2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems

• Record Nr.: UNISA996208775703316
• Pubbl/distr/stampa: [Place of publication not identified], : IEEE, 2011
• ISBN: 1-4244-9979-8
• Descrizione fisica: 1 online resource (ix,193 pages) : illustrations
• Disciplina: 005.1
• Soggetti: Evolutionary programming (Computer science); Adaptive computing systems
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di contenuto: EAIS 2011 COMMITTEE -- EAIS 2011 KEYNOTE -- EAIS TUTORIAL -- EAIS 2011 TECHNICAL SESSIONS -- A Self-Organising Fuzzy Neural Network with Locally Recurrent Self-Adaptive Synapses -- Using a Map-Based Encoding to Evolve Plastic Neural Networks -- An Adaptive Spiking Neural Network with Hebbian Learning -- Kernel Density Estimation with Stream Data Based on Self-Organizing Map -- Evolving Fuzzy Linear Regression Trees with Feature Selection -- Case Studies with Evolving Fuzzy Grammars -- A Simplified Structure Evolving Method for Fuzzy System Structure Learning -- Evolving Fuzzy Systems For Pricing Fixed Income Options -- Simplified Fuzzy Rule-based Systems using Non-parametric Antecedents and Relative Data Density -- Incremental Recursive Fisher Linear Discriminant for Online Feature Extraction -- A Genetic Algorithm for Self-Optimization in Safety-Critical Resource-Flow Systems -- Adaptive Kernel Smoothing Regression Using Vector Quantization -- Kernel Evolution for Support Vector -- Online Self-Evolving Fuzzy Controller for Autonomous Mobile Robots -- Incremental Classification of Process Data for Anomaly Detection Based on Similarity Analysis -- Content-based Audio Classification using Collective Network of Binary Classifiers -- Dynamic Pattern Recognition for the Diagnosis of Evolving Systems -- Artificial Immune System-Based Classification in Class-Imbalanced Problems -- Evolving Human Activity Classifier From Sensor Streams -- Collective Network of Evolutionary Binary Classifiers for Content-Based Image Retrieval -- Re-usable features in a hierarchical concept network for ; autonomous learning in complex games -- Evolution of an Adaptive Unsupervised Speech Controlled System -- Self-Growing Applications from Abstract Architectures. An Application to Data-Mediation Systems -- Control System with Evolving Gaussian Process Models -- Tackling Uncertainties in Self-Optimizing Systems by Strategy Blending -- AUTHOR INDEX.