LEADER 05398nam 22007335 450 001 996466223003316 005 20200703141847.0 010 $a3-540-31696-5 010 $a3-540-29242-X 024 7 $a10.1007/11564089 035 $a(CKB)1000000000213297 035 $a(SSID)ssj0000316162 035 $a(PQKBManifestationID)11273111 035 $a(PQKBTitleCode)TC0000316162 035 $a(PQKBWorkID)10275004 035 $a(PQKB)11180722 035 $a(DE-He213)978-3-540-31696-1 035 $a(MiAaPQ)EBC3067631 035 $a(PPN)123098041 035 $a(EXLCZ)991000000000213297 100 $a20100319d2005 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aAlgorithmic Learning Theory$b[electronic resource] $e16th International Conference, ALT 2005, Singapore, October 8-11, 2005, Proceedings /$fedited by Sanjay Jain, Hans Ulrich Simon, Etsuji Tomita 205 $a1st ed. 2005. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2005. 215 $a1 online resource (XII, 491 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v3734 300 $aBibliographic Level Mode of Issuance: Monograph 311 08$aPrinted edition: 9783540292425 320 $aIncludes bibliographical references and index. 327 $aEditors? Introduction -- Editors? Introduction -- Invited Papers -- Invention and Artificial Intelligence -- The Arrowsmith Project: 2005 Status Report -- The Robot Scientist Project -- Algorithms and Software for Collaborative Discovery from Autonomous, Semantically Heterogeneous, Distributed Information Sources -- Training Support Vector Machines via SMO-Type Decomposition Methods -- Kernel-Based Learning -- Measuring Statistical Dependence with Hilbert-Schmidt Norms -- An Analysis of the Anti-learning Phenomenon for the Class Symmetric Polyhedron -- Learning Causal Structures Based on Markov Equivalence Class -- Stochastic Complexity for Mixture of Exponential Families in Variational Bayes -- ACME: An Associative Classifier Based on Maximum Entropy Principle -- Constructing Multiclass Learners from Binary Learners: A Simple Black-Box Analysis of the Generalization Errors -- On Computability of Pattern Recognition Problems -- PAC-Learnability of Probabilistic Deterministic Finite State Automata in Terms of Variation Distance -- Learnability of Probabilistic Automata via Oracles -- Learning Attribute-Efficiently with Corrupt Oracles -- Learning DNF by Statistical and Proper Distance Queries Under the Uniform Distribution -- Learning of Elementary Formal Systems with Two Clauses Using Queries -- Gold-Style and Query Learning Under Various Constraints on the Target Class -- Non U-Shaped Vacillatory and Team Learning -- Learning Multiple Languages in Groups -- Inferring Unions of the Pattern Languages by the Most Fitting Covers -- Identification in the Limit of Substitutable Context-Free Languages -- Algorithms for Learning Regular Expressions -- A Class of Prolog Programs with Non-linear Outputs Inferable from Positive Data -- Absolute Versus Probabilistic Classification in a Logical Setting -- Online Allocation with Risk Information -- Defensive Universal Learning with Experts -- On Following the Perturbed Leader in the Bandit Setting -- Mixture of Vector Experts -- On-line Learning with Delayed Label Feedback -- Monotone Conditional Complexity Bounds on Future Prediction Errors -- Non-asymptotic Calibration and Resolution -- Defensive Prediction with Expert Advice -- Defensive Forecasting for Linear Protocols -- Teaching Learners with Restricted Mind Changes. 410 0$aLecture Notes in Artificial Intelligence ;$v3734 606 $aArtificial intelligence 606 $aComputers 606 $aAlgorithms 606 $aMathematical logic 606 $aNatural language processing (Computer science) 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputation by Abstract Devices$3https://scigraph.springernature.com/ontologies/product-market-codes/I16013 606 $aAlgorithm Analysis and Problem Complexity$3https://scigraph.springernature.com/ontologies/product-market-codes/I16021 606 $aMathematical Logic and Formal Languages$3https://scigraph.springernature.com/ontologies/product-market-codes/I16048 606 $aNatural Language Processing (NLP)$3https://scigraph.springernature.com/ontologies/product-market-codes/I21040 615 0$aArtificial intelligence. 615 0$aComputers. 615 0$aAlgorithms. 615 0$aMathematical logic. 615 0$aNatural language processing (Computer science). 615 14$aArtificial Intelligence. 615 24$aComputation by Abstract Devices. 615 24$aAlgorithm Analysis and Problem Complexity. 615 24$aMathematical Logic and Formal Languages. 615 24$aNatural Language Processing (NLP). 676 $a006.3 702 $aJain$b Sanjay$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSimon$b Hans Ulrich$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTomita$b Etsuji$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a996466223003316 996 $aAlgorithmic Learning Theory$9771965 997 $aUNISA