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Table of Contents Engineering Applications of Neural Networks (Part I) Lazaros Iliadis, Chrisina Jayne (Eds.) Front Matter Computer Vision and Robotics ART-Based Fusion of Multi-modal Information for Mobile Robots Elmar Berghöfer, Denis Schulze, Marko Tscherepanow, Sven Wachsmuth 1-10 Vision-Based Autonomous Navigation Using Supervised Learning Techniques Jefferson Souza, Gustavo Pessin, Fernando Osório, Denis Wolf 11-20 Self Organizing Maps SOM-Based Clustering and Optimization of Production Primož Potočnik, Tomaž Berlec, Marko Starbek, Edvard Govekar 21-30 Behavioral Profiles for Building Energy Performance Using eXclusive SOM Félix Vázquez, Sergio Gaceo, Wolfgang Kastner, José Morales 31-40 Classification - Pattern Recognition Hypercube Neural Network Algorithm for Classification Dominic Palmer-Brown, Chrisina Jayne 41-51 Improving the Classification Performance of Liquid State Machines Based on the Separation Property Emmanouil Hourdakis, Panos Trahanias 52-62 A Scale-Changeable Image Analysis Method Hui Wei, Bo Lang, Qing-Song Zuo 63-68 Induction of Linear Separability through the Ranked Layers of Binary Classifiers Leon Bobrowski 69-77 Classifying the Differences in Gaze Patterns of Alphabetic and Logographic L1 Readers – A Neural Network Approach André Krause, Kai Essig, Li-Ying Essig-Shih, Thomas Schack 78-83 Subspace-Based Face Recognition on an FPGA Pablo Pizarro, Miguel Figueroa 84-89 A Window-Based Self-Organizing Feature Map (SOFM) for Vector Filtering Segmentation of Color Medical Imagery Ioannis Stephanakis, George Anastassopoulos, Lazaros Iliadis 90-100 Financial and Management Applications of AI Neural Network Rule Extraction to Detect Credit Card Fraud Nick Ryman-Tubb, Paul Krause 101-110 Fuzzy Systems A Neuro-Fuzzy Hybridization Approach to Model Weather Operations in a Virtual Warfare Analysis System D. Rao, Lazaros Iliadis, Stefanos Spartalis 111-121 Employing Smart Logic to Spot Audio in Real Time on Deeply Embedded Systems Mario Malcangi 122-129 Support Vector Machines Quantization of Adulteration Ratio of Raw Cow Milk by Least Squares Support Vector Machines (LS-SVM) and Visible/Near Infrared Spectroscopy Ching-Lu Hsieh, Chao-Yung Hung, Ching-Yun Kuo 130-139 Support Vector Machines versus Artificial Neural Networks for Wood Dielectric Loss Factor Estimation Lazaros Iliadis, Stavros Tachos, Stavros Avramidis, Shawn Mansfield 140-149 Learning and Novel Algorithms Time-Frequency Analysis of Hot Rolling Using Manifold Learning Francisco García, Ignacio Díaz, Ignacio Álvarez, Daniel Pérez, Daniel Ordonez, Manuel Domínguez 150-155 Reinforcement and Radial Basis Function ANN Application of Radial Bases Function Network and Response Surface Method to Quantify Compositions of Raw Goat Milk with Visible/Near Infrared Spectroscopy Ching-Lu Hsieh, Chao-Yung Hung, Mei-Jen Lin 156-161 Transferring Models in Hybrid Reinforcement Learning Agents Anestis Fachantidis, Ioannis Partalas, Grigorios Tsoumakas, Ioannis Vlahavas 162-171 Machine Learning Anomaly Detection from Network Logs Using Diffusion Maps Tuomo Sipola, Antti Juvonen, Joel Lehtonen 172-181 Large datasets: a mixed method to adapt and improve their learning by neural networks used in regression contexts Marc Sauget, Julien Henriet, Michel Salomon, Sylvain Contassot-Vivier 182-191 Evolutionary Genetic Algorithms - Optimization Evolutionary Algorithm Optimization of Edge Delivery Sites in Next Generation Multi-service Content Distribution Networks Ioannis Stephanakis, Dimitrios Logothetis 192-202 Application of Neural Networks to Morphological Assessment in Bovine Livestock Horacio González-Velasco, Carlos García-Orellana, Miguel Macías-Macías, Ramón Gallardo-Caballero, Antonio García-Manso 203-208 Web Applications of ANN Object Segmentation Using Multiple Neural Networks for Commercial Offers Visual Search I. Gallo, A. Nodari, M. Vanetti 209-218 Spiking ANN Method for Training a Spiking Neuron to Associate Input-Output Spike Trains Ammar Mohemmed, Stefan Schliebs, Satoshi Matsuda, Nikola Kasabov 219-228 Feature Extraction - Minimization Two Different Approaches of Feature Extraction for Classifying the EEG Signals Pari Jahankhani, Juan Lara, Aurora Pérez, Juan Valente 229-239 An Ensemble Based Approach for Feature Selection Behrouz Minaei-Bidgoli, Maryam Asadi, Hamid Parvin 240-246 A new feature extraction method based on clustering for face recognition S. El Ferchichi, K. Laabidi, S. Zidi, M. Ksouri, S. Maouche 247-253 Medical Applications of AI A Recurrent Neural Network Approach for Predicting Glucose Concentration in Type-1 Diabetic Patients Fayrouz Allam, Zaki Nossai, Hesham Gomma, Ibrahim Ibrahim, Mona Abdelsalam 254-259 Segmentation of Breast Ultrasound Images Using Neural Networks Ahmed Othman, Hamid Tizhoosh 260-269 Knowledge Discovery and Risk Prediction for Chronic Diseases: An Integrated Approach Anju Verma, Maurizio Fiasché, Maria Cuzzola, Francesco Morabito, Giuseppe Irrera 270-279 Permutation Entropy for Discriminating ‘Conscious’ and ‘Unconscious’ State in General Anesthesia Nicoletta Nicolaou, Saverios Houris, Pandelitsa Alexandrou, Julius Georgiou 280-288 Environmental and Earth Applications of AI Determining Soil – Water Content by Data Driven Modeling When Relatively Small Data Sets Are Available Milan Cisty 289-295 A Neural Based Approach and Probability Density Approximation for Fault Detection and Isolation in Nonlinear Systems P. Boi, A. Montisci 296-305 A Neural Network Tool for the Interpolation of foF2 Data in the Presence of Sporadic E Layer Haris Haralambous, Antonis Ioannou, Harris Papadopoulos 306-314 Multi Layer ANN Neural Networks Approach to Optimization of Steel Alloys Composition Petia Koprinkova-Hristova, Nikolay Tontchev, Silviya Popova 315-324 Predictive Automated Negotiators Employing Risk-Seeking and Risk-Averse Strategies Marisa Masvoula, Constantine Halatsis, Drakoulis Martakos 325-334 Maximum Shear Modulus Prediction by Marchetti Dilatometer Test Using Neural Networks Manuel Cruz, Jorge Santos, Nuno Cruz 335-344 NNIGnets, Neural Networks Software Tânia Fontes, Vânia Lopes, Luís Silva, Jorge Santos, Joaquim Marques de Sá 345-350 Key Learnings from Twenty Years of Neural Network Applications in the Chemical Industry Aaron Owens 351-360 Bioinformatics Incremental – Adaptive – Knowledge Based – Learning for Informative Rules Extraction in Classification Analysis of aGvHD Maurizio Fiasché, Anju Verma, Maria Cuzzola, Francesco Morabito, Giuseppe Irrera 361-371 The Applications of Soft Computing to Telecommunications (ASCOTE) Workshop An Intelligent Approach to Detect Probe Request Attacks in IEEE 802.11 Networks Deepthi Ratnayake, Hassan Kazemian, Syed Yusuf, Azween Abdullah 372-381 An Intelligent Keyboard Framework for Improving Disabled People Computer Accessibility Karim Ouazzane, Jun Li, Hassan Kazemian 382-391 Finding 3G Mobile Network Cells with Similar Radio Interface Quality Problems Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen 392-401 Analyzing 3G Quality Distribution Data with Fuzzy Rules and Fuzzy Clustering Pekka Kumpulainen, Mika Särkioja, Mikko Kylväjä, Kimmo Hätönen 402-411 Adaptive Service Composition for Meta-searching in a Mobile Environment Ronnie Cheung, Hassan Kazemian 412-421 Simulation of Web Data Traffic Patterns Using Fractal Statistical Modelling Shanyu Tang, Hassan Kazemian 422-432 Computational Intelligence Applications in Bioinformatics (CIAB) Workshop Mathematical Models of Dynamic Behavior of Individual Neural Networks of Central Nervous System Dimitra-Despoina Pagania, Adam Adamopoulos, Spiridon Likothanassis 433-442 Towards Optimal Microarray Universal Reference Sample Designs: An In-Silico Optimization Approach George Potamias, Sofia Kaforou, Dimitris Kafetzopoulos 443-452 Information-Preserving Techniques Improve Chemosensitivity Prediction of Tumours Based on Expression Profiles E. Christodoulou, O. Røe, A. Folarin, I. Tsamardinos 453-462 Optimizing Filter Processes on Protein Interaction Clustering Results Using Genetic Algorithms Charalampos Moschopoulos, Grigorios Beligiannis, Sophia Kossida, Spiridon Likothanassis 463-470 Adaptive Filtering Techniques Combined with Natural Selection-Based Heuristic Algorithms in the Prediction of Protein-Protein Interactions Christos Dimitrakopoulos, Konstantinos Theofilatos, Efstratios Georgopoulos, Spyridon Likothanassis, Athanasios Tsakalidis, Seferina Mavroudi 471-480 Informatics and Intelligent Systems Applications for Quality of Life information Services (ISQLIS) Workshop Investigation of Medication Dosage Influences from Biological Weather Kostas Karatzas, Marina Riga, Dimitris Voukantsis, Åslög Dahl 481-490 Combination of Survival Analysis and Neural Networks to Relate Life Expectancy at Birth to Lifestyle, Environment, and Health Care Resources Indicators Lazaros Iliadis, Kyriaki Kitikidou 491-498 An Artificial Intelligence-Based Environment Quality Analysis System Mihaela Oprea, Lazaros Iliadis 499-508 Personalized Information Services for Quality of Life: The Case of Airborne Pollen Induced Symptoms Dimitris Voukantsis, Kostas Karatzas, Siegfried Jaeger, Uwe Berger 509-515 Fuzzy Modeling of the Climate Change Effect to Drought and to Wild Fires in Cyprus Xanthos Papakonstantinou, Lazaros Iliadis, Elias Pimenidis, Fotis Maris 516-528

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