Most Cited Papers in AI
(> 500 citations, published before 2001)
AITopics > Reference Shelf > Classic AI Papers | Classic AI Books > Most Cited Papers in AI
Aha, Kibler, et al. (1991): Instance-based learning algorithms
Allen (1984): Towards a general theory of actions and time
Anderson, John R . (1983): The Architecture of Cognition
Berger (1985): Statistical Decision Theory and Bayesian Analysis, 2nd ed
Breiman, Friedman, et al. (1984): C.: Classification and regression Trees
Breiman (1996): Bagging predictors
Brooks, Rodney (1985): A Robust Layered Control System for a Mobile Robot
Brook, Rodneys (1991): Intelligence Without Representation
Card, Moran, et al. (1983): The psychology of human-computer interaction
Cohen & Levesque (1990): Intention is choice with commitment
Cohen, William W. (1995): Fast Effective Rule Induction
Doyle, Jon (1979): A truth maintenance system
Fikes, Richard & Nils Nilsson (1971): STRIPS: A new approach to the application of theorem proving to problem solving
Freund & Schapire (1996): A decision-theoretic generalization of on-line learning and an application to boosting
Freund & Schapire (1996): Experiments with a New Boosting Algorithm
Gortler, Steven J. , Radek Grzeszczuk, Richard Szeliski , Michael F. Cohen (2001): The Lumigraph
Grosz, Barbara & Candace Sidner (1988) L.: Attention, intention and the structure of discourse
Kaelbling,Leslie Pack, Michael L. Littman, Andrew W. Moore (1996): Reinforcement learning: a survey — Journal of Artificial Intelligence Research
Kaelbling, Leslie Pack, Michael L. Littman, Anthony R. Cassandra (1998): Planning and acting in partially observable stochastic domains
Mackworth, Alan (1977): Consistency in networks of relations
McCallum, Andrew and Kamal Nigam (1998): A comparison of event models for Naive Bayes text classification
Newell, Allen (1994): Unified theories of cognition
Nigam, Kamal, Andrew Kachites Mccallum, Sebastian Thrun, Tom Mitchell (1999): Text Classification from Labeled and Unlabeled Documents using EM
Pearl, Judea (1988): Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Quinlan, Ross (1993): C4.5: Programs for Machine Learning
Rao, Georgeff (1991): Modeling rational agents within a BDI-architecture
Russell, Stuart & Peter Norvig (2003): Artificial Intelligence: A Modern Approach. Second Edition. Prentice-Hall
Salton, G. (1983): Introduction to Modern Information Retrieval
Samuel, Arthur (1967): Some studies in machine learning using the game of checkers II: Recent progress
Schapire, Freund, et al. (1997): Boosting the margin: A new explanation for the effectiveness of voting methods
Shardanand, Upendra and Pattie Maes (1995): Social Information Filtering: Algorithms for Automating "Word of Mouth"
Wooldridge , Michael, Nicholas R. Jennings (1995): Intelligent agents: Theory and practice
Wooldridge , Michael, Nicholas R. Jennings, David Kinny (1999): A Methodology for Agent-Oriented Analysis and Design
Constraint Logic Programming: A Survey 1993
Efficiently computing static single assignment form and the control dependence graph 1991
Flocks, Herds, and Schools: A Distributed Model 2000
