Algorithmic Learning Theory 16th International Conference, ALT 2005, Singapore, October 8-11, 2005. Proceedings /

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Jain, Sanjay (Επιμελητής έκδοσης), Simon, Hans Ulrich (Επιμελητής έκδοσης), Tomita, Etsuji (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
Σειρά:Lecture Notes in Computer Science, 3734
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Algorithmic Learning Theory  |h [electronic resource] :  |b 16th International Conference, ALT 2005, Singapore, October 8-11, 2005. Proceedings /  |c edited by Sanjay Jain, Hans Ulrich Simon, Etsuji Tomita. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg,  |c 2005. 
300 |a XII, 491 p.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a Lecture Notes in Computer Science,  |x 0302-9743 ;  |v 3734 
505 0 |a Editors’ 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. 
650 0 |a Computer science. 
650 0 |a Computers. 
650 0 |a Algorithms. 
650 0 |a Mathematical logic. 
650 0 |a Artificial intelligence. 
650 0 |a Text processing (Computer science). 
650 1 4 |a Computer Science. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Computation by Abstract Devices. 
650 2 4 |a Algorithm Analysis and Problem Complexity. 
650 2 4 |a Mathematical Logic and Formal Languages. 
650 2 4 |a Document Preparation and Text Processing. 
700 1 |a Jain, Sanjay.  |e editor. 
700 1 |a Simon, Hans Ulrich.  |e editor. 
700 1 |a Tomita, Etsuji.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783540292425 
830 0 |a Lecture Notes in Computer Science,  |x 0302-9743 ;  |v 3734 
856 4 0 |u http://dx.doi.org/10.1007/11564089  |z Full Text via HEAL-Link 
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912 |a ZDB-2-LNC 
950 |a Computer Science (Springer-11645)