloutsos, Lin (1995)   (Correct)
22   Generalization Performance of Regularization Networks and Support.. - Williamson, Smola, Schölkopf (1998)   (Correct)
22   Finding the Medial Axis of a Simple Polygon in Linear Time - Chin, Snoeyink, Wang (1995)   (Correct)
22   Simplified Support Vector Decision Rules - Burges (1996)   (Correct)
22   Evaluation of Pattern Classifiers for Fingerprint and OCR Applications - Blue, Candela, Grother, Chellappa.. (1993)   (Correct)
22   Using Deformable Templates to Infer Visual Speech Dynamics - Marcus Hennecke (1994)   (Correct)
21   Support Vector Machine Reference Manual - Saunders, Stitson, Weston, Bottou.. (1998)   (Correct)
21   Support Vector Machine - Reference Manual - Saunders, Stitson, Weston, Bottou.. (1998)   (Correct)
21   Body Plans - Fleck (1997)   (Correct)
21   Vector Quantization with Complexity Costs - Buhmann, Kühnel (1993)   (Correct)
21   Computing the Intersection-Depth of Polyhedra - Dobkin, Hershberger, Kirkpatrick.. (1993)   (Correct)
20   Direct Least Squares Fitting of Ellipses - Fitzgibbon, Pilu, Fisher (1996)   (Correct)
20   Shape-Based Retrieval: A Case Study with Trademark Image Databases - Jain (1998)   (Correct)
20   Robust classification systems for imprecise environments - Provost, Fawcett (1998)   (Correct)
20   Recovering Shape by Purposive Viewpoint Adjustment - Kutulakos, Dyer (1992)   (Correct)
20   Parametric Feature Detection - Shree Nayar (1995)   (Correct)
20   A Data Mining Framework for Building Intrusion Detection Models - Lee, Stolfo, Mok (1999)   (Correct)
20   Rule Induction through Integrated Symbolic and Subsymbolic Processing - Clayton Mcmillan (1992)   (Correct)
20   Representation of Finite State Automata in Recurrent Radial Basis.. - Frasconi, Gori, Maggini, Soda (1996)   (Correct)
19   Fast Similarity Search in the Presence of Noise, Scaling, and.. - Rakesh Agrawal (1995)   (Correct)
19   Registration of multiple point sets - Stoddart, Hilton (1996)   (Correct)
19   On the Versatility of Parallel Sorting by Regular Sampling - Li, Lu, Schaeffer, Shillington, Wong (1993)   (Correct)
19   Temporal Sequence Learning and Data Reduction for Anomaly Detection - Lane (1998)   (Correct)
19   A Personal News Service based on a User Model Neural Network - Jennings, Higuchi (1992)   (Correct)
19   Learning Parameterized Models of Image Motion - Black, Yacoob, Jepson, Fleet (1997)   (Correct)
19   Acoustic-Labial Speaker Verification - Jourlin, Lüttin, Genoud, Wassner (1997)   (Correct)
19   Stability of Phase Information - Fleet, Jepson (1993)   (Correct)
19   Initialization of Iterative Refinement Clustering Algorithms - Fayyad, Reina, Bradley (1998)   (Correct)
19   Real-Time Closed-World Tracking - Intille, al. (1997)   (Correct)
19   Feature Extraction Methods For Character Recognition - A Survey - Trier, Jain, Taxt (1995)   (Correct)
19   Approximate Nearest Neighbor Queries in Fixed Dimensions - Sunil Arya (1993)   (Correct)
19   Eukaryotic Promoter Recognition - Fickett, Hatzigeorgiou (1997)   (Correct)
19   Simultaneous Registration of Multiple Range Views For Use In Reverse.. - Eggert, Fitzgibbon, al. (1996)   (Correct)
18   Finding Salient Features for Personal Web Page Categories - Wulfekuhler, Punch (1997)   (Correct)
18   Genetic Programming for Image Analysis - Riccardo Poli (1996)   (Correct)
18   Locality-Preserving Hashing in Multidimensional Spaces - Indyk, Motwani, Raghavan, Vempala (1997)   (Correct)
18   The Analysis Of Moving Visual Patterns - Movshon, al. (1986)   (Correct)
18   Accounting for Boundary Effects in Nearest Neighbor Searching - Sunil Arya (1995)   (Correct)
18   On The Problem Of Local Minima In Backpropagation - Gori, Tesi (1992)   (Correct)
18   Metric Rectification for Perspective Images of Planes - Liebowitz, Zisserman (1998)   (Correct)
18   Classifiers: A Theoretical and Empirical Study - Buntine (1991)   (Correct)
18   Active Face Tracking and Pose Estimation in an Interactive Room - Darrell, Moghaddam, Pentland (1996)   (Correct)
17   Efficient Algorithms for Identifying Relevant Features - Almuallim, Dietterich (1992)   (Correct)
17   Advances in Kernel Methods - Support Vector Learning - Schölkopf, Burges, (Eds.) (1998)   (Correct)
17   Fast Learning VIEWNET Architectures for Recognizing 3-D Objects from.. - Bradski, Grossberg (1995)   (Correct)
17   The Power of Amnesia: Learning Probabilistic Automata with Variable.. - Ron, SINGER, TISHBY (1996)   (Correct)
17   Cross-Validation and the Bootstrap: Estimating the Error Rate of a.. - Efron, Tibshirani (1995)   (Correct)
17   A Neural System for the Recognition of Partially Occluded Objects in.. - Wiskott, von der Malsburg (1993)   (Correct)

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