Advances in computational intelligence : 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Puerto de la Cruz, Tenerife, Spain, June 12-14, 2013, Proceedings. Part II / Ignacio Rojas, Gonzalo Joya, Joan Cabestany (eds.).

By: (12th : International Work-Conference on Artificial and Natural Neural Networks (12th : 2013 : Puerto de la Cruz, Canary Islands)
Contributor(s): Rojas, Ignacio | Joya, Gonzalo | Cabestany, Joan
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7903.; LNCS sublibrary: Publisher: Berlin ; New York : Springer, ©2013Description: 1 online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783642386824; 3642386822Other title: IWANN 2013Subject(s): Computational intelligence -- Congresses | Neural networks (Computer science) -- Congresses | Artificial Intelligence | Neural Networks, Computer | Computational intelligence | Neural networks (Computer science) | Computer science | Data mining | Artificial intelligence | Optical pattern recognition | Computational Biology/Bioinformatics | Pattern Recognition | Models and PrinciplesGenre/Form: Congress. | Electronic books. | Ebook. | Conference papers and proceedings. Additional physical formats: Printed edition:: No titleDDC classification: 006.3 LOC classification: Q342 | .I58 2013Online resources: Click here to access online
Contents:
Metaheuristics. Model Probability in Self-organising Maps / Anastassia Angelopoulou, Alexandra Psarrou, José García-Rodríguez -- Topological Effects on the Performance of Island Model of Parallel Genetic Algorithm / Wang Guan, Kwok Yip Szeto -- Artificial Bee Clustering Search / Tarcísio Souza Costa, Alexandre César Muniz de Oliveira -- A Metaheuristic Approach for the Seaside Operations in Maritime Container Terminals / Eduardo Lalla Ruiz, Christopher Expósito Izquierdo, Belén Melián Batista -- Restricted Dynamic Heterogeneous Fleet Vehicle Routing Problem with Time Windows / Jesica de Armas, Belén Melián-Batista, José A. Moreno-Pérez -- Effect of the Initial Solutions to Balance Routes in Vehicle Routing Problem with Time Windows / Alondra De Santiago [and others] -- An Ant System Algorithm for the Neutralization Problem / Ramazan Algin [and others] -- Solving Credit Card Fraud Detection Problem by the New Metaheuristics Migrating Birds Optimization / Ekrem Duman, Ilker Elikucuk.
Bioinformatics/Biomedicine in Computational Intelligence. Parametric and Non-parametric Feature Selection for Kidney Transplants / Raimundo Garcia-del-Moral [and others] -- Acute Lymphoblastic Leukemia Identification Using Blood Smear Images and a Neural Classifier / Adnan Khashman, Hayder Hassan Abbas -- Modeling of Survival Curves in Food Microbiology Using Fuzzy Wavelet Neural Networks / Vassilis S. Kodogiannis, Ilias Petrounias -- Modeling Tissue Temperature Dynamics during Laser Exposure / Loris Fichera, Diego Pardo, Leonardo S. Mattos -- An Ensemble of Classifiers Guided by the AAL Brain Atlas for Alzheimer's Disease Detection / Alexandre Savio, Manuel Graña -- Saccadic Points Classification Using Multilayer Perceptron and Random Forest Classifiers in EOG Recordings of Patients with Ataxia SCA2 / Roberto Becerra [and others] -- Phonocardiography Signal Segmentation for Telemedicine Environments / Santiago Murillo Rendón, Cristian Castro Hoyos, Carlos M. Travieso-Gonzales -- Selection of Wavelet Decomposition Level for Electro-Oculographic Saccadic De-noising / Rodolfo Garcá-Bermúdez, Fernando Rojas, Roberto Antonio Becerra García.
Identification of Postural Transitions Using a Waist-Located Inertial Sensor / Daniel Rodríguez Martín [and others] -- Evaluating Multiple Sequence Alignments Using a LS-SVM Approach with a Heterogeneous Set of Biological Features / Francisco Ortuño [and others] -- Animal Vibrissae: Modeling and Adaptive Control of Bio-inspired Sensors / Carsten Behn [and others] -- Brain Signal Based Continuous Authentication: Functional NIRS Approach / Michitaro Shozawa [and others] -- Risk Prediction of Femoral Neck Osteoporosis Using Machine Learning and Conventional Methods / Tae Keun Yoo [and others] -- Out of Core Computation of HSPs for Large Biological Sequences / Andrés Rodríguez Moreno, Óscar Torreño Tirado, Oswaldo Trelles Salazar -- Bio-Cirrus: A Framework for Running Legacy Bioinformatics Applications with Cloud Computing Resources / Tor Johan Mikael Karlsson [and others] -- Activity Recognition Based on a Multi-sensor Meta-classifier / Oresti Baños [and others] -- Indoor Activity Recognition by Combining One-vs.-All Neural Network Classifiers Exploiting Wearable and Depth Sensors / Benoît Delachaux [and others].
Fuzzy Logic and Soft Computing Applications. On Galois Connections and Soft Computing / F. García-Pardo [and others] -- A Proximity-Based Method for Discovery of Generalized Knowledge and Its Incorporation to the Bousi~Prolog System / Pascual Julián-Iranzo, Clemente Rubio-Manzano -- Fuzzy Property-Oriented Concept Lattices in Morphological Image and Signal Processing / Cristina Alcalde [and others] -- Automated Inference with Fuzzy Functional Dependencies over Graded Data / José Manuel Rodríguez-Jiménez [and others] -- On the Classification of Fuzzy-Attributes in Multi-adjoint Concept Lattices / Maria Eugenia Cornejo, Jesús Medina-Moreno, Eloisa Ramírez -- Can Machine Learning Techniques Help to Improve the Common Fisheries Policy? / María Pérez-Ortiz, Rosa Colmenarejo, Juan Carlos Fernández Caballero -- Integration of Fuzzy Systems and Genetic Algorithm in Permeability Prediction / Ahmad Ja'fari, Rasoul Hamidzadeh Moghadam -- Annotating "Fuzzy Chance Degrees" When Debugging XPath Queries / Jesús M. Almendros-Jiménez, Alejandro Luna Tedesqui, Ginés Moreno.
Artificial Intelligence and Games. Designing and Evolving an Unreal TournamentTM 2004 Expert Bot / Antonio M. Mora [and others] -- Evolving the Strategies of Agents for the ANTS Game / José Carpio [and others] -- Interactive Techniques for Entertainment Applications Using Mobile Devices / José Luis Gutiérrez Rivas, Pedro Cano Olivares, Javier Díaz Alonso -- Car Setup Optimization via Evolutionary Algorithms / Carlos Cotta [and others].
Biological and Bio-inspired Dynamical Systems for Computational Intelligence. Numerical Implementation of Gradient Algorithms / Miguel Atencia [and others] -- A CNN Based Approach for Solving a Hyperbolic PDE Arising from a System of Conservation Laws -- the Case of the Overhead Crane / Daniela Danciu -- Reflections on Neural Networks as Repetitive Structures with Several Equilibria and Stable Behavior / Vladimir Răsvan -- A Retina-Inspired Neurocomputing Circuit for Image Representation / Hui Wei, Qing-song Zuo, Bo Lang -- Evolutionary Approach in Inventory Routing Problem / Dragan Simić, Svetlana Simić
Brain-Computer Interfaces and Neurotechnologies. BCI-Based Navigation in Virtual and Real Environments / Francisco Velasco-Alvarez, Ricardo Ron-Angevin, Miguel Angel Lopez-Gordo -- A Motor Imagery Based Brain-Computer Interface Speller / Bin Xia [and others] -- A New Method for BCI Spelling Using a 7 Segments Display / N. Galea-Sevilla [and others] -- Motor Imagery EEG-Based Person Verification / Phuoc Nguyen [and others].
Video and Image Processing. Computer-Aided Diagnosis in Wound Images with Neural Networks / María Navas [and others] -- Hierarchical Self-Organizing Networks for Multispectral Data Visualization / Esteban José Palomo [and others] -- A Self-organizing Map for Traffic Flow Monitoring / Rafael Marcos Luque-Baena [and others] -- Image Noise Detection in Global Illumination Methods Based on Fast Relevance Vector Machine / Joseph Constantin [and others] -- Improving 3D Keypoint Detection from Noisy Data Using Growing Neural Gas / José Garcia-Rodriguez [and others] -- Football Video Annotation Based on Player Motion Recognition Using Enhanced Entropy / Markos Mentzelopoulos, Alexandra Psarrou, Anastassia Angelopoulou -- Model-Based Multi-view Registration for RGB-D Sensors / Marcelo Saval-Calvo, Jorge Azorín-López, Andrés Fuster-Guilló -- 3D Hand Pose Estimation with Neural Networks / Jose Antonio Serra, José Garcia-Rodriguez, Sergio Orts-Escolano.
Summary: This two-volume set LNCS 7902 and 7903 constitutes the refereed proceedings of the 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, held in Puerto de la Cruz, Tenerife, Spain, in June 2013. The 116 revised papers were carefully reviewed and selected from numerous submissions for presentation in two volumes. The papers explore sections on mathematical and theoretical methods in computational intelligence, neurocomputational formulations, learning and adaptation emulation of cognitive functions, bio-inspired systems and neuro-engineering, advanced topics in computational intelligence and applications.
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Metaheuristics. Model Probability in Self-organising Maps / Anastassia Angelopoulou, Alexandra Psarrou, José García-Rodríguez -- Topological Effects on the Performance of Island Model of Parallel Genetic Algorithm / Wang Guan, Kwok Yip Szeto -- Artificial Bee Clustering Search / Tarcísio Souza Costa, Alexandre César Muniz de Oliveira -- A Metaheuristic Approach for the Seaside Operations in Maritime Container Terminals / Eduardo Lalla Ruiz, Christopher Expósito Izquierdo, Belén Melián Batista -- Restricted Dynamic Heterogeneous Fleet Vehicle Routing Problem with Time Windows / Jesica de Armas, Belén Melián-Batista, José A. Moreno-Pérez -- Effect of the Initial Solutions to Balance Routes in Vehicle Routing Problem with Time Windows / Alondra De Santiago [and others] -- An Ant System Algorithm for the Neutralization Problem / Ramazan Algin [and others] -- Solving Credit Card Fraud Detection Problem by the New Metaheuristics Migrating Birds Optimization / Ekrem Duman, Ilker Elikucuk.

Bioinformatics/Biomedicine in Computational Intelligence. Parametric and Non-parametric Feature Selection for Kidney Transplants / Raimundo Garcia-del-Moral [and others] -- Acute Lymphoblastic Leukemia Identification Using Blood Smear Images and a Neural Classifier / Adnan Khashman, Hayder Hassan Abbas -- Modeling of Survival Curves in Food Microbiology Using Fuzzy Wavelet Neural Networks / Vassilis S. Kodogiannis, Ilias Petrounias -- Modeling Tissue Temperature Dynamics during Laser Exposure / Loris Fichera, Diego Pardo, Leonardo S. Mattos -- An Ensemble of Classifiers Guided by the AAL Brain Atlas for Alzheimer's Disease Detection / Alexandre Savio, Manuel Graña -- Saccadic Points Classification Using Multilayer Perceptron and Random Forest Classifiers in EOG Recordings of Patients with Ataxia SCA2 / Roberto Becerra [and others] -- Phonocardiography Signal Segmentation for Telemedicine Environments / Santiago Murillo Rendón, Cristian Castro Hoyos, Carlos M. Travieso-Gonzales -- Selection of Wavelet Decomposition Level for Electro-Oculographic Saccadic De-noising / Rodolfo Garcá-Bermúdez, Fernando Rojas, Roberto Antonio Becerra García.

Identification of Postural Transitions Using a Waist-Located Inertial Sensor / Daniel Rodríguez Martín [and others] -- Evaluating Multiple Sequence Alignments Using a LS-SVM Approach with a Heterogeneous Set of Biological Features / Francisco Ortuño [and others] -- Animal Vibrissae: Modeling and Adaptive Control of Bio-inspired Sensors / Carsten Behn [and others] -- Brain Signal Based Continuous Authentication: Functional NIRS Approach / Michitaro Shozawa [and others] -- Risk Prediction of Femoral Neck Osteoporosis Using Machine Learning and Conventional Methods / Tae Keun Yoo [and others] -- Out of Core Computation of HSPs for Large Biological Sequences / Andrés Rodríguez Moreno, Óscar Torreño Tirado, Oswaldo Trelles Salazar -- Bio-Cirrus: A Framework for Running Legacy Bioinformatics Applications with Cloud Computing Resources / Tor Johan Mikael Karlsson [and others] -- Activity Recognition Based on a Multi-sensor Meta-classifier / Oresti Baños [and others] -- Indoor Activity Recognition by Combining One-vs.-All Neural Network Classifiers Exploiting Wearable and Depth Sensors / Benoît Delachaux [and others].

Fuzzy Logic and Soft Computing Applications. On Galois Connections and Soft Computing / F. García-Pardo [and others] -- A Proximity-Based Method for Discovery of Generalized Knowledge and Its Incorporation to the Bousi~Prolog System / Pascual Julián-Iranzo, Clemente Rubio-Manzano -- Fuzzy Property-Oriented Concept Lattices in Morphological Image and Signal Processing / Cristina Alcalde [and others] -- Automated Inference with Fuzzy Functional Dependencies over Graded Data / José Manuel Rodríguez-Jiménez [and others] -- On the Classification of Fuzzy-Attributes in Multi-adjoint Concept Lattices / Maria Eugenia Cornejo, Jesús Medina-Moreno, Eloisa Ramírez -- Can Machine Learning Techniques Help to Improve the Common Fisheries Policy? / María Pérez-Ortiz, Rosa Colmenarejo, Juan Carlos Fernández Caballero -- Integration of Fuzzy Systems and Genetic Algorithm in Permeability Prediction / Ahmad Ja'fari, Rasoul Hamidzadeh Moghadam -- Annotating "Fuzzy Chance Degrees" When Debugging XPath Queries / Jesús M. Almendros-Jiménez, Alejandro Luna Tedesqui, Ginés Moreno.

Artificial Intelligence and Games. Designing and Evolving an Unreal TournamentTM 2004 Expert Bot / Antonio M. Mora [and others] -- Evolving the Strategies of Agents for the ANTS Game / José Carpio [and others] -- Interactive Techniques for Entertainment Applications Using Mobile Devices / José Luis Gutiérrez Rivas, Pedro Cano Olivares, Javier Díaz Alonso -- Car Setup Optimization via Evolutionary Algorithms / Carlos Cotta [and others].

Biological and Bio-inspired Dynamical Systems for Computational Intelligence. Numerical Implementation of Gradient Algorithms / Miguel Atencia [and others] -- A CNN Based Approach for Solving a Hyperbolic PDE Arising from a System of Conservation Laws -- the Case of the Overhead Crane / Daniela Danciu -- Reflections on Neural Networks as Repetitive Structures with Several Equilibria and Stable Behavior / Vladimir Răsvan -- A Retina-Inspired Neurocomputing Circuit for Image Representation / Hui Wei, Qing-song Zuo, Bo Lang -- Evolutionary Approach in Inventory Routing Problem / Dragan Simić, Svetlana Simić

Brain-Computer Interfaces and Neurotechnologies. BCI-Based Navigation in Virtual and Real Environments / Francisco Velasco-Alvarez, Ricardo Ron-Angevin, Miguel Angel Lopez-Gordo -- A Motor Imagery Based Brain-Computer Interface Speller / Bin Xia [and others] -- A New Method for BCI Spelling Using a 7 Segments Display / N. Galea-Sevilla [and others] -- Motor Imagery EEG-Based Person Verification / Phuoc Nguyen [and others].

Video and Image Processing. Computer-Aided Diagnosis in Wound Images with Neural Networks / María Navas [and others] -- Hierarchical Self-Organizing Networks for Multispectral Data Visualization / Esteban José Palomo [and others] -- A Self-organizing Map for Traffic Flow Monitoring / Rafael Marcos Luque-Baena [and others] -- Image Noise Detection in Global Illumination Methods Based on Fast Relevance Vector Machine / Joseph Constantin [and others] -- Improving 3D Keypoint Detection from Noisy Data Using Growing Neural Gas / José Garcia-Rodriguez [and others] -- Football Video Annotation Based on Player Motion Recognition Using Enhanced Entropy / Markos Mentzelopoulos, Alexandra Psarrou, Anastassia Angelopoulou -- Model-Based Multi-view Registration for RGB-D Sensors / Marcelo Saval-Calvo, Jorge Azorín-López, Andrés Fuster-Guilló -- 3D Hand Pose Estimation with Neural Networks / Jose Antonio Serra, José Garcia-Rodriguez, Sergio Orts-Escolano.

International conference proceedings.

Includes author index.

Online resource; title from PDF title page (SpringerLink, viewed July 3, 2013).

This two-volume set LNCS 7902 and 7903 constitutes the refereed proceedings of the 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, held in Puerto de la Cruz, Tenerife, Spain, in June 2013. The 116 revised papers were carefully reviewed and selected from numerous submissions for presentation in two volumes. The papers explore sections on mathematical and theoretical methods in computational intelligence, neurocomputational formulations, learning and adaptation emulation of cognitive functions, bio-inspired systems and neuro-engineering, advanced topics in computational intelligence and applications.

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