Engineering Applications of Neural Networks: 12th INNS EANN-SIG International Conference, EANN 2011 and 7th IFIP WG 12.5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings Part I

Front Matter....Pages -
ART-Based Fusion of Multi-modal Information for Mobile Robots....Pages 1-10
Vision-Based Autonomous Navigation Using Supervised Learning Techniques....Pages 11-20
SOM-Based Clustering and Optimization of Production....Pages 21-30
Behavioral Profiles for Building Energy Performance Using eXclusive SOM....Pages 31-40
Hypercube Neural Network Algorithm for Classification....Pages 41-51
Improving the Classification Performance of Liquid State Machines Based on the Separation Property....Pages 52-62
A Scale-Changeable Image Analysis Method....Pages 63-68
Induction of Linear Separability through the Ranked Layers of Binary Classifiers....Pages 69-77
Classifying the Differences in Gaze Patterns of Alphabetic and Logographic L1 Readers – A Neural Network Approach....Pages 78-83
Subspace-Based Face Recognition on an FPGA....Pages 84-89
A Window-Based Self-Organizing Feature Map (SOFM) for Vector Filtering Segmentation of Color Medical Imagery....Pages 90-100
Neural Network Rule Extraction to Detect Credit Card Fraud....Pages 101-110
A Neuro-Fuzzy Hybridization Approach to Model Weather Operations in a Virtual Warfare Analysis System....Pages 111-121
Employing Smart Logic to Spot Audio in Real Time on Deeply Embedded Systems....Pages 122-129
Quantization of Adulteration Ratio of Raw Cow Milk by Least Squares Support Vector Machines (LS-SVM) and Visible/Near Infrared Spectroscopy....Pages 130-139
Support Vector Machines versus Artificial Neural Networks for Wood Dielectric Loss Factor Estimation....Pages 140-149
Time-Frequency Analysis of Hot Rolling Using Manifold Learning....Pages 150-155
Application of Radial Bases Function Network and Response Surface Method to Quantify Compositions of Raw Goat Milk with Visible/Near Infrared Spectroscopy....Pages 156-161
Transferring Models in Hybrid Reinforcement Learning Agents....Pages 162-171
Anomaly Detection from Network Logs Using Diffusion Maps....Pages 172-181
Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts....Pages 182-191
Evolutionary Algorithm Optimization of Edge Delivery Sites in Next Generation Multi-service Content Distribution Networks....Pages 192-202
Application of Neural Networks to Morphological Assessment in Bovine Livestock....Pages 203-208
Object Segmentation Using Multiple Neural Networks for Commercial Offers Visual Search....Pages 209-218
Method for Training a Spiking Neuron to Associate Input-Output Spike Trains....Pages 219-228
Two Different Approaches of Feature Extraction for Classifying the EEG Signals....Pages 229-239
An Ensemble Based Approach for Feature Selection....Pages 240-246
A New Feature Extraction Method Based on Clustering for Face Recognition....Pages 247-253
A Recurrent Neural Network Approach for Predicting Glucose Concentration in Type-1 Diabetic Patients....Pages 254-259
Segmentation of Breast Ultrasound Images Using Neural Networks....Pages 260-269
Knowledge Discovery and Risk Prediction for Chronic Diseases: An Integrated Approach....Pages 270-279
Permutation Entropy for Discriminating ‘Conscious’ and ‘Unconscious’ State in General Anesthesia....Pages 280-288
Determining Soil – Water Content by Data Driven Modeling When Relatively Small Data Sets Are Available....Pages 289-295
A Neural Based Approach and Probability Density Approximation for Fault Detection and Isolation in Nonlinear Systems....Pages 296-305
A Neural Network Tool for the Interpolation of foF2 Data in the Presence of Sporadic E Layer....Pages 306-314
Neural Networks Approach to Optimization of Steel Alloys Composition....Pages 315-324
Predictive Automated Negotiators Employing Risk-Seeking and Risk-Averse Strategies....Pages 325-334
Maximum Shear Modulus Prediction by Marchetti Dilatometer Test Using Neural Networks....Pages 335-344
NNIGnets, Neural Networks Software....Pages 345-350
Key Learnings from Twenty Years of Neural Network Applications in the Chemical Industry....Pages 351-360
Incremental – Adaptive – Knowledge Based – Learning for Informative Rules Extraction in Classification Analysis of aGvHD....Pages 361-371
An Intelligent Approach to Detect Probe Request Attacks in IEEE 802.11 Networks....Pages 372-381
An Intelligent Keyboard Framework for Improving Disabled People Computer Accessibility....Pages 382-391
Finding 3G Mobile Network Cells with Similar Radio Interface Quality Problems....Pages 392-401
Analyzing 3G Quality Distribution Data with Fuzzy Rules and Fuzzy Clustering....Pages 402-411
Adaptive Service Composition for Meta-searching in a Mobile Environment....Pages 412-421
Simulation of Web Data Traffic Patterns Using Fractal Statistical Modelling....Pages 422-432
Mathematical Models of Dynamic Behavior of Individual Neural Networks of Central Nervous System....Pages 433-442
Towards Optimal Microarray Universal Reference Sample Designs: An In-Silico Optimization Approach....Pages 443-452
Information-Preserving Techniques Improve Chemosensitivity Prediction of Tumours Based on Expression Profiles....Pages 453-462
Optimizing Filter Processes on Protein Interaction Clustering Results Using Genetic Algorithms....Pages 463-470
Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions....Pages 471-480
Investigation of Medication Dosage Influences from Biological Weather....Pages 481-490
Combination of Survival Analysis and Neural Networks to Relate Life Expectancy at Birth to Lifestyle, Environment, and Health Care Resources Indicators....Pages 491-498
An Artificial Intelligence-Based Environment Quality Analysis System....Pages 499-508
Personalized Information Services for Quality of Life: The Case of Airborne Pollen Induced Symptoms....Pages 509-515
Fuzzy Modeling of the Climate Change Effect to Drought and to Wild Fires in Cyprus....Pages 516-528
Back Matter....Pages -