Artificial Intelligence: Theories, Models and Applications

Table of Contents

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   Book Overview
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   Chapter 1 Application of the Ant Colony Optimization Algorithm to Competitive Viral Marketing
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   Chapter 2 Constraint Propagation as the Core of Local Search
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   Chapter 3 Semantic Query Answering in Digital Libraries
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   Chapter 4 A SOM-Based Validation Approach to a Neural Circuit Theory of Autism
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   Chapter 5 Word Sense Disambiguation as an Integer Linear Programming Problem
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   Chapter 6 Parallelism, Localization and Chain Gradient Tuning Combinations for Fast Scalable Probabilistic Neural Networks in Data Mining Applications
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   Chapter 7 SWRL2COOL: Object-Oriented Transformation of SWRL in the CLIPS Production Rule Engine
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   Chapter 8 Forecasting Fraudulent Financial Statements with Committee of Cost-Sensitive Decision Tree Classifiers
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    Chapter 9 Forecasting Corporate Bankruptcy with an Ensemble of Classifiers
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    Chapter 10 Greedy Unsupervised Multiple Kernel Learning
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    Chapter 11 An AZP-ACO Method for Region-Building
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    Chapter 12 Exploiting Quadratic Mutual Information for Discriminant Analysis
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    Chapter 13 Emerge-Sort: Swarm Intelligence Sorting
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    Chapter 14 iThink: A Library for Classical Planning in Video-Games
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    Chapter 15 Detecting Human Features in Summaries – Symbol Sequence Statistical Regularity
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    Chapter 16 Learning from Mixture of Experimental Data: A Constraint–Based Approach
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    Chapter 17 Information Sharing and Searching via Collaborative Reinforcement Learning
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    Chapter 18 Distributed Instance Retrieval in $E^{DDL} _{HQ^+}$ $\mathcal{SHIQ}$ Representation Framework
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    Chapter 19 Evolutionary Optimization of a Neural Network Controller for Car Racing Simulation
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    Chapter 20 Bagged Nonlinear Hebbian Learning Algorithm for Fuzzy Cognitive Maps Working on Classification Tasks
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    Chapter 21 Credit Rating Using a Hybrid Voting Ensemble
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    Chapter 22 Extending Generalized Arc Consistency
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    Chapter 23 An Online Kernel-Based Clustering Approach for Value Function Approximation
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    Chapter 24 Acoustic Bird Activity Detection on Real-Field Data
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    Chapter 25 Parameter Tuning of Hybrid Nature-Inspired Intelligent Metaheuristics for Solving Financial Portfolio Optimization Problems
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    Chapter 26 An Intelligent Tool for Anatomical Object Segmentation Using Deformable Surfaces
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    Chapter 27 Tracking Differential Evolution Algorithms: An Adaptive Approach through Multinomial Distribution Tracking with Exponential Forgetting
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    Chapter 28 Clustering of High Dimensional Data Streams
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    Chapter 29 Multifactor Dimensionality Reduction for the Analysis of Obesity in a Nutrigenetics Context
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    Chapter 30 Coupling Regulatory Networks and Microarays: Revealing Molecular Regulations of Breast Cancer Treatment Responses
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    Chapter 31 A Galaxy Workflow for the Functional Annotation of Metagenomic Samples
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    Chapter 32 Bioinformatic Analysis of Expression Data of ApoE Deficient Mice
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    Chapter 33 Gene Ontology Semi-supervised Possibilistic Clustering of Gene Expression Data
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    Chapter 34 Towards Better Prioritization of Epigenetically Modified DNA Regions
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    Chapter 35 Mining Cell Cycle Literature Using Support Vector Machines
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    Chapter 36 Artificial Intelligence: Theories and Applications
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    Chapter 37 Predicting Human miRNA Target Genes Using a Novel Evolutionary Methodology
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    Chapter 38 Ontology-Based Automatic Image Annotation Exploiting Generalized Qualitative Spatial Semantics
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    Chapter 39 Image Interpretation by Combining Ontologies and Bayesian Networks
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    Chapter 40 Advanced Cancer Cell Characterization and Quantification of Microscopy Images
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    Chapter 41 An Adaptive Dialogue System with Online Dialogue Policy Learning
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    Chapter 42 Affective, Natural Interaction Using EEG: Sensors, Application and Future Directions
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    Chapter 43 Affective Computing on Elderly Physical and Cognitive Training within Live Social Networks
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    Chapter 44 Semantic Video Abstracting: Automatic Generation of Movie Trailers Based on Video Patterns
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    Chapter 45 Learning to Case-Tag Modern Greek Text
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    Chapter 46 Understanding How Visual Context Influences Multimedia Content Analysis Problems
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    Chapter 47 Block Operator Context Scanning for Commercial Tracking
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    Chapter 48 Identifying Conceptual Layers in the Ontology Development Process