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Intelligent Data Engineering and Automated Learning – IDEAL 2015

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Cover of 'Intelligent Data Engineering and Automated Learning – IDEAL 2015'

Table of Contents

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    Book Overview
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    Chapter 1 Data Streams Fusion by Frequent Correlations Mining
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    Chapter 2 Web Genre Classification via Hierarchical Multi-label Classification
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    Chapter 3 Multi-agent Reinforcement Learning for Control Systems: Challenges and Proposals
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    Chapter 4 Optimal Filtering for Time Series Classification
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    Chapter 5 Addressing Overlapping in Classification with Imbalanced Datasets: A First Multi-objective Approach for Feature and Instance Selection
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    Chapter 6 Cost-Sensitive Neural Network with ROC-Based Moving Threshold for Imbalanced Classification
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    Chapter 7 Managing Monotonicity in Classification by a Pruned Random Forest
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    Chapter 8 Ensemble Selection Based on Discriminant Functions in Binary Classification Task
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    Chapter 9 An Extension of Multi-label Binary Relevance Models Based on Randomized Reference Classifier and Local Fuzzy Confusion Matrix
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    Chapter 10 Fusion of Self-Organizing Maps with Different Sizes
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    Chapter 11 A Particle Swarm Clustering Algorithm with Fuzzy Weighted Step Sizes
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    Chapter 12 A Bacterial Colony Algorithm for Association Rule Mining
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    Chapter 13 Information Retrieval and Data Forecasting via Probabilistic Nodes Combination
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    Chapter 14 EVIDIST: A Similarity Measure for Uncertain Data Streams
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    Chapter 15 Knowledge Discovery in Enterprise Databases for Forecasting New Product Success
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    Chapter 16 Effective Realizations of Biorthogonal Wavelet Transforms of Lengths $$2K + 1$$ / $$2K - 1$$ with Lattice Structures on GPU and CPU
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    Chapter 17 Deterministic Extraction of Compact Sets of Rules for Subgroup Discovery
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    Chapter 18 Variable Transformation for Granularity Change in Hierarchical Databases in Actual Data Mining Solutions
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    Chapter 19 OMAIDS: A Multi-agents Intrusion Detection System Based Ontology
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    Chapter 20 ICA for Detecting Artifacts in a Few Channel BCI
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    Chapter 21 An Empirical Evaluation of Robust Gaussian Process Models for System Identification
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    Chapter 22 Throughput Analysis of Automatic Production Lines Based on Simulation Methods
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    Chapter 23 A Novel Recursive Solution to LS-SVR for Robust Identification of Dynamical Systems
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    Chapter 24 NMF and PCA as Applied to Gearbox Fault Data
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    Chapter 25 Application of Cascades of Classifiers in the Vehicle Detection Scenario for the ‘SM4Public’ System
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    Chapter 26 Assessment of Production System Stability with the Use of the FMEA Analysis and Simulation Models
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    Chapter 27 Study of Collective Robotic Tasks Based on the Behavioral Model of the Agent
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    Chapter 28 Minimalist Artificial Eye for Autonomous Robots and Path Planning
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    Chapter 29 15 DOF Robotic Hand Fuzzy-Sliding Control for Grasping Tasks
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    Chapter 30 Intelligent Automated Design of Machine Components Using Antipatterns
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    Chapter 31 Application of Fuzzy Logic Controller for Machine Load Balancing in Discrete Manufacturing System
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    Chapter 32 Data-Driven Simulation Model Generation for ERP and DES Systems Integration
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    Chapter 33 Improving the NSGA-II Performance with an External Population
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    Chapter 34 Local Search Based on a Local Utopia Point for the Multiobjective Travelling Salesman Problem
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    Chapter 35 A Simulated Annealing Heuristic for a Branch and Price-Based Routing and Spectrum Allocation Algorithm in Elastic Optical Networks
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    Chapter 36 A Hybrid Programming Framework for Resource-Constrained Scheduling Problems
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    Chapter 37 Tabu Search Algorithm for Routing and Spectrum Allocation of Multicast Demands in Elastic Optical Networks
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    Chapter 38 Simulated Annealing Algorithm for Minimization of Bandwidth Fragmentation in Elastic Optical Networks with Multicast and Unicast Flows
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    Chapter 39 Multi Population Pattern Searching Algorithm for Solving Routing Spectrum Allocation with Joint Unicast and Anycast Problem in Elastic Optical Networks
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    Chapter 40 Hybrid Evolutionary Algorithm with Adaptive Crossover, Mutation and Simulated Annealing Processes to Project Scheduling
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    Chapter 41 Building an Efficient Evolutionary Algorithm for Forex Market Predictions
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    Chapter 42 Tabu-Search Algorithm for Optimization of Elastic Optical Network Based Distributed Computing Systems
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    Chapter 43 Multi-manifold Approach to Multi-view Face Recognition
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    Chapter 44 Neural Network-Based User-Independent Physical Activity Recognition for Mobile Devices
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    Chapter 45 Reduction of Signal Strength Data for Fingerprinting-Based Indoor Positioning
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    Chapter 46 Pattern Password Authentication Based on Touching Location
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    Chapter 47 A New Approach to Link Prediction in Gene Regulatory Networks
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    Chapter 48 On Stability of Ensemble Gene Selection
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    Chapter 49 Early Alzheimer’s Disease Prediction in Machine Learning Setup: Empirical Analysis with Missing Value Computation
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    Chapter 50 Description of Visual Content in Dermoscopy Images Using Joint Histogram of Multiresolution Local Binary Patterns and Local Contrast
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    Chapter 51 Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment
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    Chapter 52 Multistep Forecast of FX Rates Using an Extended Self-organizing Regressive Neural Network
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    Chapter 53 Natural Gesture Based Interaction with Virtual Heart in Augmented Reality
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    Chapter 54 Qualitative and Quantitative Sentiment Proxies: Interaction Between Markets
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    Chapter 55 Propagating Disaster Warnings on Social and Digital Media
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    Chapter 56 A Distributed Approach to Flood Prediction Using a WSN and ML: A Comparative Study of ML Techniques in a WSN Deployed in Brazil
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    Chapter 57 A Learning Web Platform Based on a Fuzzy Linguistic Recommender System to Help Students to Learn Recommendation Techniques
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    Chapter 58 Comparison of Clustering Methods in Cotton Textile Industry
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    Chapter 59 A Belief Function Reasoning Approach to Web User Profiling
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    Chapter 60 The Belief Theory for Emotion Recognition
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    Chapter 61 Using a Portable Device for Online Single-Trial MRCP Detection and Classification
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    Chapter 62 The Impact of News Media and Affect in Financial Markets
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    Chapter 63 Clusterization of Indices and Assets in the Stock Market
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    Chapter 64 Behaviour and Markets: The Interaction Between Sentiment Analysis and Ethical Values?
Overall attention for this book and its chapters
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Title
Intelligent Data Engineering and Automated Learning – IDEAL 2015
Published by
Springer International Publishing, October 2015
DOI 10.1007/978-3-319-24834-9
ISBNs
978-3-31-924833-2, 978-3-31-924834-9
Editors

Jackowski, Konrad, Burduk, Robert, Walkowiak, Krzysztof, Wozniak, Michal, Yin, Hujun

X Demographics

X Demographics

The data shown below were collected from the profile of 1 X user 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 9 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 9 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 33%
Student > Master 2 22%
Researcher 1 11%
Unknown 3 33%
Readers by discipline Count As %
Computer Science 2 22%
Chemical Engineering 1 11%
Environmental Science 1 11%
Engineering 1 11%
Unknown 4 44%