fall-1994-02
Contents
Discussion of “Selecting Relevant Information and Delaying Irrelevant Data for Objects Recognition”
PDFA Logical Notion of Conditional Independence: Properties and Applications
PDFUnderstanding Relevance Vis-a-Vis Internal Transfer
PDFForget It!
PDFHow Useful is Relevance?
PDFBelief-Based Irrelevance and Networks: Toward Faster Algorithms for Predication
PDFDiscussion of Forget It!
PDFNP-Completeness of Searches for Smallest Possible Feature Sets
PDFSelecting Relevant Information and Delaying Irrelevant Data for Objects Recognition
PDFA Formal to Relevance: Extended Abstract
PDFMoises Goldszmidt’s “Belief-Based Irrelevance and Networks: Toward Faster Algorithms for Predication”
PDFRelevance in Plan Recognition for Advice-Giving Systems
PDFRelevance in Probabilistic Models: Backyards in a Small World
PDFHow to Retrieve Relevant Information?
PDFIdentifying the Right Reasons: Learning to Filter Decision Makers
PDFNonmonotonic Logic for Analogical Reasoning
PDFRelevance Reasoning in Test Retrieval
PDFSelection of Relevant Features in Machine Learning
PDFPruning Irrelevant Features from Oblivious Decision Trees
PDFOn Relevance in Non-monotonic Reasoning: Some Empirical Studies
PDFLearning from Relevant and Irrelevant Information
PDFExploiting the Absence of Irrelevant Information: What You Don’t Know Can Help You
PDFA Proof-Theoretic Approach to Irrelevance: Foundations and Applications
PDFIntroduction
PDFDiscussion of Exploiting Relevance through Model-Based Reasoning
PDFThe Relevance of Trees
PDFAutomated Modeling for Answering Prediction Questions: Selecting Relevant Influences
PDFRelevance in a Logic of Only Knowing About and its Axiomatization
PDFCommentary on Baum’s “How a Bayesian Approaches Games Like Chess”
PDFQuantifying the Amount of Relevant Information
PDFRelevance Measures for Localized Partial Evaluation of Belief Networks
PDFExploiting Relevance through Model-Based Reasoning
PDFImproving Source Selection in Analogical Reasoning An Interactionist Approach
PDFInconsistency and Redundancy Do Not Imply Irrelevance
PDFFeature Subset Selection as Search with Probabilistic Estimates
PDFHypothesizing Relevant Situation Models
PDFSifting Informative Examples from a Random Source
PDFDiscarding Irrelevant Parameters in Hidden Markov Model Based Part-of-Speech Taggers
PDFThe Use of Relevance to Evaluate Learning Biases
PDFNotes on Learning with Irrelevant Attributes in the PAC Model
PDFFinding Relevant Subspaces in Neural Network Learning
PDFThe Value of Relevance
PDFCharacterization of Relevance and Irrelevance in Empirical Learning Methods Based on Rough Sets and Matroid Theory
PDFInformation Loss Versus Information Degradation
PDFDynamic-Bias Induction
PDFRelevant Examples and Relevant Features–Thoughts from Computational Learning Theory
PDFHow a Bayesian Approaches Games Like Chess
PDFDiscussion of “Exploiting the Absence of Irrelevant Information: What You Don’t Know Can Help You”
PDFRelevance in Textual Retrieval
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