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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.

8546.0   Domain-Specific Knowledge Acquisition For Conceptual Sentence Analysis - Cardie (1994)   (Correct)
8035.6   Instructable Autonomous Agents - Huffman (1994)   (Correct)
7354.9   Learning-Based Vision and Its Application to Autonomous Indoor.. - Chen (1998)   (Correct)
6772.5   Learning Situation-Specific Control In Multi-Agent Systems - Prasad (1997)   (Correct)
4903.0   An Object-Oriented Case-Based Learning System - Petrak (1995)   (Correct)
4607.7   Flexibly Instructable Agents - Huffman, Laird (1995)   (Correct)
4251.6   Learning Adaptive Reactive Agents - Santamaria (1997)   (Correct)
4092.0   The Use Of Artificial Intelligence To Improve The Numerical.. - Schwabacher (1996)   (Correct)
3986.7   Integrating case-based learning and cognitive biases for machine.. - Cardie (1999)   (Correct)
3753.4   Knowledge Acquisition and Learning by Experience - The Role of.. - Aamodt (1995)   (Correct)
3513.1   Different roles and mutual dependencies of data, information, and.. - Aamodt, Nygård (1995)   (Correct)
3401.5   On Exploiting Knowledge and Concept Use in Learning Theory - Pitt   (Correct)
3234.0   Gado: A Genetic Algorithm For Continuous Design Optimization - Rasheed (1998)   (Correct)
3038.4   CABINS: A Framework of Knowledge Acquisition and Iterative Revision.. - Miyashita, Sycara (1995)   (Correct)
2710.8   CLARE: A Contextual Reasoning and Cooperative Response Framework for.. - Alshawi, Carter, Crouch, Pulman.. (1992)   (Correct)
2582.5   Automating Feature Set Selection for Case-Based Learning of.. - Cardie (1996)   (Correct)
2501.4   Igor Jurisica - Department Of   (Correct)
2480.6   SHOSLIF-N: SHOSLIF for Autonomous Navigation (Phase II) - Weng, Chen (1995)   (Correct)
2386.6   SEIF: A System for Learning Adaptable Actions - Farag (1989)   (Correct)
2367.3   Indexing, Elaboration and Refinement: Incremental Learning of.. - Ram (1993)   (Correct)
2359.8   Learning Situation-Specific Coordination in Cooperative Multi-agent.. - Prasad, Lesser (1999)   (Correct)
2328.2   AQUA: Questions that drive the explanation process - Ram (1994)   (Correct)
2303.3   Multistrategy Learning of Adaptive Reactive Controllers - Santamaria, Ram   (Correct)
2230.3   Case-Based Classification Using Similarity-Based Retrieval - Igor Jurisica   (Correct)
2206.8   Case-Based Sonogram Classification - Aha, Harrison (1993)   (Correct)
2176.5   State-Based SHOSLIF for Indoor Visual Navigation - Chen, Weng (1998)   (Correct)
2071.0   Case-Based Learning: Beyond Classification of Feature Vectors - Aha, Wettschereck (1997)   (Correct)
2021.8   Vision-Guided Navigation Using SHOSLIF - Weng, CHEN (1998)   (Correct)
1952.4   Multilevel Simulation and Numerical Optimization of Complex.. - Schwabacher, Gelsey (1998)   (Correct)
1935.5   Improving Minority Class Prediction Using Case-Specific Feature.. - Cardie (1997)   (Correct)
1931.4   Communications of the Algorithmic Learning Group CALG - 03/95 - Jantke (1995)   (Correct)
1853.4   Induction of decision trees using RELIEFF - Kononenko, Simec (1995)   (Correct)
1800.3   Case-Based Representation and Learning of Pattern Languages - Jantke, Lange (1993)   (Correct)
1793.0   Online Learning with Random Representations - Sutton, Whitehead (1993)   (Correct)
1723.5   Nonstandard Concepts of Similarity in Case-Based Reasoning - Jantke (1994)   (Correct)
1680.2   A Case-Based Reasoning Approach to Learning Control - Jurisica, Glasgow   (Correct)
1678.8   Practical Machine Learning and Its Potential Application to Problems.. - Witten, Cunningham, Holmes, McQueen, .. (1993)   (Correct)
1668.0   Inductive Bias in Case-Based Reasoning Systems - Griffiths, Bridge (1995)   (Correct)
1664.6   A Cognitive Bias Approach to Feature Selection and Weighting for.. - Cardie   (Correct)
1606.9   Learning Cases to Resolve Conflicts and Improve Group Behavior - Thomas Haynes (1996)   (Correct)
1605.9   Intelligent Gradient-Based Search of Incompletely Defined Design.. - Schwabacher (1996)   (Correct)
1551.4   Self-learning techniques for grapheme-to-phoneme conversion - Yvon (1994)   (Correct)
1542.0   Abductive Equivalential Translation and its application to Natural.. - Rayner (1993)   (Correct)
1523.4   Learning with Case Injected Genetic Algorithms - Number   (Correct)
1515.2   Introducing a Two-Level Grammar Concept for Design (Extended Abstract) - Jantke (1995)   (Correct)
1500.6   Do Not Forget: Full Memory in Memory-Based Learning of Word.. - van den Bosch, Daelemans (1998)   (Correct)
1497.3   Machine Learning for Intelligent Systems - Langley (1997)   (Correct)
1475.6   On Case-Based Learnability of Languages - Globig, Jantke, Lange, Sakakibara (1994)   (Correct)
1439.0   Inductive Learning and Case-Based Reasoning - Jurisica (1996)   (Correct)
1434.8   Extended Experimental Explorations Of The Necessity Of User Guidance.. - Jantke, Dötsch   (Correct)
1405.4   Case-Based Learning Algorithms - Aha (1991)   (Correct)
1396.6   Using Case-Based Reasoning to Acquire User Scheduling Preferences.. - Sycara, Zeng, Miyashita (1995)   (Correct)
1343.9   Examining Locally Varying Weights for Nearest Neighbor Algorithms - Howe (1997)   (Correct)
1338.9   Logical Case Memory Systems: Foundations And Learning Issues - Jantke (1997)   (Correct)
1308.1   Toward Scalable Learning with Non-uniform Class and Cost.. - Chan (1998)   (Correct)
1294.4   Supporting Flexibility. A Case-Based Reasoning Approach - Igor Jurisica   (Correct)
1277.0   Learning Robust Plans for Mobile Robots From A Single Trial - Engelson   (Correct)
1273.8   A Cooperation between Case-Based Reasoning and Incremental Concept.. - Bichindaritz   (Correct)
1268.1   Applications of Machine Learning and Rule Induction - Langley, Simon (1995)   (Correct)
1261.7   Solving Stabilization Problems in Case-Based Knowledge Acquisition - Dötsch, Jantke (1996)   (Correct)
1261.5   Theoretical Investigations And Experimental Explorations Of The.. - Jantke, Dötsch (1997)   (Correct)
1256.1   Merge Strategies for Multiple Case Plan Replay - Veloso (1997)   (Correct)
1237.5   Using a Case Base of Surfaces to Speed-Up Reinforcement Learning - Drummond (1997)   (Correct)
1235.8   Bias, Variance, and Error Correcting Output Codes for Local Learners - Ricci, Aha (1997)   (Correct)
1216.8   The requirements of flexible instructability - Huffman   (Correct)
1216.5   A framework for similarity-based methods. - Duch, Grudzinski (1998)   (Correct)
1204.5   Techniques and Knowledge used for Adaptation during Case-Based.. - Wilke, Bergmann (1998)   (Correct)
1190.8   Extending Local Learners with Error-Correcting Output Codes - Ricci, Aha (1997)   (Correct)
1151.2   Using Decision Trees to Improve Case-Based Learning - Cardie (1993)   (Correct)
1146.4   Case-Based Refinement of Knowledge-Based Neural Networks - Agre, Koprinska (1996)   (Correct)
1117.0   Redundancy and Inconsistency Detection in Large and Semi-structured.. - Yang, Racine   (Correct)
1092.7   Using Case-Based Learning to Improve Genetic-Algorithm-Based Design.. - Rasheed   (Correct)
1060.7   ECML-97 MLNet Workshop Notes Case-Based Learning: Beyond.. - Wettschereck, Aha (1997)   (Correct)
1027.9   Good Examples in Learning Containment Decision Lists - Dötsch, Jantke (1996)   (Correct)
992.5   A Framework for Learning Adaptation Knowledge Based on Knowledge.. - Wilke, Vollrath, Althoff, Bergmann (1996)   (Correct)
976.2   The Necessity Of User Guidance In Case-Based Knowledge Acquisition - Jantke, Dötsch (1997)   (Correct)
950.7   Case-Based and Symbolic Classification Algorithms - Wess (1994)   (Correct)
923.4   Encouraging Self-Explanation through Case-Based Tutoring, A Case Study - Redmond, al.   (Correct)
915.4   Learning to Catch: Applying Nearest Neighbor Algorithms to Dynamic.. - Aha, Salzberg (1994)   (Correct)
903.0   Learning in Case-Based Classification Algorithms - Globig, Wess (1995)   (Correct)
879.7   A Computational Model of Knowledge-Intensive Learning and Problem.. - Aamodt   (Correct)
865.0   Off-line Learning of Coordination in Functionally Structured Agents.. - Prasad, Lesser (1996)   (Correct)
864.0   Case-based Learning for Design - Börner, Janetzko   (Correct)
863.5   Incremental Learning of Explanation Patterns and their Indices - Ram (1990)   (Correct)
856.7   Cooperative Learning over Composite Search Spaces: Experiences with a .. - Prasad, Lander, Lesser (1996)   (Correct)
830.8   Learning Languages by Collecting Cases and Tuning Parameters - Sakakibara, Jantke, Lange (1994)   (Correct)
798.5   On Concept Space and Hypothesis Space in Case-Based Learning.. - Griffiths (1995)   (Correct)
794.4   Adaptation Using Cases in Cooperative Groups - Haynes, Sen   (Correct)
766.4   Using Knowledge Containers to Model a Framework for Learning.. - Wolfgang Wilke (1997)   (Correct)
756.6   A Feature-Relevance Heuristic for Indexing and Compressing Large Case .. - Daelemans, van den Bosch, Zavrel (1997)   (Correct)
748.0   Learning Case Classification for Improving Case-Based Reasoning - Tammer, Matuschek, Jantke, Steinhöfel (1996)   (Correct)
723.7   An Adaptive Penalty Approach for Constrained Genetic-Algorithm.. - Rasheed (1998)   (Correct)
677.3   Acquisition of Place Knowledge Through Case-Based Learning - Langley, al. (1995)   (Correct)
671.1   Case-based Learning for Knowledge-based Design Support - Börner, Janetzko (1994)   (Correct)
669.8   Application of a symbolico-connectionist approach for the design of a .. - Lamirel, CREHANGE   (Correct)
651.4   Early Visual Learning - Nayar, Poggio (1996)   (Correct)
646.6   Knowledge-Intensive Case-Based Reasoning and Sustained Learning - Aamodt (1990)   (Correct)
646.2   Using A Case-Base of Surfaces to Speed-Up Reinforcement Learning - Drummond (1997)   (Correct)
611.6   Towards Lifetime Maintenance of Case Base Indexes for Continual Case.. - Zhang, Yang (1998)   (Correct)
596.6   A Case Study on Case-Based and Symbolic Learning (Extended Abstract) - Wess, Globig   (Correct)
594.0   ReDuce: Automatic Structuring and Compression in Relational Databases - Bain, Sammut, Sharma, Shepherd (1996)   (Correct)
583.8   Learning to Refine Case Libraries: Initial Results - Aha (1997)   (Correct)
578.0   Advances in analogy-based learning: false friends and exceptional.. - Federici, Pirrelli, Yvon (1995)   (Correct)
514.9   On Case-Based Representability and Learnability of Languages - Globig, Lange   (Correct)
466.6   Formalising the knowledge content of case memory systems - Griffiths, Bridge (1995)   (Correct)
466.6   A Similarity Measure for Aggregation Taxonomies - Jerzy Surma (1997)   (Correct)
465.8   Maintaining Unstructured Case Bases - Racine (1997)   (Correct)
444.0   Integrating RL and Behavior-based Control for Soccer - Balch   (Correct)
409.3   Please fill in full name of Journal! - Abarbanel Brown   (Correct)
404.9   Using Case-Based Reasoning for Mobile Robot Navigation - Kruusmaa, Svensson   (Correct)
383.6   Learning Cases to Compliment Rules for Confrict Resolution in.. - Haynes, Lau, Sen   (Correct)
298.9   Programming With Characters - Travers, al.   (Correct)
293.2   Guided Crossover: A New Operator for Genetic Algorithm Based.. - Rasheed (1997)   (Correct)
254.8   Phonological Parsing for Bi-directional.. - Meng (1995)   (Correct)
199.8   References for: Machine learning on non-homogeneous, distributed text .. - Mladenic (1998)   (Correct)
199.8   Bibliography - Agrawal Mannila   (Correct)
153.0   Oblivious Decision Trees and Abstract Cases - Langley, al. (1994)   (Correct)
124.1   Minimal Distance Neural Methods. - Wlodzislaw Duch Karol (1998)   (Correct)
102.8   Design of a Decision Support System for Production Scheduling with.. - Benjamin Yen   (Correct)
31.6   Dimensions of Learning in Agent-based Design - Grecu, Brown (1996)   (Correct)
Combining Finite Automata, Parallel Programs and SDL Using Petri Nets - Grahlmann (1998)   (Correct)
Learning to Troubleshoot: - Multistrategy Learning   (Correct)

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