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Bioinspired Computation in Artificial Systems

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Cover of 'Bioinspired Computation in Artificial Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Online Control of Enumeration Strategies via Bat-Inspired Optimization
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    Chapter 2 LEXMATH - A Tool for the Study of Available Lexicon in Mathematics
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    Chapter 3 Low-Power Occupancy Sensor for an Ambient Assisted Living System
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    Chapter 4 Evolution of Synaptic Delay Based Neural Controllers for Implementing Central Pattern Generators in Hexapod Robotic Structures
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    Chapter 5 Genetic Algorithm for the Job-Shop Scheduling with Skilled Operators
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    Chapter 6 Preliminary Design of the Real-Time Control Software for the Adaptive Optics of AOLI
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    Chapter 7 Graph-Based Learning on Sparse Data for Recommendation Systems in Social Networks
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    Chapter 8 Self-sampling Strategies for Multimemetic Algorithms in Unstable Computational Environments
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    Chapter 9 On the Influence of Illumination Quality in 2D Facial Recognition
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    Chapter 10 A Binary Cuckoo Search Algorithm for Solving the Set Covering Problem
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    Chapter 11 State Machine Based Architecture to Increase Flexibility of Dual-Arm Robot Programming
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    Chapter 12 A Cellular Automata Model for Mobile Worm Propagation
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    Chapter 13 Evolving Cellular Automata to Segment Hyperspectral Images Using Low Dimensional Images for Training
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    Chapter 14 Multicriteria Inventory Routing by Cooperative Swarms and Evolutionary Algorithms
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    Chapter 15 Embodied Evolution for Collective Indoor Surveillance and Location
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    Chapter 16 On the Spectral Clustering for Dynamic Data
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    Chapter 17 A Multiple-Model Particle Filter Based Method for Slide Detection and Compensation in Road Vehicles
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    Chapter 18 Pedestrian Tracking-by-Detection Using Image Density Projections and Particle Filters
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    Chapter 19 Comparative Study of the Features Used by Algorithms Based on Viola and Jones Face Detection Algorithm
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    Chapter 20 Experiments of Skin Detection in Hyperspectral Images
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    Chapter 21 Scene Recognition for Robot Localization in Difficult Environments
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    Chapter 22 Pyramid Representations of the Set of Actions in Reinforcement Learning
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    Chapter 23 Related Tasks Selection to Multitask Learning Schemes
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    Chapter 24 Towards Robot Localization Using Bluetooth Low Energy Beacons RSSI Measures
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    Chapter 25 Development of a Web Platform for On-line Robotics Learning Workshops Using Real Robots
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    Chapter 26 A Growing Functional Modules Learning Based Controller Designed to Balance of a Humanoid Robot on One Foot
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    Chapter 27 Optimized Representation of 3D Sequences Using Neural Networks
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    Chapter 28 Object Recognition in Noisy RGB-D Data
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    Chapter 29 Topology Preserving Self-Organizing Map of Features in Image Space for Trajectory Classification
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    Chapter 30 A Comparative Study of Downsampling Techniques for Non-rigid Point Set Registration Using Color
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    Chapter 31 Robust Control Tuning by PSO of Aerial Robots Hose Transportation
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    Chapter 32 Visual Bug Algorithm for Simultaneous Robot Homing and Obstacle Avoidance Using Visual Topological Maps in an Unmanned Ground Vehicle
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    Chapter 33 Neural Modeling of Hose Dynamics to Speedup Reinforcement Learning Experiments
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    Chapter 34 Autonomous Robot Navigation Based on Pattern Recognition Techniques and Artificial Neural Networks
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    Chapter 35 Collaborative Group Formation Using Genetic Algorithms
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    Chapter 36 The CALIMACO Multimodal System: Providing Enhanced Library Services Using Mobile Devices
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    Chapter 37 Agent Based Modelling to Build Serious Games: The Learn to Lead Game
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    Chapter 38 An Augmented Reality Application for Learning Anatomy
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    Chapter 39 Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach
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    Chapter 40 Multicriterion Segmentation of Demand Markets to Increase Forecasting Accuracy of Analogous Time Series: A First Investigation
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    Chapter 41 A Self-Organising Multi-Manifold Learning Algorithm
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    Chapter 42 Artificial Metaplasticity for Deep Learning: Application to WBCD Breast Cancer Database Classification
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    Chapter 43 Comparing ELM Against MLP for Electrical Power Prediction in Buildings
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    Chapter 44 Fish Monitoring and Sizing Using Computer Vision
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    Chapter 45 Computer-Aided Development of Thermo-Mechanical Laser Surface Treatments for the Fatigue Life Extension of Bio-Mechanical Components
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    Chapter 46 From Smart Grids to Business Intelligence, a Challenge for Bioinspired Systems
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    Chapter 47 Neural Recognition of Real and Computer-Designed Architectural Images
Attention for Chapter 39: Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach
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Chapter title
Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach
Chapter number 39
Book title
Bioinspired Computation in Artificial Systems
Published in
Lecture notes in computer science, January 2015
DOI 10.1007/978-3-319-18833-1_39
Book ISBNs
978-3-31-918832-4, 978-3-31-918833-1

Antonio J. Tallón-Ballesteros, José C. Riquelme


José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Fco. Javier Toledo-Moreo, Hojjat Adeli

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 16 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 16 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 3 19%
Professor 2 13%
Student > Ph. D. Student 2 13%
Other 1 6%
Unspecified 1 6%
Other 3 19%
Unknown 4 25%
Readers by discipline Count As %
Computer Science 5 31%
Engineering 3 19%
Unspecified 1 6%
Social Sciences 1 6%
Economics, Econometrics and Finance 1 6%
Other 0 0%
Unknown 5 31%