Advances in Artificial Intelligence and Its Applications

Table of Contents

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   Book Overview
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   Chapter 1 Measuring Non-compositionality of Verb-Noun Collocations Using Lexical Functions and WordNet Hypernyms
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   Chapter 2 Fuzzy-Probabilistic Estimation of the Electric Vehicles Energy Consumption
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   Chapter 3 Data-Driven Unsupervised Evaluation of Automatic Text Summarization Systems
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   Chapter 4 Extractive Single-Document Summarization Based on Global-Best Harmony Search and a Greedy Local Optimizer
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   Chapter 5 SVD-LDA: Topic Modeling for Full-Text Recommender Systems
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   Chapter 6 Movies Recommendation Based on Opinion Mining in Twitter
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   Chapter 7 Inferring Sentiment-Based Priors in Topic Models
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   Chapter 8 Analysis of Negation Cues for Semantic Orientation Classification of Reviews in Spanish
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    Chapter 9 Detecting Social Spammers in Colombia 2014 Presidential Election
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    Chapter 10 NLP Methodology as Guidance and Verification of the Data Mining of Survey ENSANUT 2012
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    Chapter 11 A Comparative Framework to Evaluate Recommender Systems in Technology Enhanced Learning: a Case Study
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    Chapter 12 An Affective and Cognitive Tutoring System for Learning Programming
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    Chapter 13 Strategic Learning Meta-Model (SLM): Architecture of the Personalized Virtual Learning Environment (PVLE) Based on the Cloud Computing
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    Chapter 14 Open Student Model for Blended Training in the Electrical Tests Domain
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    Chapter 15 Applying Data Mining Techniques to Identify Success Factors in Students Enrolled in Distance Learning: A Case Study
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    Chapter 16 Automatic Evaluation of Music Students
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    Chapter 17 On the Extended Specific Objectivity of Some Pseudo–Rasch Models Applied in Testing Scenarios
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    Chapter 18 Algorithms and Machine Learning Techniques in Collaborative Group Formation
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    Chapter 19 An Architecture Proposal Based in Intelligent Algorithms for Motifs Discovery in Genetic Expressions
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    Chapter 20 A Kernel-Based Predictive Model for Guillain-Barré Syndrome
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    Chapter 21 Feature Selection in Spectroscopy Brain Cancer Data
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    Chapter 22 Towards Ambient Intelligent Care and Assistance Systems for Patients with Dementia
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    Chapter 23 Analysis of Neurosurgery Data Using Statistical and Data Mining Methods
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    Chapter 24 Massively Parallel Cellular Matrix Model for Superpixel Adaptive Segmentation Map
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    Chapter 25 Feature Extraction-Selection Scheme for Hyperspectral Image Classification Using Fourier Transform and Jeffries-Matusita Distance
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    Chapter 26 Unconstrained Facial Images: Database for Face Recognition Under Real-World Conditions
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    Chapter 27 Application of a Face Recognition System Based on LBP on Android OS
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    Chapter 28 Feature to Feature Matching for LBP Based Face Recognition
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    Chapter 29 Classification of Different Vegetation Types Combining Two Information Sources Through a Probabilistic Segmentation Approach
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    Chapter 30 Place Recognition Based Visual Localization Using LBP Feature and SVM
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    Chapter 31 TSP in Partitioning with Tabu Search
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    Chapter 32 On a Relative MaxSAT Encoding for the Steiner Tree Problem in Graphs
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    Chapter 33 Left-Right Relations for Qualitative Representation and Alignment of Planar Spatial Networks
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    Chapter 34 Multiobjective Optimization Approach for Preference-Disaggregation Analysis Under Effects of Intensity
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    Chapter 35 TwoPILP: An Integer Programming Method for HCSP in Parallel Computing Centers
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    Chapter 36 Building Optimal Operation Policies for Dam Management Using Factored Markov Decision Processes
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    Chapter 37 Fishery Forecasting Based on Singular Spectrum Analysis Combined with Bivariate Regression
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    Chapter 38 Artificial Hydrocarbon Networks for Online Sales Prediction
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    Chapter 39 Data-Driven Construction of Local Models for Short-Term Wind Speed Prediction
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    Chapter 40 A Tool for Learning Dynamic Bayesian Networks for Forecasting
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    Chapter 41 More Accurate Inference of User Profiles in Online Social Networks
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    Chapter 42 Credit Scoring Model for Payroll Issuers: A Real Case
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    Chapter 43 Towards Autonomous Flight of Low-Cost MAVs by Using a Probabilistic Visual Odometry Approach
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    Chapter 44 Location and Activity Detection for Indoor Environments
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    Chapter 45 Short-Term Motion Tracking Using Inexpensive Sensors
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    Chapter 46 Conditional Colored Petri Net for Modelling an Automated GDM System