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Author:   Yong Gao ,  Nathalie Japkowicz
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2009 ed.
Volume:   5549
Dimensions:   Width: 15.50cm , Height: 1.80cm , Length: 23.50cm
Weight:   0.480kg
ISBN:  

9783642018176

ISBN 10:   3642018173
Pages:   296
Publication Date:   07 May 2009
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Invited Talks.- AI in Web Advertising: Picking the Right Ad Ten Thousand Times a Second.- Living with Constraints.- Computer (and Human) Perfection at Checkers.- Regular Papers.- Decision Tree Learning Using a Bayesian Approach at Each Node.- Generating Satisfiable SAT Instances Using Random Subgraph Isomorphism.- Enhancing the Bilingual Concordancer TransSearch with Word-Level Alignment.- Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports.- Statistical Parsing with Context-Free Filtering Grammar.- Machine Translation of Legal Information and Its Evaluation.- An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering.- Cost-Based Sampling of Individual Instances.- Context Dependent Movie Recommendations Using a Hierarchical Bayesian Model.- Automatic Frame Extraction from Sentences.- Control of Constraint Weights for a 2D Autonomous Camera.- Training Global Linear Models for Chinese Word Segmentation.- A Concurrent Dynamic Logic of Knowledge, Belief and Certainty for Multi-agent Systems.- Enumerating Unlabeled and Root Labeled Trees for Causal Model Acquisition.- Compiling the Lexicographic Inference Using Boolean Cardinality Constraints.- Short Papers.- Improving Document Search Using Social Bookmarking.- Rank-Based Transformation in Measuring Semantic Relatedness.- Optimizing a Pseudo Financial Factor Model with Support Vector Machines and Genetic Programming.- Novice-Friendly Natural Language Generation Template Authoring Environment.- A SVM-Based Ensemble Approach to Multi-Document Summarization.- Co-Training on Handwritten Digit Recognition.- Evaluation Methods for Ordinal Classification.- STFLS: A Heuristic Method for Static and Transportation Facility Location Allocation in Large Spatial Datasets.- An Ontology-Based Spatial Clustering Selection System.- Exploratory Analysis of Co-Change Graphs for Code Refactoring.- Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques.- Large Neighborhood Search Using Constraint Satisfaction Techniques in Vehicle Routing Problem.- Valuable Change Detection in Keyword Map Animation.- The WordNet Weaver: Multi-criteria Voting for Semi-automatic Extension of a Wordnet.- Active Learning with Automatic Soft Labeling for Induction of Decision Trees.- A Procedural Planning System for Goal Oriented Agents in Games.- An Empirical Study of Category Skew on Feature Selection for Text Categorization.- Opinion Learning without Emotional Words.- Belief Rough Set Classifier.- Graduate Student Symposium.- Automatic Extraction of Lexical Relations from Analytical Definitions Using a Constraint Grammar.- Grid-Enabled Adaptive Metamodeling and Active Learning for Computer Based Design.- Reasoning about Movement in Two-Dimensions.- Executable Specifications of Fully General Attribute Grammars with Ambiguity and Left-Recursion.- - : A Semantic Web Based Knowledge Representation and Context-Driven Morphing Framework.- Background Knowledge Enriched Data Mining for Interactome Analysis.- Modeling and Inference with Relational Dynamic Bayesian Networks.- A Semi-supervised Approach to Bengali-English Phrase-Based Statistical Machine Translation.

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