Advances in Computational Intelligence

ISBN-13: 9783642031557 / Angielski / Miękka / 2009 / 530 str.

Wen Yu; Edgar N. Sanchez

Opis

This book constitutes the proceedings of the second International Workshop on Advanced Computational Intelligence (IWACI2009), with a sequel of IWACI 2008 successfully held in Macao, China. IWACI2009 provided a high-level international forum for scientists, engineers, and educators to present state-of-the-art research in computational intelligence and related fields.

Spis treści

Session 1. Neural Networks.- Multi Lingual Speaker Recognition Using Artificial Neural Network.- Modeling Huntington’s Disease Considering the Theory of Central Pattern Generators (CPG).- Prophetia: Artificial Intelligence for TravelBox® Technology.- Application Research of Local Support Vector Machines in Condition Trend Prediction of Reactor Coolant Pump.- Asymptotic Synchronization for Pulse-Coupled Oscillators with Delayed Excitatory Coupling Is Impossible.- Missing Data Imputation Through the Use of the Random Forest Algorithm.- Ubiquitous Middleware Using Mobility Prediction Based on Neuro-Association Mining for Adaptive Distributed Object System.- A Growing Algorithm for RBF Neural Network.- Fault Tolerance Based on Neural Networks for the Intelligent Distributed Framework.- Learning RNN-Based Gene Regulatory Networks for Robot Control.- Fault Detection for Networked Control Systems via Minimum Error Entropy Observer.- Discrete-Time Reduced Order Neural Observers.- A New Neural Observer for an Anaerobic Wastewater Treatment Process.- Prediction of Protein Subcellular Multi-localization by Using a Min-Max Modular Support Vector Machine.- Application of MultiLayer Perceptron Type Neural Network to Camera Calibration.- Hierarchical Neural Network Model for Water Quality Prediction in Wastewater Treatment Plants.- Third Generation Neural Networks: Spiking Neural Networks.- Session 2. Fuzzy Systems.- Choquet Fuzzy Integral Applied to Stereovision Matching for Fish-Eye Lenses in Forest Analysis.- Fuzzy OLAP: A Formal Definition.- Caller Behaviour Classification: A Comparison of SVM and FIS Techniques.- A Dual-Model Discrete-Time Jumping Fuzzy System Approach to NCS Design.- A Continuous-Time Recurrent Neurofuzzy Network for Black-Box Modeling of Insulin Dynamics in Diabetic Type-1 Patients.- Vague Query Based on Vague Relational Model.- Identification and Speed Control of a DC Motor Using an Input-Output Recurrent Neurofuzzy Network.- Hybrid Intelligent Control Scheme for an Anaerobic Wastewater Treatment Process.- Session 3. Evolutionary Algorithms.- Workability of a Genetic Algorithm Driven Sequential Search for Eigenvalues and Eigenvectors of a Hamiltonian with or without Basis Optimization.- An Improved Quantum Evolutionary Algorithm Based on Artificial Bee Colony Optimization.- Rough Approximation Operators with Hedges.- An Evolutionary Algorithm with Lower-Dimensional Crossover for Solving Constrained Engineering Optimization Problems.- Gene Regulatory Network Reconstruction of P38 MAPK Pathway Using Ordinary Differential Equation with Linear Regression Analysis.- A Novel Multi-threshold Segmentation Approach Based on Artificial Immune System Optimization.- Research on Improvement Strategies and Parameter Analysis of Ant Colony Algorithm for One-Dimensional Cutting Stock Problem.- Mixture of Experts with Genetic Algorithms.- Opposition-Based Particle Swarm Optimization with Velocity Clamping (OVCPSO).- Designing a Compact Genetic Algorithm with Minimal FPGA Resources.- Session 4. Intelligent Techniques and Applications.- Application of DNA Self-assembly on Maximum Clique Problem.- Modeling of the Relative Humidity and Control of the Temperature for a Bird Incubator.- A Novel Automatic Method on Diagnosing Movement Disorders.- The Fault Diagnosis of Electric Railway Traction Substation with Model-Based Diagnosis of Integration of FDI and DX Approaches.- A Single-Hop Active Clustering Algorithm for Wireless Sensor Networks.- A Transelevator Moving Inside of an Automatic Warehouse in Virtual Reality.- Improved AFT and Background-Mesh Generation for FEM with Applications in Microwave.- Application of Non-redundant Association Rules in University Library.- Global Structure Constraint: A Fast Pre-location for Active Appearance Model.- Bio-inspired Architecture for Visual Recognition of Humans Walking.- Computational Model for Electric Fault Diagnosis in Induction Motors.- Closed-Loop Identification of a Nonlinear Servomechanism: Theory and Experiments.- Dynamic Classifier Selection with Confidence Intervals.- Optimal Neuron-Controller for Fluid Triple-Tank System via Improved ADDHP Algorithm.- Method of Learning for Life Pet Artificial.- An Sliding Mode Control for an Elbow Arm.- Stabilization on a Physical Pendulum with Moving Mass.- Restricted Growth String for Video-Type Classification.