Advances in Artificial Intelligence

Table of Contents

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   Book Overview
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   Chapter 1 Local Decision Bagging of Binary Neural Classifiers
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   Chapter 2 Assessing the Impact of Changing Environments on Classifier Performance
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   Chapter 3 A Comparison of Sentiment Analysis Techniques: Polarizing Movie Blogs
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   Chapter 4 Some Simplified Forms of Reasoning with Distance-Based Entailments
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   Chapter 5 A Belief-Theoretic Reputation Estimation Model for Multi-context Communities
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   Chapter 6 A Frequency Mining-Based Algorithm for Re-ranking Web Search Engine Retrievals
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   Chapter 7 Multi-agent Framework for a Virtual Enterprise of Demand-Responsive Transportation
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   Chapter 8 Use of Fuzzy Histograms to Model the Spatial Distribution of Objects in Case-Based Reasoning
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    Chapter 9 Aspects of Inconsistency Resolution in Modular Ontologies
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    Chapter 10 Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass
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    Chapter 11 Finding Topics in Email Using Formal Concept Analysis and Fuzzy Membership Functions
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    Chapter 12 Recognizing Biomedical Named Entities in Chinese Research Abstracts
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    Chapter 13 Point-Based Planning for Predictive State Representations
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    Chapter 14 Comparison of Pleomorphic and Structural Features Used for Breast Cancer Malignancy Classification
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    Chapter 15 Towards a Faster Inference Algorithm in Multiply Sectioned Bayesian Networks
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    Chapter 16 Using Dependence Diagrams to Summarize Decision Rule Sets
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    Chapter 17 A Fast Computation of Inter-class Overlap Measures Using Prototype Reduction Schemes
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    Chapter 18 A Reputation Model Framework for Artificial Societies: A Case Study in Child Vehicle Safety Simulation
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    Chapter 19 Selective Sampling for Classification
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    Chapter 20 Full Border Identification for Reduction of Training Sets
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    Chapter 21 Choosing Best Algorithm Combinations for Speech Processing Tasks in Machine Learning Using MARF
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    Chapter 22 Predicting User Preferences Via Similarity-Based Clustering
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    Chapter 23 Mathematically Clinching a Playoff Spot in the NHL and the Effect of Scoring Systems
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    Chapter 24 An Intelligent Automatic Face Contour Prediction System
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    Chapter 25 Word Clustering with Validity Indices
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    Chapter 26 The Role of Nominalizations in Prepositional Phrase Attachment in GENIA
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    Chapter 27 A Statistical Model for Topic Segmentation and Clustering
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    Chapter 28 Image Transformation: Inductive Transfer between Multiple Tasks Having Multiple Outputs
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    Chapter 29 Using Unsupervised Learning for Network Alert Correlation
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    Chapter 30 Verbs Speak Loud: Verb Categories in Learning Polarity and Strength of Opinions
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    Chapter 31 A Stochastic Point-Based Algorithm for POMDPs
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    Chapter 32 Semi-supervised Self-training for Sentence Subjectivity Classification
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    Chapter 33 A Novel Approach for Social Behavior Analysis of the Blogosphere
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    Chapter 34 Seller Bidding in a Trust-Based Incentive Mechanism for Dynamic E-Marketplaces