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Tutorials/surveys/introductory articles (ordered by the degree of citation of authoritative articles)

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.

16315.4   Automatic Construction of Decision Trees from Data: A.. - Murthy (1997)   (Correct)
14092.7   The Maximum Clique Problem - Bomze, Budinich, Pardalos, Pelillo (1999)   (Correct)
9823.5   An Indexed Bibliography of Genetic Programming - Alander (1995)   (Correct)
8079.1   Machine Learning Research: Four Current Directions - Dietterich (1997)   (Correct)
7937.9   A Comprehensive Review of Production-Oriented Manufacturing Cell.. - Joines, King, Culbreth (1996)   (Correct)
7629.0   Attractors In Recurrent Behavior Networks - Goetz (1997)   (Correct)
7274.1   Mathematical Programming for Data Mining: Formulations and Challenges - Bradley, Fayyad, Mangasarian (1998)   (Correct)
7262.0   Control of Selective Perception Using Bayes Nets and Decision Theory - Rimey (1993)   (Correct)
7116.4   Symbolic Artificial Intelligence And Numeric Artificial Neural.. - Honavar (1994)   (Correct)
6907.9   A Theory of Networks for Approximation and Learning - Poggio, Girosi (1989)   (Correct)
6870.6   MLnet Summer School on Machine Learning and Knowledge Acquisition.. - Buntine   (Correct)
6788.3   Prototype Selection for Composite Nearest Neighbor Classifiers - Skalak (1995)   (Correct)
6690.7   Markovian Models for Sequential Data - Bengio (1999)   (Correct)
6686.6   Motion Analysis by the RHT Method in Computer Vision - Kälviäinen (1992)   (Correct)
6501.8   Neuro-Fuzzy Modeling and Control - Jang, Sun (1995)   (Correct)
6353.3   Gradient-Based Learning Applied to Document Recognition - Lecun, Bottou, Bengio, Haffner (1998)   (Correct)
6191.8   Optimization and global minimization methods suitable for neural.. - Duch, Korczak (1998)   (Correct)
5938.2   Computational Geometry for Document Analysis - Toussaint (1994)   (Correct)
5817.6   Randomized Hough Transform: New Extensions - Kälviäinen (1994)   (Correct)
5737.2   A Theory of Multiple Classifier Systems And Its Application to Visual .. - Ho (1992)   (Correct)
5708.6   The Living Machine Initiative - Weng (1996)   (Correct)
5684.6   Performance measures for Wavelet-based Segmentation Algorithms - Fatemi-Ghomi (1997)   (Correct)
5676.8   Graph Transformation for Specification and Programming - Andries, Engels, Habel, Hoffmann.. (1996)   (Correct)
5600.6   The Omnipresence of Case-Based Reasoning in Science and Application - Aha (1998)   (Correct)
5576.9   A Framework for Control of a Camera Head - Andersen (1996)   (Correct)
5408.1   Output-Sensitive Construction Of Convex Hulls - Chan (1995)   (Correct)
5382.5   Representation is Representation of Similarities - Edelman (1996)   (Correct)
5252.3   Selection of Relevant Features and Examples in Machine Learning - Blum, Langley (1997)   (Correct)
5251.7   Experiments in Competence Acquisition for Autonomous Mobile Robots - Nehmzow (1992)   (Correct)
5232.1   Data Mining using MLC++ - A Machine Learning Library in C++ - Kohavi, Sommerfield, Dougherty (1997)   (Correct)
5169.0   Applications of Abduction: Knowledge-Level Modeling - Menzies (1996)   (Correct)
5075.7   Complements to 'Pattern Recognition and Neural Networks' - Ripley (1996)   (Correct)
5000.4   A Genetic Algorithm Approach to Compaction, Bin Packing, and Nesting.. - Goodman, Tetelbaum, Kureichik (1994)   (Correct)
4933.1   Abstraction in Control Learning - Yee (1992)   (Correct)
4821.5   Discrete Geometric Shapes: Matching, Interpolation, and.. - Alt, Guibas (1996)   (Correct)
4811.0   Receptive Field Weighted Regression - Schaal, Atkeson (1997)   (Correct)
4790.1   Constructive Incremental Learning From Only Local Information - Schaal, Atkeson (1997)   (Correct)
4758.6   An Investigation Of Feedforward Neural Networks With Respect To The.. - Germano Crispim Vasconcelos (1995)   (Correct)
4580.6   DistAl: An Inter-pattern Distance-based Constructive Learning.. - Yang, Parekh, Honavar (1997)   (Correct)
4557.5   Adaptive Perceptual Pattern Recognition by Self-Organizing Neural.. - Marshall (1995)   (Correct)
4493.3   Large Vocabulary Recognition of On-line Handwritten Cursive Words - Seni (1995)   (Correct)
4484.5   A Multifractal Wavelet Model with Application to Network Traffic - Riedi, Crouse, Ribeiro, Baraniuk (1998)   (Correct)
4426.0   Large Vocabulary Continuous Speech Recognition: a Review - Young (1996)   (Correct)
4361.3   Computational Geometry and Computer Vision - Toussaint (1991)   (Correct)
4331.7   Relative Neighborhood Graphs and Their Relatives - Jaromczyk, Toussaint (1992)   (Correct)
4329.3   Epipolar Geometry and Linear Subspace Methods: A New Approach to Weak .. - Ponce, Genc (1996)   (Correct)
4326.1   Integrating Multiple Learning Strategies in First Order Logics - Giordana, Neri, al. (1997)   (Correct)
4315.4   Esprit Bra Iii Project Nat 7130 - Number March   (Correct)
4299.1   Applications of Abduction #2: Knowledge-Level Modeling - Menzies (1995)   (Correct)
4296.9   Research Topics for Graduate Students - Science, York (1994)   (Correct)
4278.3   Toward Learning Systems That Integrate Different Strategies and.. - Vasant Honavar (1994)   (Correct)
4116.6   Pattern Discovery In Sequence Databases: Algorithms And Applications.. - Chirn (1997)   (Correct)
4057.0   Eye Movements in Visual Cognition: A Computational Study - Rao, Zelinsky, Hayhoe, Ballard (1997)   (Correct)
4030.5   Feature Extraction Methods For Character Recognition - A Survey - Trier, Jain, Taxt (1995)   (Correct)
4019.6   Data Mining and Knowledge Discovery: A Review of Issues and a.. - Michalski, Kaufman (1997)   (Correct)
4017.9   A Theory Of Document Object Locator Combination - Soh (1998)   (Correct)
3934.1   Information Dynamics In Physiological Control Systems - Rezek (1997)   (Correct)
3928.2   Connectionist Probability Estimators in HMM Speech Recognition - Renals, Morgan, Bourlard, Cohen.. (1994)   (Correct)
3923.6   On the Correspondence between Neural Folding Architectures and Tree.. - Küchler (1998)   (Correct)
3913.6   Some Topics in Neural Networks and Control - Sontag (1993)   (Correct)
3909.1   Unsupervised Learning from Dyadic Data - Hofmann, al. (1998)   (Correct)
3885.9   Wavelets and Digital Image Processing - Maaß, Stark (1994)   (Correct)
3882.8   Modelling Functions From Sample Data With Classification Applications - Saarinen (1994)   (Correct)
3879.6   Generative Learning Structures and Processes for Generalized.. - Honavar, Uhr (1989)   (Correct)
3867.1   Connectionist Learning Architecture Based on an Optical Thin-Film.. - Xiaodong Li (1997)   (Correct)
3846.0   Generating Markov Random Field Image Analysis Systems From Examples - Milun (1995)   (Correct)
3789.6   On the approximability of minimizing nonzero variables or unsatisfied .. - Amaldi, Kann (1997)   (Correct)
3783.9   Semantic Feature Extraction From Technical Texts With Limited Human.. - Agarwal (1995)   (Correct)
3755.9   A survey of fuzzy clustering algorithms for pattern recognition - Baraldi, Blonda (1998)   (Correct)
3731.8   An Image Database Browser that Learns From User Interaction - Minka (1996)   (Correct)
3722.8   Multitask Learning - Caruana (1997)   (Correct)
3700.8   Small Sample Statistics for Classification Error Rates I: Error Rate.. - Martin, Hirschberg (1996)   (Correct)
3669.6   A Neural Network Based Hybrid System for Detection, Characterization.. - Ghosh, Deuser, Beck (1992)   (Correct)
3667.8   Document Analysis And Recognition By Computers - Tang, Cheriet, Liu, Said, Suen   (Correct)
3665.5   Fuzzy Finite-state Automata Can Be Deterministically Encoded into.. - Omlin, Thornber, Giles (1998)   (Correct)
3654.4   FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization .. - Faloutsos, Lin (1995)   (Correct)
3608.5   Partial Surface and Volume Matching in Three Dimensions - Barequet, Sharir (1994)   (Correct)
3578.6   On Neurobiological, Neuro-Fuzzy, Machine Learning and Statistical.. - Joshi, Ramakrishnan, Houstis, Rice (1997)   (Correct)
3562.4   Genetic Programming in Europe - Langdon, Poli (1997)   (Correct)
3468.0   Digital Analog Simulation Of Uniform Motion In Representations Of.. - Shende (1991)   (Correct)
3467.5   Promises and Challenges of Evolvable Hardware - Yao (1996)   (Correct)
3421.6   Learning Deformable Models for Tracking Human Motion - Baumberg (1995)   (Correct)
3416.0   Pattern-Driven Automatic Parallelization - Christoph W. Keßler (1996)   (Correct)
3400.2   Data Mining using MLC++ - Kohavi, Sommerfield, Dougherty (1996)   (Correct)
3339.0   Recursive Estimation of Time-Varying Motion and Structure Parameters - Barron, Eagleson (1995)   (Correct)
3303.3   Computer Science Toward Target Verification Through 3-D Model-Based.. - Beveridge, Stevens, Schwickerath (1996)   (Correct)
3280.6   Shock Graphs and Shape Matching - Siddiqi, Shokoufandeh, Dickinson.. (1998)   (Correct)
3278.6   Probabilistic Inference from Arbitrary Uncertainty using Mixtures of.. - Ruiz, al. (1998)   (Correct)
3274.8   A Probabilistic Framework for Memory-Based Reasoning - Kasif, Salzberg, Waltz, Rachlin, Aha (1998)   (Correct)
3249.1   Successes And Failures Of Backpropagation: A Theoretical Investigation - Frasconi, Gori, Tesi   (Correct)
3235.5   Continuous-based Heuristics for Graph and Tree Isomorphisms, with.. - Pelillo, Siddiqi, Zucker (1999)   (Correct)
3235.0   Cyclostationary And Higher-Order Statistical Signal Processing.. - McCormick (1998)   (Correct)
3207.1   Methods of Combining Multiple Classifiers with Different Features and .. - Chen, Wang, Chi (1997)   (Correct)
3196.3   A Statistical Perspective on Knowledge Discovery in Databases - Elder, IV, Pregibon (1996)   (Correct)
3179.3   Practical Use of Graph Rewriting - Dorothea Blostein, Hoda Fahmy, Ann.. (1995)   (Correct)
3163.3   Bayesian Network Classifiers. - Friedman, Geiger, Goldszmidt (1997)   (Correct)
3156.8   A Survey on Chinese Speech Recognition - Fu, Lee, Clubb (1996)   (Correct)
3149.9   Perceptual Learning from Cross-Modal Feedback - de Sa   (Correct)
3143.8   Finding Naked People - Forsyth, Fleck (1996)   (Correct)
3143.3   Vector Quantization with Complexity Costs - Buhmann, Kühnel (1993)   (Correct)
3137.1   Combining Linear Discriminant Functions with Neural Networks for.. - Chen, Yu, Chi (1997)   (Correct)
3103.7   Discrimination and Classification - Langaas (1995)   (Correct)
3100.1   Synchronization and Desynchronization in a Network of Locally Coupled .. - Campbell, Wang (1996)   (Correct)
3056.3   Hybridised Genetic Algorithm and K-Nearest Neighbour for Rainfall.. - Lam (1993)   (Correct)
3012.5   Representation of Finite State Automata in Recurrent Radial Basis.. - Frasconi, Gori, Maggini, Soda (1996)   (Correct)
3012.2   Fuzzy Genetic Algorithms: Issues and Models - Herrera, Lozano   (Correct)
3004.1   Two Algorithms for Nearest-Neighbor Search in High Dimensions - Kleinberg (1997)   (Correct)
3002.8   GA-MINER: Parallel Data Mining with Hierarchical Genetic Algorithms - .. - Flockhart (1995)   (Correct)
2997.1   An Overview of Genetic Algorithms: Part 1, Fundamentals - Beasley, Bull, Martin (1993)   (Correct)
2986.2   Vision Based Inspection - Ghosh (1994)   (Correct)
2975.2   Gated Modular Neural Networks for Control Oriented Modelling - Roncoy Peter   (Correct)
2967.6   Time in Connectionist Models - Chappelier, Gori, Grumbach   (Correct)
2947.5   The Evolutionary Self-Structuring Classifier - Sherrah (1996)   (Correct)
2943.2   Classification Of Spatio-Temporal Patterns With Applications To.. - Ghosh, Deuser (1995)   (Correct)
2930.2   Applications Of Wavelet Transforms In Pattern Recognition And.. - Chen (1999)   (Correct)
2926.4   Shape from Rotation - Szeliski (1990)   (Correct)
2907.5   Visual Schemas in Neural Networks for Object Recognition and Scene.. - Leow, Miikkulainen (1997)   (Correct)
2906.7   Noisy Time Series Prediction using Symbolic Representation and.. - Lawrence (1997)   (Correct)
2874.2   Automatic Subspace Clustering of High Dimensional Data for Data.. - Agrawal, Gehrke, Gunopulos, Raghavan (1998)   (Correct)
2871.1   Convexity Problems on Meshes with Multiple Broadcasting - Bhagavathi, Olariu, Schwing, Shen.. (1992)   (Correct)
2854.0   Software Process Validation: Quantitatively Measuring the.. - Cook, Wolf (1996)   (Correct)
2843.2   Co-Learning in Differential Games - John W. Sheppard   (Correct)
2826.5   Evaluation of Pattern Classifiers for Fingerprint and OCR Applications - Blue, Candela, Grother, Chellappa.. (1993)   (Correct)
2822.5   A Study of Image Indexing Techniques for Multimedia Database Systems - Niu, Özsu, Li (1995)   (Correct)
2817.0   Constant-Time Convexity Problems on Reconfigurable Meshes - Bokka, Gurla, Olariu, Schwing (1995)   (Correct)
2803.6   Using Generative Models for Handwritten Digit Recognition - Revow, Williamsy, Hinton (1996)   (Correct)
2800.1   In Memoriam Woodrow Wilson Bledsoe - Boyer, Browne, Misra   (Correct)
2791.7   Practicing Vision: Integration, Evaluation and Applications - Jain, Dorai (1997)   (Correct)
2769.3   Affective Computing - Picard (1995)   (Correct)
2763.2   On a Kernel-based Method for Pattern Recognition, Regression.. - Smola, Schölkopf (1997)   (Correct)
2761.2   How to Use Expert Advice - Cesa-Bianchi, Freund, Haussler.. (1997)   (Correct)
2757.6   A Neural Network Architecture for Syntax Analysis - Chen, Honavar   (Correct)
2745.7   Generalization Performance of Regularization Networks and Support.. - Williamson, Smola, Schölkopf (1998)   (Correct)
2742.2   LAFTER: Lips and Face Real Time Tracker with Facial Expression.. - Oliver, Pentland, Bérard (1997)   (Correct)
2728.2   Metric Entropy and Minimax Risk in Classification - Haussler, Opper   (Correct)
2723.7   Pattern classification - Denoeux (1996)   (Correct)
2720.6   Pairwise Data Clustering by Deterministic Annealing - Hofmann, Buhmann (1997)   (Correct)
2711.4   The Mesh with Hybrid Buses: An Efficient Parallel Architecture for.. - Lin, Olariu, Schwing, Wang   (Correct)
2680.9   Face Recognition: A Convolutional Neural Network Approach - Lawrence, Giles, Tsoi, Back (1997)   (Correct)
2679.2   How are three-dimensional objects represented in the brain? - Bülthoff, al. (1994)   (Correct)
2669.6   The sample complexity of pattern classification with neural networks: .. - Bartlett (1997)   (Correct)
2650.2   Ecological Robotics - Duchon, al. (1994)   (Correct)
2648.5   Occam's Two Razors: The Sharp and the Blunt - Domingos (1998)   (Correct)
2623.3   Constant-Time Algorithms for Constrained Triangulations on.. - Bokka, Gurla, Olariu, Schwing   (Correct)
2612.1   A Study of the Use and Evaluation of Confidence Measures in Automatic .. - Williams (1998)   (Correct)
2600.8   Equivalence in Knowledge Representation: Automata, Recurrent Neural.. - Omlin, Giles, Thornber (1998)   (Correct)
2587.3   Symbolical Reasoning about Numerical Data: A Hybrid Approach - Herrmann (1997)   (Correct)
2586.7   Using Taxonomy, Discriminants, and Signatures for Navigating in Text.. - Soumen Chakrabarti (1997)   (Correct)
2575.3   Improvements on Bottleneck Matching and Related Problems Using.. - Efrat, Itai, Katz (1996)   (Correct)
2567.7   Some Mathematical Aspects of Information Technology: Fixed Points and .. - Seda (1996)   (Correct)
2559.9   The geometry of graphs and some of its algorithmic applications - Linial, London, Rabinovich (1994)   (Correct)
2555.5   Decision Making In Genetic Algorithms: A Signal-To-Noise Perspective - Kargupta, Goldberg (1994)   (Correct)
2554.5   Problems in Communication Network Design and Location Planning; New.. - Gupta (1996)   (Correct)
2553.2   Flexible Syntactic Matching of Curves and its Application to.. - Yoram Gdalyahu   (Correct)
2551.6   Incremental Concept Learning for Bounded Data Mining - Case, Jain, Lange, Zeugmann (1997)   (Correct)
2550.0   SCAN: A Scalable Model of Attentional Selection - Postma, van den Herik, Hudson   (Correct)
2537.4   Scale-Space has been discovered in Japan - Weickert, al. (1997)   (Correct)
2527.6   Probabilistic Visual Learning for Object Representation - Moghaddam, Pentland (1996)   (Correct)
2524.4   A Real-time Matching System for Large Fingerprint Databases - Ratha, al. (1996)   (Correct)
2524.2   Computational Geometry I - Lee (1996)   (Correct)
2522.2   Segmentation from Motion: Combining Gabor- and Mallat-Wavelets to.. - Wiskott   (Correct)
2522.1   Developments of the Generative Topographic Mapping - Bishop, Svensén, Williams (1998)   (Correct)
2520.2   Probabilistic Reasoning As Information Compression By Multiple.. - Wolff (1998)   (Correct)
2508.0   Minimax Entropy Principle and Its Application to Texture Modeling - Zhu, Wu, Mumford (1997)   (Correct)
2505.5   Unsupervised Texture Segmentation in a Deterministic Annealing.. - Hofmann, Puzicha, Buhmann (1998)   (Correct)
2504.2   A Tutorial on Support Vector Machines for Pattern Recognition - Burges (1998)   (Correct)
2497.2   Indexing Methods for Approximate Text Retrieval (Extended Abstract) - Baeza-Yates, al.   (Correct)
2489.5   Modular Neural Networks for Learning Context-Dependent Game Strategies - Boyan (1992)   (Correct)
2476.4   The Connection between Regularization Operators and Support Vector.. - Smola, Schölkopf, Müller (1998)   (Correct)
2476.0   Text Localisation and Handwriting Recognition - Ha, Kaufmann, Bunke (1996)   (Correct)
2473.4   Covering Points by Strips in the Plane - Agarwal, Procopiuc   (Correct)
2458.7   Attributed Tree Matching and Maximum Weight Cliques - Pelillo, Siddiqi, Zucker (1999)   (Correct)
2456.2   Document Categorization and Query Generation on the World Wide Web.. - Boley, Gini, Gross, Han, Hastings.. (1999)   (Correct)
2455.7   Pattern-Based Learning and Spatially-Oriented Concept Formation in a.. - Epstein, al. (1996)   (Correct)
2455.7   Pattern Recognition via Neural Networks - Ripley   (Correct)
2455.1   Forecasting Financial Time Series with Correlation Matrix Memories.. - Kustrin (1998)   (Correct)
2444.2   Compact Location Problems - Krumke, Marathe, Noltemeier.. (1997)   (Correct)
2431.2   Efficient Search for Approximate Nearest Neighbor in High Dimensional .. - Kushilevitz, Ostrovsky, Rabani (1998)   (Correct)
2423.6   Classification Driven Semantic Based Medical Image Indexing and.. - Liu, Dellaert, Rothfus (1998)   (Correct)
2418.4   Practical Prediction of Inductive Generalization by the Method of.. - Ruiz   (Correct)
2410.3   Sequences, Datalog and Transducers - Anthony Bonner (1995)   (Correct)
2409.7   Similarity-Based Models of Word Cooccurrence Probabilities - Dagan, Lee, Pereira (1999)   (Correct)
2409.6   Neural Networks For Control - Sontag (1993)   (Correct)
2406.2   Injecting Nondeterministic Finite State Automata into Recurrent.. - Frasconi, Gori, Soda (1993)   (Correct)
2406.2   A first approach to a Taxonomy of Fuzzy-Neural Systems - Magdalena (1995)   (Correct)
2405.6   Parallel Cooperative Classifier Systems: A proposal for a unifying.. - Antonella Giani (1997)   (Correct)
2402.9   Designing Parallel Computers for Self Organizing Maps - Nordström (1992)   (Correct)
2401.9   An integrated approach to the study of object features in visual.. - Intrator, Edelman, Bülthoff (1995)   (Correct)

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