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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)
13457.9   A Roadmap to Research on Bayesian Networks and other Decomposable.. - Chrisman (1998)   (Correct)
10974.3   Automated Learning of Load-Balancing Strategies For A Distributed.. - Mehra (1992)   (Correct)
10650.4   Prototype Selection for Composite Nearest Neighbor Classifiers - Skalak (1997)   (Correct)
9823.5   An Indexed Bibliography of Genetic Programming - Alander (1995)   (Correct)
9553.4   Regularization Theory and Neural Networks Architectures - Girosi, Jones, Poggio (1995)   (Correct)
8912.2   A Guide to the Literature on Learning Probabilistic Networks From Data - Buntine (1996)   (Correct)
8785.6   Reinforcement Learning: A Survey - Kaelbling, Littman, Moore (1996)   (Correct)
8546.0   Domain-Specific Knowledge Acquisition For Conceptual Sentence Analysis - Cardie (1994)   (Correct)
8490.8   Experiences with an Interactive Museum Tour-Guide Robot - Burgard, Cremers, Fox, Hähnel.. (1998)   (Correct)
8314.2   The Computational Processing of Intonational Prominence: A Functional .. - Nakatani (1997)   (Correct)
8290.6   Wrappers for Feature Subset Selection - Kohavi, John (1997)   (Correct)
7640.3   Learning Logical Exceptions In Chess - Bain (1994)   (Correct)
7405.6   Interior Point Methods for Combinatorial Optimization - Mitchell, Pardalos, Resende (1998)   (Correct)
7387.5   A Framework for Programming Embedded Systems: Initial Design and.. - Thrun (1998)   (Correct)
7274.1   Mathematical Programming for Data Mining: Formulations and Challenges - Bradley, Fayyad, Mangasarian (1998)   (Correct)
7272.5   Strategy Learning: A Survey Of Problems, Methods, And Architectures - Mehra, Wah (1998)   (Correct)
7140.6   Learning with Graphical Models - Buntine (1994)   (Correct)
6774.0   Symbiotic Evolution of Neural Networks in Sequential Decision Tasks - Moriarty (1997)   (Correct)
6773.3   A Survey of Methods for Scaling Up Inductive Algorithms - Provost, Kolluri (1999)   (Correct)
6772.5   Learning Situation-Specific Control In Multi-Agent Systems - Prasad (1997)   (Correct)
6714.6   An Integrated Survey of Project Scheduling - Kolisch, Padman (1997)   (Correct)
6690.7   Markovian Models for Sequential Data - Bengio (1999)   (Correct)
6144.3   Genetic Algorithms and Artificial Life - Mitchell, Forrest (1993)   (Correct)
6124.2   Soft Computing: the Convergence of Emerging Reasoning Technologies - Bonissone (1997)   (Correct)
5862.9   Evolutionary Artificial Neural Networks - Yao (1993)   (Correct)
5782.2   Knowledge Discovery in Databases - Wüthrich (1996)   (Correct)
5709.1   Methods for Global Organization of the Protein Sequence Space - Yona (1999)   (Correct)
5708.5   Automated Learning of Parametric Search Heuristics - Resource   (Correct)
5614.7   Data Mining: An Overview from a Database Perspective - Chen, Han, Yu (1996)   (Correct)
5600.6   The Omnipresence of Case-Based Reasoning in Science and Application - Aha (1998)   (Correct)
5561.2   Efficient Pruning Methods for Relational Learning - Fürnkranz (1994)   (Correct)
5517.3   Modeling Beliefs In Dynamic Systems - Friedman (1997)   (Correct)
5434.2   PALO: A Probabilistic Hill-Climbing Algorithm - Greiner (1996)   (Correct)
5311.6   Learning to Act using Real-Time Dynamic Programming - Barto, Bradtke, Singh (1995)   (Correct)
5252.3   Selection of Relevant Features and Examples in Machine Learning - Blum, Langley (1997)   (Correct)
5232.1   Data Mining using MLC++ - A Machine Learning Library in C++ - Kohavi, Sommerfield, Dougherty (1997)   (Correct)
5210.3   Relational Learning Techniques for Natural Language Information.. - Califf (1998)   (Correct)
5206.3   Dynamics of Arithmetic - A Connectionist View of Arithmetic Skills - Dallaway (1994)   (Correct)
5148.3   Using the Discriminability Based Transfer Algorithm to Selectively.. - Pratt   (Correct)
5075.7   Complements to 'Pattern Recognition and Neural Networks' - Ripley (1996)   (Correct)
5014.2   Multiagent Systems: A Survey from a Machine Learning Perspective - Stone, Veloso (1997)   (Correct)
4998.5   Connectionist Theory Refinement: Genetically Searching the Space of.. - Opitz, al. (1997)   (Correct)
4956.8   Discovering Problem Solutions With Low Kolmogorov Complexity and High .. - Schmidhuber (1994)   (Correct)
4933.1   Abstraction in Control Learning - Yee (1992)   (Correct)
4878.1   Using Multi-Strategy Learning to Improve Planning Efficiency and.. - Estlin (1998)   (Correct)
4811.0   Receptive Field Weighted Regression - Schaal, Atkeson (1997)   (Correct)
4798.4   Software Agents: A review - Green, Hurst, Nangle, Cunningham.. (1997)   (Correct)
4790.1   Constructive Incremental Learning From Only Local Information - Schaal, Atkeson (1997)   (Correct)
4785.9   Structured Concept Discovery: Theory and Methods - Conklin (1994)   (Correct)
4664.5   Bayesian Model Averaging - Hoeting, Madigan, Raftery, Volinsky (1998)   (Correct)
4644.8   Lifelong Learning: A Case Study - Thrun (1995)   (Correct)
4569.1   Annotated bibliography on research methodologies - Reich (1994)   (Correct)
4563.9   Unsupervised Neural Network Learning Procedures For Feature.. - Suzanna Becker, Mark Plumbley (1996)   (Correct)
4495.5   Maximum Entropy Models For Natural Language Ambiguity Resolution - Ratnaparkhi (1998)   (Correct)
4369.9   A Survey of Methods for Scaling Up Inductive Learning Algorithms - Provost, Kolluri (1997)   (Correct)
4326.1   Integrating Multiple Learning Strategies in First Order Logics - Giordana, Neri, al. (1997)   (Correct)
4278.3   Toward Learning Systems That Integrate Different Strategies and.. - Vasant Honavar (1994)   (Correct)
4276.1   Data Mining: Trends In Research And Development - Deogun, Raghavan, Sarkar, Sever (1996)   (Correct)
4268.8   Meta-Learning in Distributed Data Mining Systems: Issues and.. - Prodromidis, Chan, al. (2000)   (Correct)
4236.6   Convergence-Zone Episodic Memory: Analysis and Simulations - Moll, Miikkulainen (1997)   (Correct)
4213.2   Toward A Foundation of Disjunctive Logic Programming - Minker (1989)   (Correct)
4199.7   Natural Language Grammatical Inference with Recurrent Neural Networks - Lawrence, Giles, Fong (1998)   (Correct)
4141.6   Generalization-Based Data Mining in Object-Oriented Databases Using.. - Han, Nishio, Kawano, Wang (1998)   (Correct)
4132.5   Genetic Programming - Computers using "Natural Selection" to generate .. - Langdon, Qureshi (1995)   (Correct)
4121.6   Genetic Algorithms and Fuzzy Logic in Control Processes - Cordón, Herrera, .. (1995)   (Correct)
4117.2   Extracting Comprehensible Concept Representations from Trained Neural .. - Craven, Shavlik (1995)   (Correct)
4095.3   A Framework for Goal-Driven Learning - Ashwin Ram   (Correct)
4094.5   Separating Formal Bounds from Practical Performance in Learning.. - Cohn (1992)   (Correct)
4092.0   The Use Of Artificial Intelligence To Improve The Numerical.. - Schwabacher (1996)   (Correct)
4083.8   Knowledge-Based Artificial Neural Networks - Geoffrey Towell (1994)   (Correct)
4015.4   Planning, Learning and Coordination in Multiagent Decision Processes - Boutilier   (Correct)
3986.7   Integrating case-based learning and cognitive biases for machine.. - Cardie (1999)   (Correct)
3923.3   Using Neural Networks And Genetic Algorithms As Heuristics For.. - Spears (1989)   (Correct)
3879.6   Generative Learning Structures and Processes for Generalized.. - Honavar, Uhr (1989)   (Correct)
3869.5   Using experience in learning and problem solving - Koton (1989)   (Correct)
3845.8   On the Applicability of Neural Network and Machine Learning.. - Lawrence, Giles, Fong (1995)   (Correct)
3834.4   Learning to Extract Symbolic Knowledge from the World Wide Web - Craven, DiPasquo, Freitag, McCallum, .. (1998)   (Correct)
3795.5   Inductive Logic Programming for Natural Language Processing - Raymond Mooney (1997)   (Correct)
3789.6   On the approximability of minimizing nonzero variables or unsatisfied .. - Amaldi, Kann (1997)   (Correct)
3778.0   Relating Relational Learning Algorithms - David Aha (1992)   (Correct)
3753.4   Knowledge Acquisition and Learning by Experience - The Role of.. - Aamodt (1995)   (Correct)
3738.1   Approaches to the automatic discovery of patterns in biosequences - Brazma, Jonassen, Eidhammer, Gilbert (1997)   (Correct)
3719.5   A Guided Tour Across the Boundaries of Learning Recursive Languages - Zeugmann, Lange (1994)   (Correct)
3663.2   Neural Networks in Economics: Background, Applications and New.. - Herbrich, Keilbach, Graepel, al.   (Correct)
3648.4   A Unifying Review of Linear Gaussian Models - Sam Roweis (1997)   (Correct)
3627.2   Learning Action Strategies for Planning Domains - Khardon (1997)   (Correct)
3606.9   Multiplier-free Feedforward Networks - Khan   (Correct)
3596.0   An Introduction to Variational Methods for Graphical Methods - Jordan, Ghahramani, Jaakkola, Saul (1998)   (Correct)
3584.5   Towards Scaling Up Machine Learning: A Case Study with Derivational.. - Veloso, Carbonell   (Correct)
3578.6   On Neurobiological, Neuro-Fuzzy, Machine Learning and Statistical.. - Joshi, Ramakrishnan, Houstis, Rice (1997)   (Correct)
3577.6   Integrating ILP and EBL - Mooney, Zelle (1994)   (Correct)
3555.6   Introspective Multistrategy Learning - Cox (1993)   (Correct)
3543.4   Learning Parse and Translation Decisions From Examples With Rich.. - Hermjakob (1997)   (Correct)
3513.1   Different roles and mutual dependencies of data, information, and.. - Aamodt, Nygård (1995)   (Correct)
3505.5   Learning Search-Control Heuristics for Logic Programs: Applications.. - John Zelle (1993)   (Correct)
3500.8   Hidden State and Reinforcement Learning with Instance-Based State.. - Andrew Mccallum   (Correct)
3499.0   A Constructive Approach To Hybrid Architectures For Machine Learning - Fletcher (1994)   (Correct)
3482.5   Machine Learning as Massive Search - Segal (1997)   (Correct)
3480.2   Parts Feeding on a Conveyor with a One Joint Robot - Akella, Huang, Lynch, Mason (1999)   (Correct)
3477.4   Dynamic Automatic Model Selection - Brodley (1992)   (Correct)
3457.4   Towards Learning Dialogue Structures from Speech Data and Domain.. - Möller   (Correct)
3438.1   Multitask Learning - Caruana (1997)   (Correct)
3401.5   On Exploiting Knowledge and Concept Use in Learning Theory - Pitt   (Correct)
3401.1   A System for Induction of Oblique Decision Trees - Murthy, Kasif, Salzberg (1994)   (Correct)
3400.2   Data Mining using MLC++ - Kohavi, Sommerfield, Dougherty (1996)   (Correct)
3389.9   Receptive Fields and Maps in the Visual Cortex: Models of Ocular.. - Miller (1995)   (Correct)
3389.6   Spatial Data Mining: Progress and Challenges - Survey paper - Koperski, Adhikary, Han (1996)   (Correct)
3353.9   Active Storage for Large-Scale Data Mining and Multimedia - Riedel, Gibson, Faloutsos (1998)   (Correct)
3340.2   Toward a Model of Intelligence as an Economy of Idiots - Baum (1997)   (Correct)
3336.0   Small Sample Statistics for Classification Error Rates II: Confidence .. - Martin, Hirschberg (1996)   (Correct)
3329.1   Knowledge Representation in Machine Learning - Clark (1989)   (Correct)
3326.0   Dimensionality Reduction for Agent-Based Learning - Payne (1996)   (Correct)
3307.2   A Framework for Combining Symbolic and Neural Learning - Shavlik (1992)   (Correct)
3303.1   Multiple Predicate Learning in Two Inductive Logic Programming.. - De Raedt, Lavrac (1996)   (Correct)
3300.7   ROSA = Reuse of Object-oriented Specifications through Analogy: A.. - Tessem, Bjørnestad, Tornes.. (1994)   (Correct)
3280.9   Using Joint Actions To Explain Acknowledgments In Tutorial Discourse: .. - Brandle (1998)   (Correct)
3275.1   Map Learning and High-Speed Navigation in RHINO - Thrun, Bücken, Burgard, Fox.. (1998)   (Correct)
3265.5   A New Evolutionary System for Evolving Artificial Neural Networks - Yao (1996)   (Correct)
3252.8   Introspective Reasoning Using Meta-Explanations for Multistrategy.. - Ram, Cox (1994)   (Correct)
3209.4   Scalability Of Machine Learning Algorithms - Paliouras (1993)   (Correct)
3209.0   A Probabilistic Framework for Memory-Based Reasoning - Kasif, Salzberg, Waltz, Rachlin, Aha (1998)   (Correct)
3198.0   A Game-Learning Machine - Gherrity (1993)   (Correct)
3177.3   Flat Minima - Sepp Hochreiter, Jürgen Schmidhuber (1997)   (Correct)
3136.6   Minimizing Disagreement for Geometric Regions Using Dynamic.. - Fischer, Kwek (1996)   (Correct)
3134.2   Concept Acquisition by Autonomous Agents: Cognitive Modeling versus.. - Davidsson (1992)   (Correct)
3096.4   Learning to Solve Multiple Goals - Jonas Karlsson (1997)   (Correct)
3091.9   Hierarchical Bayesian-Kalman Models For Regularisation And ARD In.. - de Freitas, Niranjan, Gee (1998)   (Correct)
3064.3   A Machine Learning Approach to POS Tagging - Màrquez, Padró, Rodríguez (1998)   (Correct)
3034.3   Integrating Planning and Learning: The PRODIGY Architecture - Veloso, Carbonell, Perez, Borrajo.. (1995)   (Correct)
3019.4   Inductive Functional Programming Using Incremental Program.. - Olsson (1995)   (Correct)
3014.6   Case-Based Reasoning: Foundational Issues, Methodological Variations, .. - Aamodt, Plaza (1994)   (Correct)
3000.2   Active Storage for Large-Scale Data Mining and Multimedia Applications - Riedel, Gibson, Faloutsos (1998)   (Correct)
2998.4   Software for data analysis with graphical models - Buntine (1995)   (Correct)
2997.1   An Overview of Genetic Algorithms: Part 1, Fundamentals - Beasley, Bull, Martin (1993)   (Correct)
2995.3   Speciation as Automatic Categorical Modularization - Darwen, Yao (1997)   (Correct)
2973.7   Local Search for NP-Hard Problems - Frank (1997)   (Correct)
2931.0   What Size Neural Network Gives Optimal Generalization? Convergence.. - Lawrence, Giles, Tsoi (1996)   (Correct)
2926.4   Managing Complex Objects in Peirce - Ellis, Levinson, Robinson (1994)   (Correct)
2924.5   A `Microscopic' Study of Minimum Entropy Search in Learning.. - Xiang, Wong, Cercone (1995)   (Correct)
2919.8   An Introduction to Variational Methods for Graphical Models - Jordan, Ghahramani, Jaakkola, Saul (1998)   (Correct)
2905.1   Intelligent Diagnosis Systems - Balakrishnan, Honavar (1998)   (Correct)
2897.1   Bayesian Inductive Logic Programming - Muggleton (1994)   (Correct)
2884.1   Adaptive Retrieval Agents: Internalizing Local Context and Scaling up .. - Menczer, Belew (1999)   (Correct)
2874.2   Automatic Subspace Clustering of High Dimensional Data for Data.. - Agrawal, Gehrke, Gunopulos, Raghavan (1998)   (Correct)
2858.6   Abduction and Learning - Dimopoulos, Kakas (1996)   (Correct)
2843.7   Synthesizing Enumeration Techniques For Language Learning - Baliga, Case, Jain (1996)   (Correct)
2825.3   Crossover Non-linearity Ratios and the Genetic Algorithm: Escaping.. - Mason (1993)   (Correct)
2825.1   Clausal Discovery - De Raedt, Dehaspe (1996)   (Correct)
2813.0   Learning an Optimally Accurate Representation System - Greiner, Schuurmans (1994)   (Correct)
2806.0   Inductive Synthesis of Recursive Logic Programs: Achievements and.. - Flener, Yilmaz   (Correct)
2800.0   Methods for finding motifs in sets of related biosequences. - Jonassen (1996)   (Correct)
2799.0   The Schema Theorem and Price's Theorem - Altenberg (1995)   (Correct)
2792.5   Text Classification from Labeled and Unlabeled Documents using EM - Nigam, Mccallum, Thrun, Mitchell (1999)   (Correct)
2790.9   Individual Learning of Coordination Knowledge - Sen, Sekaran (1998)   (Correct)
2766.9   A Teaching Strategy for Memory-Based Control - John Sheppard (1997)   (Correct)
2761.2   How to Use Expert Advice - Cesa-Bianchi, Freund, Haussler.. (1997)   (Correct)
2760.6   An Approach to Learning Mobile Robot Navigation - Thrun (1995)   (Correct)
2753.7   Generalization and Generalizability Measures - Wah (1999)   (Correct)
2734.2   Goal-directed Requirements Acquisition - Dardenne, van Lamsweerde, Fickas (1993)   (Correct)
2715.3   A Brief Introduction to Boosting - Schapire (1999)   (Correct)
2707.3   Feature Weighting for Lazy Learning Algorithms - Aha (1998)   (Correct)
2700.7   A Comparison of Rule and Exemplar-Based Learning Systems - Clark (1980)   (Correct)
2699.3   The Complexity of Revising Logic Programs - Greiner (1996)   (Correct)
2692.8   Boosting the Margin: A New Explanation for the Effectiveness of.. - Schapire, Freund, Bartlett, Lee (1998)   (Correct)
2671.8   Learning in Networks - Buntine (1995)   (Correct)
2664.2   AntNet: Distributed Stigmergetic Control for Communications Networks - Di Caro, Dorigo (1998)   (Correct)
2661.7   Shifting Inductive Bias with Success-Story Algorithm, Adaptive Levin.. - Jürgen Schmidhuber, Jieyu Zhao.. (1997)   (Correct)
2660.9   Structure and Performance of Decision Support Algorithms on Active.. - Mustafa Uysal (1998)   (Correct)
2656.2   The Experimental Study of Machine Learning - Langley, Kibler (1991)   (Correct)
2648.6   Learning to Classify Text from Labeled and Unlabeled Documents - Nigam (1998)   (Correct)
2647.3   Induction of Selective Bayesian Network Classifiers - Singh, al. (1996)   (Correct)
2639.4   Second generation knowledge acquisition methods and their application .. - Lavrac, Mozetic (1992)   (Correct)
2624.1   Machine Learning: Techniques and Recent Developments - Clark (1990)   (Correct)
2613.6   Factorial Hidden Markov Models - Ghahramani, Jordan (1996)   (Correct)
2613.1   Error Reduction through Learning Multiple Descriptions - Ali, Pazzani (1996)   (Correct)
2608.6   Some Studies in Distributed Machine Learning and Organizational Design - Weiss (1994)   (Correct)
2604.1   On-Line Analytical Mining of Association Rules - Zhu (1998)   (Correct)
2600.8   Equivalence in Knowledge Representation: Automata, Recurrent Neural.. - Omlin, Giles, Thornber (1998)   (Correct)
2598.0   Automated Refinement of First-Order Horn-Clause Domain Theories - Richards, Mooney (1995)   (Correct)
2582.5   Automating Feature Set Selection for Case-Based Learning of.. - Cardie (1996)   (Correct)
2572.9   Reinforcement Learning With Self-Modifying Policies - Jürgen Schmidhuber, Jieyu Zhao.. (1997)   (Correct)
2565.8   Implementing Selective Attention in Machines: The Case of.. - Rucci, Bajcsy   (Correct)
2564.9   Natural Language Grammatical Inference: A Comparison of Recurrent.. - Lawrence, Fong, Giles (1996)   (Correct)
2561.0   Generalization - Wah (1998)   (Correct)
2555.5   Decision Making In Genetic Algorithms: A Signal-To-Noise Perspective - Kargupta, Goldberg (1994)   (Correct)
2551.6   Incremental Concept Learning for Bounded Data Mining - Case, Jain, Lange, Zeugmann (1997)   (Correct)
2550.7   Goal-Driven Learning in Multistrategy Reasoning and Learning Systems - Ashwin Ram (1991)   (Correct)

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