| Description |
1 online resource (xxv, 566 pages) |
| Series |
Lecture notes in computer science, 0302-9743 ; 6686 |
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LNCS sublibrary. SL 1, Theoretical computer science and general issues |
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Lecture notes in computer science ; 6686. 0302-9743
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LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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| Contents |
Machine generated contents note: Complex Neuro-Cognitive Systems / Andreas Schierwagen -- Markov Model of Conditional Associative Learning in a Cognitive Behavioural Scenario / Andreas Wendemuth -- General Theory of Exobehaviours: A New Proposal to Unify Behaviors / Sergio Miguel Tome -- Bio-inspired Decentralized Self-coordination Algorithms for Multiheterogeneous Specialized Tasks Distribution in Multi-Robot Systems / Dario Maravall -- Incremental Model of Lexicon Consensus in a Population of Agents by Means of Grammatical Evolution, Reinforcement Learning and Semantic Rules / Ricardo Aler -- Towards an Evolutionary Design of Modular Robots for Industry / Richard J. Duro -- Grammar-Guided Evolutionary Construction of Bayesian Networks / Eduardo Pascua -- Novel Linear Cellular Automata-Based Data Clustering Algorithm / Dario Maravall -- Probabilistic versus Incremental Presynaptic Learning in Biologically Plausible Synapses / Diego Andina -- Dynamics of a Three Neurons Network with Excitatory-Inhibitory Interactions / Eloy Anguiano -- Reversal Potential of Inhibitory Synapses Strongly Impacts the Dynamics of Neural Networks / Angelo Di Garbo -- Doman's Inclined Floor Method for Early Motor Organization Simulated with a Four Neurons Robot / Lucas Galdiano Ribeiro Santana -- On the Biological Plausibility of Artificial Metaplasticity / Javier Ropero-Pelaez -- Dynamic Model of the DLGN Push-Pull Circuitry / Luis Martinez -- Task-Driven Species in Evolutionary Robotic Teams / R. J. Duro -- Concurrent Modular Q-Learning with Local Rewards on Linked Multi-Component Robotic Systems / Manuel Grana -- Coordination of Communication in Robot Teams by Reinforcement Learning / Raul Dominguez -- Self-organized Multi-agent System for Robot Deployment in Unknown Environments / X. M. Pardo -- Selective Method Based on Auctions for Map Inspection by Robotic Teams / Feliz de La Pazinst |
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Note continued: Study of a Multi-Robot Collaborative Task through Reinforcement Learning / Feliz de la Pazinst -- Design of Social Agents / Matthias Rauterberg -- Event-Based System for Generation of Traffic Services in Road Congestions / R. Toledo-Moreo -- User-Friendly Robot Environment for Creation of Social Scenarios / Emilia Barakova -- Online Feature Weighting for Human Discrimination in a Person Following Robot / C. V. Regueiro -- Improving Area Center Robot Navigation Using a Novel Range Scan Segmentation Method / Antonio Fernandez-Caballero -- Analysis of EEG Mapping Images to Differentiate Mental Tasks in Brain-Computer Interfaces / Eduardo Fernandez -- Design of a Hemispherical Antenna Array Receiver for Medical Applications / Robert W. Newcomb -- Long Term Modulation and Control of Neuronal Firing in Excitable Tissue Using Optogenetics / E. Fernandez -- Classification Tree Generation Constrained with Variable Weights / Ludwig Krippahl -- Arithmetical Metabolic P Systems / Vincenzo Manca -- Simulating Accepting Networks of Evolutionary Processors with Filtered Connections by Accepting Evolutionary P Systems (Extended Abstract) / Jose M. Sempere -- Towards the Automatic Programming of NEPs / Alfonso Ortega de la Puente -- Bio-inspired Grammatical Inference / Leonor Becerra-Bonache -- Differential Evolution for Protein Structure Prediction Using the HP Model / M. Dieguez -- Preliminary Study on the Prediction of Human Protein Functions / Amos Bairoch -- Evaluating Case Selection Algorithms for Analogical Reasoning Systems / Jose Palma -- On the Use of Human-Guided Evolutionary Algorithms for Tackling 2D Packing Problems / Antonio J. Fernandez Leiva -- Particle Swarm Optimisation for Open Shop Problems with Fuzzy Durations / Jorge Puente -- Design of Emergent and Adaptive Virtual Players in a War RTS Game / Antonio J. Fernandez Leiva |
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Note continued: Decision Tree-Based Algorithms for Implementing Bot AI in UT2004 / Jorge L. O'Valle Barragan -- Neural Networks versus Genetic Algorithms as Medical Classifiers / Joaquin D. Garcia -- Complexity Changes in Human Wrist Temperature Circadian Rhythms through Ageing / J. A. Madrid -- Radial Basis Function Neural Network for Classification of Quantitative EEG in Patients with Advanced Chronic Renal Failure / Jose M. Gaztelu -- Bayesian Network-Based Model for the Diagnosis of Deterioration of Semantic Content Compatible with Alzheimer's Disease / Herminia Peraita Adrados -- Localization and Segmentation of the Optic Nerve Head in Eye Fundus Images Using Pyramid Representation and Genetic Algorithms / Enrique J. Carmona -- Multisensory Monitoring and Interpretation Framework Based on the Model-View-Controller Paradigm / Rafael Martinez-Tomas -- Agent-Based Development of Multisensory Monitoring Systems / Francisco Alfonso Cano -- Clustering of Trajectories in Video Surveillance Using Growing Neural Gas / Antonio Fernandez-Caballero -- Human Action Recognition Based on Tracking Features / Angel Sanchez -- Modeling and Discovering Occupancy Patterns in Sensor Networks Using Latent Dirichlet Allocation / Richard Kleihorst -- Multicamera Action Recognition with Canonical Correlation Analysis and Discriminative Sequence Classification / Jose M. Molina -- Low-Power Bed / Seat Occupancy Sensor Based on EMFi / Ramon Ruiz -- Protocol Integration for Intelligent Monitoring Applications in Wireless Sensor Networks / Antonio Fernandez-Caballero -- Event Detection and Fusion Model for Semantic Interpretation of Monitored Scenarios within ASIMS Architecture / Rafael Martinez-Tomas -- Proposal for Extending New Linked Data Rules for the Semantic Web / Luis Criado Fernandez -- ̂ AW ARDprime: An Adaptive Web Based-Tool Prototype for Neurocognitive Individualized Assessment and Training / Francisco Guil |
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Note continued: Automated Mapping of Observation Archetypes to SNOMED CT Concepts / S. Tellado |
| Summary |
The two volumes, LNCS 6686 resp. LNCS 6687, constitute the refereed proceedings of the 4th International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2011, held in La Palma, Canary Islands, Spain, in May/June 2011. The 108 revised full papers presented in LNCS 6686 resp. LNCS 6687 were carefully reviewed and selected from numerous submissions. The first part, LNCS 6686, entitled "Foundations on Natural and Artificial Computation", includes all the contributions mainly related to the methodological, conceptual, formal, and experimental developments in the fields of neurophysiology and cognitive science. The second part, LNCS 6687, entitled "New Challenges on Bioinspired Applications", contains the papers related to bioinspired programming strategies and all the contributions related to the computational solutions to engineering problems in different application domains, specially Health applications, including the CYTED ̀̀Artificial and Natural Computation for Health'' (CANS) research network papers |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
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Print version record |
| In |
Springer eBooks |
| Subject |
Natural computation -- Congresses
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Artificial intelligence -- Congresses
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Informatique.
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Artificial intelligence
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Natural computation
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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 |
Ferrández, José Manuel.
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| ISBN |
9783642213441 |
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3642213448 |
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