POPL '87 Proceedings of the 14th ACM SIGACT-SIGPLAN symposium on Principles of programming languages
Daydreaming in humans and machines
Daydreaming in humans and machines
AXIOM: the scientific computation system
AXIOM: the scientific computation system
Automatic programming of behavior-based robots using reinforcement learning
Artificial Intelligence
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
TD-Gammon, a self-teaching backgammon program, achieves master-level play
Neural Computation
Motivated action theory: a formal theory of causal reasoning
Artificial Intelligence
Reasoning about knowledge
Lexical navigation: visually prompted query expansion and refinement
DL '97 Proceedings of the second ACM international conference on Digital libraries
Inheritance comes of age: applying nonmonotonic techniques to problems in industry
Artificial Intelligence - Special issue: artificial intelligence 40 years later
Knowledge discovery in deep blue
Communications of the ACM
A declarative approach to business rules in contracts: courteous logic programs in XML
Proceedings of the 1st ACM conference on Electronic commerce
Question-answering by predictive annotation
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Algebra jam: supporting teamwork and managing roles in a collaborative learning environment
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
Text Categorization Based on Regularized Linear Classification Methods
Information Retrieval
R-MINI: An Iterative Approach for Generating Minimal Rules from Examples
IEEE Transactions on Knowledge and Data Engineering
Probabilistic Estimation-Based Data Mining for Discovering Insurance Risks
IEEE Intelligent Systems
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
SPRINT: A Scalable Parallel Classifier for Data Mining
VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Recognizing End-User Transactions in Performance Management
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
ACM '75 Proceedings of the 1975 annual conference
Automatic Text Extraction from Video for Content-Based Annotation and Retrieval
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 1 - Volume 1
Computational Linguistics
Operating statistics for the transformational question answering system
Computational Linguistics
EasyEnglish: a tool for improving document quality
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
Biologically inspired defenses against computer viruses
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Improving natural language processing by linguistic document annotation
Proceedings of the COLING-2000 Workshop on Semantic Annotation and Intelligent Content
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For many years, most AI research at IBM used the symbolic paradigm, but today increasingly uses statistics, particularly for such applications areas as machine learning and natural language processing. This trend has led to the growth of new areas such as statistical learning theory and Bayesian networks as active areas of inquiry. This article reports on the range of AI activities within IBM Research and discusses emerging issues, particularly in broad areas: representation and reasoning, statistical AI, vision, and game playing.