| Description |
1 online resource (xxxvii, 568 pages) : illustrations |
| Series |
LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture Notes in Computer Science ; 6691 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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Lecture notes in computer science ; 6691.
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| Contents |
Machine generated contents note: Mathematical and Theoretical Methods in Computational Intelligence -- Gaze Gesture Recognition with Hierarchical Temporal Memory Networks / Pablo Varona -- Feature Selection for Multi-label Classification Problems / Michel Verleysen -- Novel Grouping Heuristic Algorithm for the Switch Location Problem Based on a Hybrid Dual Harmony Search Technique / Jose A. Portilla-Figueras -- Optimal Evolutionary Wind Turbine Placement in Wind Farms Considering New Models of Shape, Orography and Wind Speed Simulation / J.A. Portilla-Figueras -- Multi-Valued Neurons: Hebbian and Error-Correction Learning / Igor Aizenberg -- Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification / Maria Jose del Jesus -- Single Neuron Transient Activity Detection by Means of Tomography / Eduardo Serrano -- Estimate of a Probability Density Function through Neural Networks / Marco Vannucci -- Learning and Adaptation -- Neural Fuzzy Inference Based Adaptive Controller Using Learning Process for Nonholonomic Robots / Kurosh Madani -- Multi-objective Evolutionary Algorithm for Network Intrusion Detection Systems / M.G. Montoya -- Cognitive Approach for Robots' Vision Using Unsupervised Learning and Visual Saliency / Kurosh Madani -- Fusing Heterogeneous Data Sources Considering a Set of Equivalence Constraints / Manuel Martin-Merino -- Novel Heuristic for Building Reduced-Set SVMs Using the Self-Organizing Map / Guilherme A. Barreto -- Additive Decision Rules Classifier for Network Intrusion Detection / Francisco de Toro -- Multi-modal Opponent Behaviour Prognosis in E-Negotiations / Miltiades Anagnostou -- Bio-inspired Systems and Neuro-engineering -- AER to CAN Bridge for Spike-Based Robot Control / G. Jimenez -- ̂ Neuromorphic Real-Time Objects Tracking Using Address Event Representation and Silicon Retina / F. Diaz-del-Rio |
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Note continued: Performance Study of Software AER-Based Convolutions on a Parallel Supercomputer / Angel Jimenez-Fernandez -- Frequency Analysis of a 64[×]64 Pixel Retinomorphic System with AER Output to Estimate the Limits to Apply onto Specific Mechanical Environment / Rafael J. Montero-Gonzalez -- AER Spike-Processing Filter Simulator and Automatic VHDL Generator Based on Cellular Automata / G. Jimenez -- Biologically Inspired Neural Network for Autonomous Underwater Vehicles / Antonio Guerrero-Gonzalez -- Hybrid Intelligent Systems -- Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms / Francisco Herrera -- Forecasting Based on Short Time Series Using ANNs and Grey Theory -- Some Basic Comparisons / Slobodan Bojanic -- Short-Term Wind Power Forecast Based on Cluster Analysis and Artificial Neural Networks / Daniel Hernandez -- Back Propagation with Balanced MSE Cost Function and Nearest Neighbor Editing for Handling Class Overlap and Class Imbalance / R.M. Valdovinos -- Combination of GA and ANN to High Accuracy of Polarimetric SAR Data Classification / Mahmodreza Sahebi -- Gradient Descent Optimization for Routing in Multistage Interconnection Networks / Armin Tavakoli Naeini -- Command Control of a Two-Degree-of-Freedom Platform by Hand Gesture Moment Invariants / Chen-Han Yang -- Network Intrusion Prevention by Using Hierarchical Self-Organizing Maps and Probability-Based Labeling / Alberto Prieto -- Applications of Computational Intelligence -- Human/Robot Interface for Voice Teleoperation of a Robotic Platform / A. Poncela -- Graph Laplacian for Semi-supervised Feature Selection in Regression Problems / Michel Verleysen -- Detection of Transients in Steel Casting through Standard and AI-Based Techniques / Siegfried Schiewe |
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Note continued: Oesophageal Voice Harmonic to Noise Ratio Enhancement over UMTS Networks Using Kalman-EM / Amaia Mendez -- Study of Various Neural Networks to Improve the Defuzzification of Fuzzy Clustering Algorithms for ROIs Detection in Lung CTs / Bernardino Arcay -- Differential Evolution Optimization of 3D Topological Active Volumes / M. G. Penedo -- Genetic Algorithms Applied to the Design of 3D Photonic Crystals / Lorenzo Sanchis -- Sliding Empirical Mode Decomposition for On-line Analysis of Biomedical Time Series / E.W. Lang -- Suitability of Artificial Neural Networks for Designing LoC Circuits / Juan Castellanos -- Aeration Control and Parameter Soft Estimation for a Wastewater Treatment Plant Using a Neurogenetic Design / Inmaculada Garcia-Moral -- Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA / Olga Valenzuela -- Early Pigmentary Retinosis Diagnostic Based on Classification Trees / Miguel A. Diaz Martinez -- New Applications of Brain-Computer Interfaces -- Audio-Cued SMR Brain-Computer Interface to Drive a Virtual Wheelchair / Maria Jose Blanca-Mena -- Domotic Control System Using Brain-Computer Interface (BCI) / Daniel Alvarez -- Dictionary-Driven SSVEP Speller with a Modified Graphical User Interface / Axel Graser -- Non-invasive Brain-Computer Interfaces: Enhanced Gaming and Robotic Control / Christa Neuper -- EEG-Based Design for the Online Detection of Movement Intention / Eduardo Rocon -- Auditory Brain-Computer Interfaces for Complete Locked-In Patients / Francisco Pelayo Valle -- Brain-Computer Interface: Generic Control Interface for Social Interaction Applications / G. Edlinger -- Optimization Algorithms in Graphic Processing Units -- Variable Selection in a GPU Cluster Using Delta Test / I. Rojas -- Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics / E.G. Talbi |
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Note continued: Efficient Simulation of Spatio-temporal Dynamics in Ultrasonic Resonators / Victor J. Sanchez-Morcillo -- GPU Implementation of a Bio-inspired Vision Model / Francisco J. Pelayo -- Bipartite Graph Matching on GPU over Complete or Local Grid Neighborhoods / Bodo Rosenhahn -- GPU Computation in Bioinspired Algorithms: A Review / P.A. Castillo -- Computing Languages with Bio-inspired Devices and Multi-Agent Systems -- About Complete Obligatory Hybrid Networks of Evolutionary Processors without Substitution / Yurii Rogozhin -- Chemical Signaling as a Useful Metaphor for Resource Management / Veronica Dahl -- Distributed Simulation of P Systems by Means of Map-Reduce: First Steps with Hadoop and P-Lingua / A. Ortega -- Hierarchy Results on Stateless Multicounter 5' [→] 3' Watson-Crick Automata / Omer Egecioglu -- Towards a Bio-computational Model of Natural Language Learning / Leonor Becerra-Bonache -- Computing Languages with Bio-inspired Devices and Multi-Agent Systems / M. Dolores Jimenez-Lopez -- Computational Intelligence in Multimedia Processing -- Novel Strategy for Improving the Quality of Embedded Zerotree Wavelet Images Transmitted over Alamouti Coding Systems / Adriana Dapena -- Applying Data Mining Techniques in a Wyner-Ziv to H.264 Video Transcoder / Francisco Jose Quiles -- On the Use of Genetic Algorithms to Improve Wavelet Sign Coding Performance / Manuel P. Malumbres -- Kernel-Based Object Tracking Using a Simple Fuzzy Color Histogram / Nicolas Guil Mata -- Computational Intelligence in Multimedia Processing / Adriana Dapena -- Biologically Plausible Spiking Neural Processing -- Isometric Coding of Spiking Haptic Signals by Peripheral Somatosensory Neurons / Angelo Arleo -- Context Separability Mediated by the Granular Layer in a Spiking Cerebellum Model for Robot Control / Eduardo Ros |
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Note continued: Realistic Modeling of Large-Scale Networks: Spatio-temporal Dynamics and Long-Term Synaptic Plasticity in the Cerebellum / Sergio Solinas -- Event and Time Driven Hybrid Simulation of Spiking Neural Networks / Eduardo Ros |
| Summary |
This two-volume set LNCS 6691 and 6692 constitutes the refereed proceedings of the 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, held in Torremolinos-Málaga, Spain, in June 2011. The 154 revised papers were carefully reviewed and selected from 202 submissions for presentation in two volumes. The first volume includes 69 papers organized in topical sections on mathematical and theoretical methods in computational intelligence; learning and adaptation; bio-inspired systems and neuro-engineering; hybrid intelligent systems; applications of computational intelligence; new applications of brain-computer interfaces; optimization algorithms in graphic processing units; computing languages with bio-inspired devices and multi-agent systems; computational intelligence in multimedia proessing; and biologically plausible spiking neural processing |
| Analysis |
bioinformatics |
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modellen |
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models |
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computerwetenschappen |
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computer sciences |
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computational science |
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patroonherkenning |
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pattern recognition |
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kunstmatige intelligentie |
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artificial intelligence |
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datamining |
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data mining |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
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Print version record |
| In |
Springer eBooks |
| Subject |
Computational intelligence -- Congresses
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Neural networks (Computer science) -- Congresses
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Data mining.
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Artificial intelligence.
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Electronic Data Processing
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Computers
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Data Mining
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Artificial Intelligence
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Computational Biology
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computers.
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artificial intelligence.
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Informatique.
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Computational intelligence
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Neural networks (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Cabestany, Joan.
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Rojas, Ignacio
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Joya, Gonzalo
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| ISBN |
9783642215018 |
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3642215017 |
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