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Advances in Computational Intelligence

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Table of Contents

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    Book Overview
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    Chapter 1 Gaze Gesture Recognition with Hierarchical Temporal Memory Networks
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    Chapter 2 Feature Selection for Multi-label Classification Problems
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    Chapter 3 A Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique
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    Chapter 4 Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation
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    Chapter 5 Multi-Valued Neurons: Hebbian and Error-Correction Learning
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    Chapter 6 Multi-label Testing for CO 2 RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification
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    Chapter 7 Single Neuron Transient Activity Detection by Means of Tomography
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    Chapter 8 Estimate of a Probability Density Function through Neural Networks
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    Chapter 9 A Neural Fuzzy Inference Based Adaptive Controller Using Learning Process for Nonholonomic Robots
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    Chapter 10 A Multi-Objective Evolutionary Algorithm for Network Intrusion Detection Systems
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    Chapter 11 A Cognitive Approach for Robots’ Vision Using Unsupervised Learning and Visual Saliency
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    Chapter 12 Fusing Heterogeneous Data Sources Considering a Set of Equivalence Constraints
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    Chapter 13 A Novel Heuristic for Building Reduced-Set SVMs Using the Self-Organizing Map
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    Chapter 14 An Additive Decision Rules Classifier for Network Intrusion Detection
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    Chapter 15 Multi-modal Opponent Behaviour Prognosis in E-Negotiations
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    Chapter 16 An AER to CAN Bridge for Spike-Based Robot Control
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    Chapter 17 Neuromorphic Real-Time Objects Tracking Using Address Event Representation and Silicon Retina
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    Chapter 18 Performance Study of Software AER-Based Convolutions on a Parallel Supercomputer
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    Chapter 19 Frequency Analysis of a 64x64 Pixel Retinomorphic System with AER Output to Estimate the Limits to Apply onto Specific Mechanical Environment
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    Chapter 20 An AER Spike-Processing Filter Simulator and Automatic VHDL Generator Based on Cellular Automata
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    Chapter 21 A Biologically Inspired Neural Network for Autonomous Underwater Vehicles
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    Chapter 22 A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms
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    Chapter 23 Forecasting Based on Short Time Series Using ANNs and Grey Theory – Some Basic Comparisons
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    Chapter 24 Short-Term Wind Power Forecast Based on Cluster Analysis and Artificial Neural Networks
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    Chapter 25 Back Propagation with Balanced MSE Cost Function and Nearest Neighbor Editing for Handling Class Overlap and Class Imbalance
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    Chapter 26 Combination of GA and ANN to High Accuracy of Polarimetric SAR Data Classification
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    Chapter 27 Gradient Descent Optimization for Routing in Multistage Interconnection Networks
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    Chapter 28 The Command Control of a Two-Degree-of-Freedom Platform by Hand Gesture Moment Invariants
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    Chapter 29 Network Intrusion Prevention by Using Hierarchical Self-Organizing Maps and Probability-Based Labeling
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    Chapter 30 Human/Robot Interface for Voice Teleoperation of a Robotic Platform
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    Chapter 31 Graph Laplacian for Semi-supervised Feature Selection in Regression Problems
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    Chapter 32 Detection of Transients in Steel Casting through Standard and AI-Based Techniques
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    Chapter 33 Oesophageal Voice Harmonic to Noise Ratio Enhancement over UMTS Networks Using Kalman-EM
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    Chapter 34 Study of Various Neural Networks to Improve the Defuzzification of Fuzzy Clustering Algorithms for ROIs Detection in Lung CTs
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    Chapter 35 Differential Evolution Optimization of 3D Topological Active Volumes
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    Chapter 36 Genetic Algorithms Applied to the Design of 3D Photonic Crystals
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    Chapter 37 Sliding Empirical Mode Decomposition for On-line Analysis of Biomedical Time Series
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    Chapter 38 Suitability of Artificial Neural Networks for Designing LoC Circuits
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    Chapter 39 Aeration Control and Parameter Soft Estimation for a Wastewater Treatment Plant Using a Neurogenetic Design
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    Chapter 40 Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA
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    Chapter 41 Early Pigmentary Retinosis Diagnostic Based on Classification Trees
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    Chapter 42 Audio-Cued SMR Brain-Computer Interface to Drive a Virtual Wheelchair
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    Chapter 43 A Domotic Control System Using Brain-Computer Interface (BCI)
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    Chapter 44 A Dictionary-Driven SSVEP Speller with a Modified Graphical User Interface
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    Chapter 45 Non-invasive Brain-Computer Interfaces: Enhanced Gaming and Robotic Control
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    Chapter 46 An EEG-Based Design for the Online Detection of Movement Intention
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    Chapter 47 Auditory Brain-Computer Interfaces for Complete Locked-In Patients
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    Chapter 48 Brain-Computer Interface: Generic Control Interface for Social Interaction Applications
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    Chapter 49 Variable Selection in a GPU Cluster Using Delta Test
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    Chapter 50 Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics
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    Chapter 51 Efficient Simulation of Spatio–temporal Dynamics in Ultrasonic Resonators
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    Chapter 52 GPU Implementation of a Bio-inspired Vision Model
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    Chapter 53 Bipartite Graph Matching on GPU over Complete or Local Grid Neighborhoods
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    Chapter 54 GPU Computation in Bioinspired Algorithms: A Review
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    Chapter 55 About Complete Obligatory Hybrid Networks of Evolutionary Processors without Substitution
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    Chapter 56 Chemical Signaling as a Useful Metaphor for Resource Management
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    Chapter 57 Distributed Simulation of P Systems by Means of Map-Reduce: First Steps with Hadoop and P-Lingua
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    Chapter 58 Hierarchy Results on Stateless Multicounter 5′ → 3′ Watson-Crick Automata
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    Chapter 59 Towards a Bio-computational Model of Natural Language Learning
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    Chapter 60 Computing Languages with Bio-inspired Devices and Multi-Agent Systems
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    Chapter 61 A Novel Strategy for Improving the Quality of Embedded Zerotree Wavelet Images Transmitted over Alamouti Coding Systems
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    Chapter 62 Applying Data Mining Techniques in a Wyner-Ziv to H.264 Video Transcoder
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    Chapter 63 On the Use of Genetic Algorithms to Improve Wavelet Sign Coding Performance
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    Chapter 64 Kernel-Based Object Tracking Using a Simple Fuzzy Color Histogram
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    Chapter 65 Computational Intelligence in Multimedia Processing
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    Chapter 66 Isometric Coding of Spiking Haptic Signals by Peripheral Somatosensory Neurons
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    Chapter 67 Context Separability Mediated by the Granular Layer in a Spiking Cerebellum Model for Robot Control
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    Chapter 68 Realistic Modeling of Large-Scale Networks: Spatio-temporal Dynamics and Long-Term Synaptic Plasticity in the Cerebellum
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    Chapter 69 Event and Time Driven Hybrid Simulation of Spiking Neural Networks
Overall attention for this book and its chapters
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Title
Advances in Computational Intelligence
Published by
Springer Berlin Heidelberg, May 2011
DOI 10.1007/978-3-642-21501-8
ISBNs
978-3-64-221500-1, 978-3-64-221501-8
Editors

Cabestany, Joan, Rojas, Ignacio, Joya, Gonzalo, Cabestany, Joan, Rojas, Ignacio, Joya, Gonzalo

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 > Doctoral Student 1 11%
Lecturer 1 11%
Unknown 4 44%
Readers by discipline Count As %
Computer Science 2 22%
Engineering 2 22%
Neuroscience 1 11%
Unknown 4 44%