Advances in Artificial Intelligence

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