05254nam 22007815 450 99646613510331620200704132630.03-540-33428-910.1007/11736790(CKB)1000000000232927(SSID)ssj0000318735(PQKBManifestationID)11240010(PQKBTitleCode)TC0000318735(PQKBWorkID)10311626(PQKB)10452653(DE-He213)978-3-540-33428-6(MiAaPQ)EBC3067600(PPN)123133548(EXLCZ)99100000000023292720100301d2006 u| 0engurnn|008mamaatxtccrMachine Learning Challenges[electronic resource] Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment, First Pascal Machine Learning Challenges Workshop, MLCW 2005, Southampton, UK, April 11-13, 2005, Revised Selected Papers /edited by Joaquin Quinonero-Candela, Ido Dagan, Bernardo Magnini, Florence d'Alché-Buc1st ed. 2006.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2006.1 online resource (XIII, 462 p.) Lecture Notes in Artificial Intelligence ;3944Bibliographic Level Mode of Issuance: Monograph3-540-33427-0 Includes bibliographical references and index.Evaluating Predictive Uncertainty Challenge -- Classification with Bayesian Neural Networks -- A Pragmatic Bayesian Approach to Predictive Uncertainty -- Many Are Better Than One: Improving Probabilistic Estimates from Decision Trees -- Estimating Predictive Variances with Kernel Ridge Regression -- Competitive Associative Nets and Cross-Validation for Estimating Predictive Uncertainty on Regression Problems -- Lessons Learned in the Challenge: Making Predictions and Scoring Them -- The 2005 PASCAL Visual Object Classes Challenge -- The PASCAL Recognising Textual Entailment Challenge -- Using Bleu-like Algorithms for the Automatic Recognition of Entailment -- What Syntax Can Contribute in the Entailment Task -- Combining Lexical Resources with Tree Edit Distance for Recognizing Textual Entailment -- Textual Entailment Recognition Based on Dependency Analysis and WordNet -- Learning Textual Entailment on a Distance Feature Space -- An Inference Model for Semantic Entailment in Natural Language -- A Lexical Alignment Model for Probabilistic Textual Entailment -- Textual Entailment Recognition Using Inversion Transduction Grammars -- Evaluating Semantic Evaluations: How RTE Measures Up -- Partial Predicate Argument Structure Matching for Entailment Determination -- VENSES – A Linguistically-Based System for Semantic Evaluation -- Textual Entailment Recognition Using a Linguistically–Motivated Decision Tree Classifier -- Recognizing Textual Entailment Via Atomic Propositions -- Recognising Textual Entailment with Robust Logical Inference -- Applying COGEX to Recognize Textual Entailment -- Recognizing Textual Entailment: Is Word Similarity Enough?.Lecture Notes in Artificial Intelligence ;3944Artificial intelligenceAlgorithmsMathematical logicNatural language processing (Computer science)Optical data processingPattern recognitionArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Mathematical Logic and Formal Languageshttps://scigraph.springernature.com/ontologies/product-market-codes/I16048Natural Language Processing (NLP)https://scigraph.springernature.com/ontologies/product-market-codes/I21040Image Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XArtificial intelligence.Algorithms.Mathematical logic.Natural language processing (Computer science).Optical data processing.Pattern recognition.Artificial Intelligence.Algorithm Analysis and Problem Complexity.Mathematical Logic and Formal Languages.Natural Language Processing (NLP).Image Processing and Computer Vision.Pattern Recognition.006.3/1Quinonero-Candela Joaquinedthttp://id.loc.gov/vocabulary/relators/edtDagan Idoedthttp://id.loc.gov/vocabulary/relators/edtMagnini Bernardoedthttp://id.loc.gov/vocabulary/relators/edtd'Alché-Buc Florenceedthttp://id.loc.gov/vocabulary/relators/edtBOOK996466135103316Machine Learning Challenges2830530UNISA