A Case Study on Logging Visual Activities: Chess Game -- Multiple Robot Path Planning for Robot Soccer -- Navigation and GPS Based Path Control of an Autonomous Vehicle -- A Generative Model for Multi Class Object Recognition and Detection -- Depth of General Scenes from Defocused Images Using Multilayer Feedforward Networks -- Tracking Control Based on Neural Network for Robot Manipulator -- Performance Evaluation of Recurrent RBF Network in Nearest Neighbor Classification -- Tracking Aircrafts by Using Impulse Exclusive Filter with RBF Neural Networks -- A Multilayer Feedforward Fuzzy Neural Network -- Neural Networks and Cascade Modeling Technique in System Identification -- Comparison of Complex-Valued Neural Network and Fuzzy Clustering Complex-Valued Neural Network for Load-Flow Analysis -- A New Formulation for Classification by Ellipsoids -- DSP Based Fuzzy-Neural Speed Tracking Control of Brushless DC Motor -- Fault Diagnosis with Dynamic Fuzzy Discrete Event System Approach -- A Hybrid Neuro-Fuzzy Controller for Brushless DC Motors -- Can a Fuzzy Rule Look for a Needle in a Haystack? -- Protein Solvent Accessibility Prediction Using Support Vector Machines and Sequence Conservations -- Instrument Independent Musical Genre Classification Using Random 3000 ms Segment -- Unsupervised Image Segmentation Using Markov Random Fields -- Modeling Interestingness of Streaming Classification Rules as a Classification Problem -- Refining the Progressive Multiple Sequence Alignment Score Using Genetic Algorithms -- An Evolutionary Local Search Algorithm for the Satisfiability Problem -- HIS: Hierarchical Solver for Over-Constrained Satisfaction Problems -- Elevator Group Control by Using Talented Algorithm -- A Fault Tolerant System Using Collaborative Agents -- 3-D Object Recognition Using 2-D Poses Processed by CNNs and a GRNN.

This book constitutes the thoroughly refereed post-proceedings of the 14th Turkish Symposium on Artificial Intelligence and Neural Networks, TAINN 2005, held in Izmir, Turkey in June 2005. From 75 submissions, 26 revised full papers passed two rounds of reviewing and revision and were finally selected for inclusion in the book. The papers are categorized in topical sections on robotics, image processing, classification, learning theory and support vector machines, fuzzy neural networks, robotics, fuzzy logic, machine learning, engineering applications, and neural networks architecture.