Home     Top: Machine Learning: Neural Networks    [Case-based Learning   Fuzzy Systems   Genetic Algorithms   Neural Networks   Pattern Recognition   Reinforcement Learning   Rule Based Systems   Vision]

Change ordering:   Authority   Hubs (tutorials)   Date   Expected authority       Show abstracts
Ordered by the number of citations

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.

373   Complements to 'Pattern Recognition and Neural Networks' - Ripley (1996)   (Correct)
286   An information-maximization approach to blind separation and blind.. - Bell, Sejnowski (1995)   (Correct)
200   A Tutorial on Support Vector Machines for Pattern Recognition - Burges (1998)   (Correct)
171   Minimizing Conflicts: A Heuristic Repair Method for.. - Minton, Johnston, Philips, Laird (1992)   (Correct)
163   Recursive Distributed Representations - Pollack (1990)   (Correct)
155   Neural Network-Based Face Detection - Rowley, Baluja, Kanade (1996)   (Correct)
155   A Measurement-based Admission Control Algorithm for Integrated.. - Jamin, Danzig, Shenker, Zhang (1995)   (Correct)
114   Solving Multiclass Learning Problems via Error-Correcting Output Codes - Dietterich, al. (1995)   (Correct)
98   When Networks Disagree: Ensemble Methods for Hybrid Neural Networks - Perrone, Cooper (1993)   (Correct)
86   Factorial Hidden Markov Models - Zoubin Ghahramani, Michael I. Jordan (1997)   (Correct)
78   An Evaluation of Statistical Approaches to Text Categorization - Yang (1998)   (Correct)
75   Face Recognition by Elastic Bunch Graph Matching - Wiskott, Fellous, Krüger, von der.. (1996)   (Correct)
71   Hierarchically classifying documents using very few words - Koller, Sahami (1997)   (Correct)
67   Evolution of Homing Navigation in a Real Mobile Robot - Floreano, Mondada (1996)   (Correct)
66   Learning and development in neural networks: The importance of.. - Elman (1993)   (Correct)
66   Error-Correcting Output Coding Corrects Bias and Variance - Kong, Dietterich (1995)   (Correct)
63   The wake-sleep algorithm for unsupervised neural networks - Hinton, Dayan, Frey, Neal (1995)   (Correct)
63   GTM: The Generative Topographic Mapping - Bishop, al. (1998)   (Correct)
61   When Will a Genetic Algorithm Outperform Hill Climbing? - Mitchell, Holland, Forrest (1993)   (Correct)
61   Neural Network Exploration Using Optimal Experiment Design - Cohn (1994)   (Correct)
61   Theory Refinement on Bayesian Networks - Buntine (1991)   (Correct)
60   The sample complexity of pattern classification with neural networks: .. - Bartlett (1997)   (Correct)
59   Knowledge-Based Artificial Neural Networks - Towell, Shavlik (1994)   (Correct)
59   Face Recognition Under Varying Pose - Beymer (1993)   (Correct)
56   A Guide to the Literature on Learning Probabilistic Networks From Data - Buntine (1996)   (Correct)
54   An Efficient Gradient-Based Algorithm for On-Line Training of.. - Williams, Peng (1990)   (Correct)
54   Active Learning with Statistical Models - Cohn, Ghahramani, Jordan (1996)   (Correct)
54   Empirical Support for Winnow and Weighted-Majority Algorithms.. - Blum (1995)   (Correct)
53   Gradient Calculations for Dynamic Recurrent Neural Networks: A Survey - Pearlmutter (1995)   (Correct)
53   Automatic Creation of an Autonomous Agent: Genetic Evolution of a.. - Floreano, Mondada (1994)   (Correct)
52   A Practical Bayesian Framework for Backprop Networks - MacKay (1992)   (Correct)
52   Challenges in Evolving Controllers for Physical Robots - Mataric, Cliff (1996)   (Correct)
51   Sparse coding with an overcomplete basis set: A strategy employed by.. - Olshausen, Field (1998)   (Correct)
51   GENET: A Connectionist Architecture for Solving Constraint.. - Davenport, Tsang, Wang, Zhu (1994)   (Correct)
50   Natural Gradient Works Efficiently in Learning - Amari (1998)   (Correct)
49   Improving Generalization with Active Learning - Cohn, Atlas, al. (1992)   (Correct)
49   Combining estimates in regression and classification - LeBlanc, Tibshirani (1993)   (Correct)
49   Analog Computation Via Neural Networks - Siegelmann, Sontag (1994)   (Correct)
48   Neural Network Synthesis Using Cellular Encoding And The Genetic.. - Frédéric Gruau (1994)   (Correct)
47   Competitive Environments Evolve Better Solutions for Complex Tasks - Angeline, Pollack (1993)   (Correct)
47   Non linear neurons in the low noise limit: a factorial code maximizes .. - Nadal (1994)   (Correct)
47   Similarity Metric Learning for a Variable-Kernel Classifier - Lowe (1995)   (Correct)
47   A Simple Weight Decay Can Improve Generalization - Krogh (1992)   (Correct)
46   Generating Accurate and Diverse Members of a Neural-Network Ensemble - Opitz, al. (1996)   (Correct)
43   Keeping Neural Networks Simple by Minimizing the Description Length.. - Hinton (1993)   (Correct)
42   Feature Subset Selection Using A Genetic Algorithm - Yang, Honavar (1998)   (Correct)
41   Biological Metaphors and the Design of Modular Artificial Neural.. - Boers, Kuiper (1992)   (Correct)
41   How To Evolve Autonomous Robots: Different Approaches In Evolutionary .. - Nolfi, Floreano, Miglino, Mondada (1994)   (Correct)
41   The principal components of natural images - Hancock, Baddeley, Smith (1991)   (Correct)
41   Population Based Incremental Learning: A Method for Integrating.. - Baluja (1994)   (Correct)
41   A Minimum Description Length Framework for Unsupervised Learning - Zemel (1993)   (Correct)
40   Combining Simulated Annealing with Local Search Heuristics - Martin, Otto (1996)   (Correct)
40   An Experimental and Theoretical Comparison of Model Selection Methods - Kearns, Mansour, Ng, Ron (1995)   (Correct)
40   Packet Routing in Dynamically Changing Networks: A Reinforcement.. - Boyan, Littman (1994)   (Correct)
40   Back Propagation is Sensitive to Initial Conditions - Kolen, Pollack (1990)   (Correct)
39   Convergence results for the EM approach to mixtures of experts.. - Jordan, Xu (1993)   (Correct)
38   Soccer Server: a tool for research on multi-agent systems - Noda, Matsubara, Hiraki, Frank (1997)   (Correct)
38   Mixtures of Controllers for Jump Linear and Non-linear Plants - Cacciatore (1994)   (Correct)
36   A General Result on the Stabilization of Linear Systems Using Bounded .. - Sussmann, Sontag, Yang (1994)   (Correct)
36   Error-Correcting Output Codes: A General Method for Improving.. - Dietterich, Bakiri (1991)   (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   Exploiting Tractable Substructures in Intractable Networks - Saul, Jordan (1995)   (Correct)
34   Coevolving High-Level Representations - Angeline (1994)   (Correct)
34   Monte Carlo Implementation of Gaussian Process Models for Bayesian.. - Neal (1997)   (Correct)
34   Probable networks and plausible predictions - a review of practical.. - MacKay   (Correct)
33   Independent Component Analysis Using an Extended Infomax Algorithm.. - Lee (1997)   (Correct)
33   A Unifying Information-theoretic Framework for Independent Component.. - Lee, Girolami, Bell, Sejnowski (1999)   (Correct)
33   AntFarm: Towards Simulated Evolution - Robert J. Collins, David R. Jefferson (1991)   (Correct)
32   On Convergence Properties of the EM Algorithm for Gaussian Mixtures - Xu, Jordan (1996)   (Correct)
32   Optimal Prefetching via Data Compression - Vitter (1991)   (Correct)
32   Map Learning and High-Speed Navigation in RHINO - Thrun, Bücken, Burgard, Fox.. (1998)   (Correct)
31   On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach - Salzberg (1997)   (Correct)
31   Fast Exact Multiplication by the Hessian - Pearlmutter (1994)   (Correct)
31   Efficient Approximations for the Marginal Likelihood of Bayesian.. - Chickering, Heckerman (1996)   (Correct)
30   Evolving Mobile Robots in Simulated and Real Environments - Miglino, Lund, Nolfi (1996)   (Correct)
30   Learning and Evolution in Neural Networks - Nolfi, Elman, Parisi (1990)   (Correct)
29   Extraction of Rules from Discrete-Time Recurrent Neural Networks - Omlin, Giles (1996)   (Correct)
28   Toward an Evolvable Model of Development for Autonomous Agent.. - Dellaert, Beer (1994)   (Correct)
28   Flexible Discriminant Analysis by Optimal Scoring - Hastie, Tibshirani, Buja (1993)   (Correct)
28   Rotation Invariant Neural Network-Based Face Detection - Rowley, Baluja, Kanade (1998)   (Correct)
28   Bayesian Methods for Adaptive Models - MacKay (1992)   (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)
27   A Framework for Combining Symbolic and Neural Learning - Shavlik (1992)   (Correct)
27   Comparative Experiments on Disambiguating Word Senses: An.. - Mooney (1996)   (Correct)
26   Training Knowledge-Based Neural Networks to Recognize Genes in DNA.. - Noordewier, Towell, Shavlik (1991)   (Correct)
26   Evolutionary Algorithms for Neural Network Design and Training - Branke (1995)   (Correct)
25   Holographic Reduced Representations - Plate (1995)   (Correct)
25   Networks of Spiking Neurons: The Third Generation of Neural Network.. - Maass (1996)   (Correct)
24   Sequencing Run-Time Reconfigured Hardware with Software - Wirthlin (1996)   (Correct)
24   Learning Maps for Indoor Mobile Robot Navigation - Thrun, Bücken (1998)   (Correct)
24   Evolutionary Design of Neural Architectures - A Preliminary Taxonomy.. - Balakrishnan, Honavar (1995)   (Correct)
24   High-Performance Job-Shop Scheduling With A Time-Delay TD(lambda).. - Zhang, Dietterich (1995)   (Correct)
23   Integrating Grid-Based and Topological Maps for Mobile Robot.. - Thrun, Bücken (1996)   (Correct)
23   Blind Separation Of Convolved Sources Based On Information.. - Torkkola (1996)   (Correct)
23   Simulated Annealing for Hard Satisfiability Problems - Spears (1993)   (Correct)
23   Neural Networks and Statistical Models - Sarle (1994)   (Correct)
22   Neural Network Ensembles, Cross Validation, and Active Learning - Krogh, al. (1995)   (Correct)
22   Explanation-Based Neural Network Learning for Robot Control - Mitchell, Thrun (1993)   (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   On Group Communication in Large-Scale Distributed Systems - Babaoglu, Schiper (1994)   (Correct)
21   Selecting Input Variables Using Mutual Information and Nonparametric.. - Bonnlander, Weigend (1996)   (Correct)
21   A Model of Saliency-based Visual Attention for Rapid Scene Analysis - Itti (1998)   (Correct)
21   Comparison Of Learning Algorithms For Handwritten Digit Recognition - LeCun, Jackel, Bottou, Brunot.. (1995)   (Correct)
21   A Generic Neural Network Approach For Constraint Satisfaction Problems - Tsang, Wang (1992)   (Correct)
20   A Distributed Reinforcement Learning Scheme for Network Routing - Littman, Boyan (1993)   (Correct)
20   Improved Gaussian Mixture Density Estimates Using Bayesian Penalty.. - Ormoneit, Tresp (1995)   (Correct)
20   Learning long-term dependencies in NARX recurrent neural networks - Lin, Horne, Tino, Giles (1996)   (Correct)
19   Comparative Bibliography of Ontogenic Neural Networks - Fiesler (1994)   (Correct)
19   Exploration and Model Building in Mobile Robot Domains - Thrun (1993)   (Correct)
19   Multitask Learning: A Knowledge-Based Source of Inductive Bias - Caruana (1993)   (Correct)
19   Classification Using Hierarchical Mixtures Of Experts - Waterhouse, Robinson (1994)   (Correct)
19   An Overview of Strategies for Neurosymbolic Integration - Hilario (1995)   (Correct)
19   Connectionist Theory Refinement: Genetically Searching the Space of.. - Opitz, al. (1997)   (Correct)
19   A Personal News Service based on a User Model Neural Network - Jennings, Higuchi (1992)   (Correct)
19   Incremental Evolution of Neural Network Architectures for Adaptive.. - Cliff (1993)   (Correct)
18   On the Analysis of Pattern Sequences by Self-Organizing Maps - Kangas (1994)   (Correct)
18   Prediction of human mRNA donor and acceptor sites from the DNA.. - Brunak, Engelbrecht, Knudsen (1991)   (Correct)
18   Genetic Set Recombination and its Application to Neural Network.. - Radcliffe (1993)   (Correct)
18   Skin-Color Modeling and Adaptation - Yang, Lu, Waibel (1997)   (Correct)
18   On The Problem Of Local Minima In Backpropagation - Gori, Tesi (1992)   (Correct)
17   Incorporating Information From Syllable-length Time Scales Into.. - Wu (1998)   (Correct)
17   Finiteness Results for Sigmoidal "Neural" Networks - Macintyre, Sontag (1993)   (Correct)
17   Neural-Network Based Measures Of Confidence For Word Recognition - Weintraub, Beaufays, Rivlin, Konig.. (1997)   (Correct)
17   Generating Fuzzy Rules from Examples using Genetic Algorithms - Herrera, Lozano, VERDEGAY (1995)   (Correct)
17   Blind Source Separation of Real World Signals - Lee, Bell (1997)   (Correct)
17   Fast Learning VIEWNET Architectures for Recognizing 3-D Objects from.. - Bradski, Grossberg (1995)   (Correct)
17   Integrating Inductive Neural Network Learning and Explanation-Based.. - Thrun, Mitchell (1993)   (Correct)
17   An incremental approach to developing intelligent neural network.. - Meeden (1995)   (Correct)
17   Agnostic PAC-Learning of Functions on Analog Neural Nets - Maass   (Correct)
17   Growing neural networks - Nolfi (1991)   (Correct)
17   Adaptive Sentence Boundary Disambiguation - Palmer, Hearst (1994)   (Correct)
17   The Inherent Cost of Strong-Partial View-Synchronous Communication - Babaoglu, Davoli, Giachini, Sabattini (1995)   (Correct)
17   Best-First Model Merging for Dynamic Learning and Recognition - Omohundro (1992)   (Correct)
16   Genetic Programming Approach to the Construction of a Neural Network.. - Lewis (1992)   (Correct)
16   Multitask Learning - Caruana (1997)   (Correct)
16   Using Marker-Based Genetic Encoding Of Neural Networks To Evolve.. - Fullmer (1991)   (Correct)
16   Fast Pruning Using Principal Components - Asriel Levin (1994)   (Correct)
16   Context-Dependent Classes in a Hybrid Recurrent Network-HMM Speech.. - Kershaw, Robinson, Hochberg (1995)   (Correct)
16   Modular Neural Networks for Learning Context-Dependent Game Strategies - Boyan (1992)   (Correct)
16   Stability Analysis Of Adaptive Blind Source Separation - Amari, Chen, Cichocki (1997)   (Correct)
16   Estimating Dependency Structure as a Hidden Variable - Meila, Jordan, Morris (1997)   (Correct)
16   Assessing Relevance Determination Methods Using DELVE - Neal (1998)   (Correct)
16   Global Optimization for Neural Network Training - Shang (1996)   (Correct)
16   Further Experience with Controller-Based Automatic Motion Synthesis.. - Auslander, Fukunaga, Partovi.. (1995)   (Correct)
15   Incremental Evolution of Complex General Behavior - Gomez (1997)   (Correct)
15   The Evolution of Emergent Computation - James Crutchfield (1995)   (Correct)
15   Representation and Evolution of Neural Networks - Mandischer (1993)   (Correct)
15   A Study of Experimental Evaluations of Neural Network Learning.. - Prechelt (1994)   (Correct)
15   Heuristically Expanding Knowledge-Based Neural Networks - Opitz (1993)   (Correct)
15   Training Second-Order Recurrent Neural Networks using Hints - Omlin, Giles (1992)   (Correct)
15   Neural Networks for Optimization Problems with Inequality Constraints .. - Ohlsson, Peterson, Söderberg (1993)   (Correct)
15   Dynamic Recurrent Neural Networks - Pearlmutter (1990)   (Correct)
15   Cellular Encoding for Interactive Evolutionary Robotics - Gruau, Quatramaran (1996)   (Correct)
15   Face Locating and Tracking for Human-Computer Interaction - Hunke, Waibel (1994)   (Correct)
14   A New Evolutionary System for Evolving Artificial Neural Networks - Yao (1996)   (Correct)
14   Is Machine Colour Constancy Good Enough? - Brian Funt (1998)   (Correct)
14   Selecting Neural Network Architectures via the Prediction Risk.. - Utans (1991)   (Correct)
14   Dynamically Adding Symbolically Meaningful Nodes to Knowledge-Based.. - Opitz, Shavlik (1995)   (Correct)
14   Designing Modular Artificial Neural Networks - Boers, Kuiper, Happel.. (1993)   (Correct)
14   Learning the Past Tense of English Verbs: The Symbolic Pattern.. - Ling (1994)   (Correct)
14   Constructive Learning of Recurrent Neural Networks: Limitations of.. - Giles, Chen, Sun, Chen, Lee, Goudreau (1993)   (Correct)
14   Statistical Evaluation of Neural Network Experiments: Minimum.. - Flexer (1994)   (Correct)
14   ADIC: An Extensible Automatic Differentiation Tool for ANSI-C - Bischof, Roh, Mauer (1997)   (Correct)
14   A comparison of some error estimates for neural network models - Tibshirani (1994)   (Correct)
14   From Isolation to Cooperation: An Alternative View of a System of.. - Schaal, Atkeson (1996)   (Correct)
14   Boosting And Naive Bayesian Learning - Elkan (1997)   (Correct)
14   Recursive algorithms for approximating probabilities in graphical.. - Jaakkola   (Correct)
14   Learning to Represent Codons: A Challenge Problem for Constructive.. - Craven, Shavlik (1993)   (Correct)
14   Bayesian Training of Backpropagation Networks by the Hybrid Monte.. - Neal (1993)   (Correct)
14   Artificial Intelligence and Intrusion Detection: Current and Future.. - Frank (1994)   (Correct)
14   Relational Learning Techniques for Natural Language Information.. - Califf (1998)   (Correct)
13   Variational Gaussian Process Classifiers - Gibbs, MacKay (1997)   (Correct)
13   Gaussian Processes for Bayesian Classification via Hybrid Monte Carlo - Barber (1997)   (Correct)
13   Human Emotion Recognition from Motion Using a Radial Basis Function.. - Rosenblum, Yacoob, Davis (1994)   (Correct)
13   Efficient Implementation of Gaussian Processes - Gibbs, MacKay (1997)   (Correct)
13   Graphical Models for Discovering Knowledge - Buntine (1995)   (Correct)
13   Wavelets Associated with Periodic Basis Functions - Narcowich, Ward   (Correct)
13   MANIAC: A Next Generation Neurally Based Autonomous Road Follower - Jochem, Pomerleau, Thorpe (1993)   (Correct)

CiteSeer - citeseer.org - Terms of Service - Privacy Policy - Copyright © 1997-2002 NEC Research Institute