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Intelligent Data Engineering and Automated Learning – IDEAL 2014 : 15th International Conference, Salamanca, Spain, September 10-12, 2014. Proceedings

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Cover of 'Intelligent Data Engineering and Automated Learning – IDEAL 2014 : 15th International Conference, Salamanca, Spain, September 10-12, 2014. Proceedings'

Table of Contents

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    Book Overview
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    Chapter 1 MLeNN: A First Approach to Heuristic Multilabel Undersampling
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    Chapter 2 Development of Eye-Blink Controlled Application for Physically Handicapped Children
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    Chapter 3 Generation of Reducts Based on Nearest Neighbor Relation
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    Chapter 4 Automatic Content Related Feedback for MOOCs Based on Course Domain Ontology
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    Chapter 5 User Behavior Modeling in a Cellular Network Using Latent Dirichlet Allocation
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    Chapter 6 Sample Size Issues in the Choice between the Best Classifier and Fusion by Trainable Combiners
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    Chapter 7 On Interlinking Linked Data Sources by Using Ontology Matching Techniques and the Map-Reduce Framework
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    Chapter 8 Managing Borderline and Noisy Examples in Imbalanced Classification by Combining SMOTE with Ensemble Filtering
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    Chapter 9 TweetSemMiner: A Meta-Topic Identification Model for Twitter Using Semantic Analysis
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    Chapter 10 Use of Empirical Mode Decomposition for Classification of MRCP Based Task Parameters
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    Chapter 11 Diversified Random Forests Using Random Subspaces
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    Chapter 12 Fast Frequent Pattern Detection Using Prime Numbers
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    Chapter 13 Multi-step Forecast Based on Modified Neural Gas Mixture Autoregressive Model
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    Chapter 14 LBP and Machine Learning for Diabetic Retinopathy Detection
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    Chapter 15 Automatic Validation of Flowmeter Data in Transport Water Networks: Application to the ATLLc Water Network
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    Chapter 16 Data Analysis for Detecting a Temporary Breath Inability Episode
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    Chapter 17 CPSO Applied in the Optimization of a Speech Recognition System
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    Chapter 18 Object-Neighbourhood Clustering Ensemble Method
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    Chapter 19 A Novel Recursive Kernel-Based Algorithm for Robust Pattern Classification
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    Chapter 20 Multi-Objective Genetic Algorithms for Sparse Least Square Support Vector Machines
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    Chapter 21 Pixel Classification and Heuristics for Facial Feature Localization
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    Chapter 22 A New Appearance Signature for Real Time Person Re-identification
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    Chapter 23 A New Hand Posture Recognizer Based on Hybrid Wavelet Network Including a Fuzzy Decision Support System
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    Chapter 24 Sim-EA: An Evolutionary Algorithm Based on Problem Similarity
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    Chapter 25 Multiobjective Dynamic Constrained Evolutionary Algorithm for Control of a Multi-segment Articulated Manipulator
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    Chapter 26 Parameter Dependence in Cumulative Selection
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    Chapter 27 Explanatory Inference under Uncertainty
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    Chapter 28 A Novel Ego-Centered Academic Community Detection Approach via Factor Graph Model
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    Chapter 29 Intelligent Promotions Recommendation System for Instaprom Platform
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    Chapter 30 Kernel K -Means Low Rank Approximation for Spectral Clustering and Diffusion Maps
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    Chapter 31 Linear Regression Fisher Discrimination Dictionary Learning for Hyperspectral Image Classification
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    Chapter 32 Ensemble-Distributed Approach in Classification Problem Solution for Intrusion Detection Systems
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    Chapter 33 Weight Update Sequence in MLP Networks
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    Chapter 34 Modeling of Bicomponent Mixing System Used in the Manufacture of Wind Generator Blades
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    Chapter 35 Branching to Find Feasible Solutions in Unmanned Air Vehicle Mission Planning
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    Chapter 36 Towards Data Mart Building from Social Network for Opinion Analysis
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    Chapter 37 A Novel Self Suppression Operator Used in TMA
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    Chapter 38 Machine Learning Methods for Mortality Prediction of Polytraumatized Patients in Intensive Care Units – Dealing with Imbalanced and High-Dimensional Data
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    Chapter 39 Nonconvex Functions Optimization Using an Estimation of Distribution Algorithm Based on a Multivariate Extension of the Clayton Copula
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    Chapter 40 News Mining Using Evolving Fuzzy Systems
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    Chapter 41 Predicting Students’ Results Using Rough Sets Theory
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    Chapter 42 Graph-Based Object Class Discovery from Images with Multiple Objects
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    Chapter 43 A Proposed Extreme Learning Machine Pruning Based on the Linear Combination of the Input Data and the Output Layer Weights
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    Chapter 44 A Drowsy Driver Detection System Based on a New Method of Head Posture Estimation
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    Chapter 45 A CBR-Based Game Recommender for Rehabilitation Videogames in Social Networks
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    Chapter 46 A New Semantic Approach for CBIR Based on Beta Wavelet Network Modeling Shape Refined by Texture and Color Features
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    Chapter 47 Tackling Ant Colony Optimization Meta-Heuristic as Search Method in Feature Subset Selection Based on Correlation or Consistency Measures
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    Chapter 48 EventStory: Event Detection Using Twitter Stream Based on Locality
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    Chapter 49 Univariate Marginal Distribution Algorithm with Markov Chain Predictor in Continuous Dynamic Environments
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    Chapter 50 A Diversity-Adaptive Hybrid Evolutionary Algorithm to Solve a Project Scheduling Problem
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    Chapter 51 Computing Platforms for Large-Scale Multi-Agent Simulations: The Niche for Heterogeneous Systems
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    Chapter 52 Fuzzy Tool for Proposal of Suitable Products in Online Store and CRM System
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    Chapter 53 Giving Voice to the Internet by Means of Conversational Agents
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    Chapter 54 Multivariate Cauchy EDA Optimisation
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    Chapter 55 Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems
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    Chapter 56 Zero–Latency Data Warehouse System Based on Parallel Processing and Cache Module
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    Chapter 57 Distributed Multimedia Information System for Traffic Monitoring and Managing
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    Chapter 58 Auto-adaptation of Genetic Operators for Multi-objective Optimization in the Firefighter Problem
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    Chapter 59 Business and Government Organizations’ Adoption of Cloud Computing
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    Chapter 60 Erratum: Ensemble-Distributed Approach in Classification Problem Solution for Intrusion Detection Systems
Overall attention for this book and its chapters
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Title
Intelligent Data Engineering and Automated Learning – IDEAL 2014 : 15th International Conference, Salamanca, Spain, September 10-12, 2014. Proceedings
Published by
Springer International Publishing, December 2014
DOI 10.1007/978-3-319-10840-7
ISBNs
978-3-31-910839-1, 978-3-31-910840-7
Editors

Corchado, Emilio, Yin, Hujun, Quintián, Héctor, Lozano, José A.

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The data shown below were collected from the profiles of 3 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 11 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 11 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 2 18%
Professor 2 18%
Student > Ph. D. Student 2 18%
Lecturer 1 9%
Student > Master 1 9%
Other 2 18%
Unknown 1 9%
Readers by discipline Count As %
Computer Science 6 55%
Linguistics 1 9%
Neuroscience 1 9%
Engineering 1 9%
Design 1 9%
Other 0 0%
Unknown 1 9%