Advances in Computational Intelligence

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Yu, Wen (Επιμελητής έκδοσης), Sanchez, Edgar N. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Σειρά: Advances in Intelligent and Soft Computing, 116
• Θέματα: Computer science.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.

 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. 

 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.