index - Engineering Applications of Neural Networks

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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Computer Vision and Robotics

Self Organizing Maps

Classification - Pattern Recognition

Financial and Management Applications of AI

Fuzzy Systems

Support Vector Machines

Learning and Novel Algorithms

Reinforcement and Radial Basis Function ANN

Machine Learning

Evolutionary Genetic Algorithms - Optimization

Web Applications of ANN

Spiking ANN

Feature Extraction - Minimization

Medical Applications of AI

Environmental and Earth Applications of AI

Multi Layer ANN

Bioinformatics

The Applications of Soft Computing to Telecommunications (ASCOTE) Workshop

Computational Intelligence Applications in Bioinformatics (CIAB) Workshop

Informatics and Intelligent Systems Applications for Quality of Life information Services (ISQLIS) Workshop

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