Induction (Improving Classifier's Accuracy)
: Generating Classifier Commitees by Stochastically Selecting both Attributes and Training Examples.
Knowledge Acquisition, Modeling and Vadation
Reasoning (Non-monotonic Reasoning, Default Logic, Commonsense Reasoning)
Knowledge Discovery and Data Mining
Knowledge Management (Ontology, Individual and Collective Knowledge)
Induction (Decision Tree Pruning, Feature Selection, Feature Discretization)
: The Minimum Description Length Based Decision Tree Pruning.
, Bing Liu
: Concurrent Discretization of Multiple Attributes.
Application of Fuzzy Logic
, Qingchun Meng
: Fuzzy Rule Extraction Based-Integration of Linguistic and Numerical Information for Hybrid Intelligence Systems.
Reasoning (Temporal Reasoning, Event Calculus)
Application of Neural Network
Doan B. Hoang
, G. Williamson
: A Mixture of Global and Local Gated Experts for the Prediction of High Frequency Foreign Exchange Rates.
, Chengqi Zhang
: A Neural Network Diagnosis Model without Disorder Independence Assumption.
Search (Constraint Satisfaction, Heuristic Search)
Nevin Lianwen Zhang
: Context-Specific Independence, Decomposition of Conditional Probabilities, and Inference in Bayesian Networks.
Text Analysis (Summarization, Morphological Analysis)
Induction (Inductive Logic Programming)
, Ann E. Nicholson
: Dynamic Non-uniform Abstractions for Approximate Planning in Large Structured Stochastic Domains.
Abduction (Explanation, Hypothetical Reasoning)
: A Characterization of Contrastive Explanations Computation.
, Yutaka Matsuo
: SL Method for Computing a Near-Optimal Solution Using Linear and Non-linear Programming in Cost-Based Hypothetical Reasoning.
Image Retrieval and Speech Recognition