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E-grāmata: Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 2013, Proceedings, Part I

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The two volume set, CCIS 383 and 384, constitutes the refereed proceedings of the 14th International Conference on Engineering Applications of Neural Networks, EANN 2013, held on Halkidiki, Greece, in September 2013. The 91 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of artificial neural networks and other soft computing approaches to various fields such as pattern recognition-predictors, soft computing applications, medical applications of AI, fuzzy inference, evolutionary algorithms, classification, learning and data mining, control techniques-aspects of AI evolution, image and video analysis, classification, pattern recognition, social media and community based governance, medical applications of AI-bioinformatics, and learning.
Invited
Neural Networks for Digital Media Analysis and Description
1(11)
Anastasios Tefas
Alexandros Iosifidis
Ioannis Pitas
Evolutionary Algorithms
Temperature Forecasting in the Concept of Weather Derivatives: A Comparison between Wavelet Networks and Genetic Programming
12(10)
Antonios K. Alexandiris
Michael Kampouridis
MPEG-4 Internet Traffic Estimation Using Recurrent CGPANN
22(10)
Gul Muhammad Khan
Fahad Ullah
Sahibzada Ali Mahmud
SCH-EGA: An Efficient Hybrid Algorithm for the Frequency Assignment Problem
32(10)
Shaohui Wu
Gang Yang
Jieping Xu
Xirong Li
Improving the RACAI Neural Network MSD Tagger
42(10)
Tiberiu Boros
Stefan Daniel Dumitrescu
Adaptive Algorithms - Control Approaches
Neural Network Simulation of Photosynthetic Production
52(9)
Tibor Kmet
Maria Kmetova
A Novel Artificial Neural Network Based Space Vector Modulated DTC and Its Comparison with Other Artificial Intelligence (AI) Control Techniques
61(10)
Sadhana V. Jadhav
B.N. Chaudhari
General Aspects of AI Evolution
Thinking Machines versus Thinking Organisms
71(10)
Petro Gopych
Soft Computing Applications
Study of Influence of Parameter Grouping on the Error of Neural Network Solution of the Inverse Problem of Electrical Prospecting
81(10)
Sergey Dolenko
Igor Isaev
Eugeny Obornev
Igor Persiantsev
Mikhail Shimelevich
Prediction of Foreign Currency Exchange Rates Using CGPANN
91(11)
Durre Nayab
Gul Muhammad Khan
Sahibzada Ali Mahmud
Coastal Hurricane Inundation Prediction for Emergency Response Using Artificial Neural Networks
102(10)
Bernard Hsieh
Jay Ratcliff
Crossroad Detection Using Artificial Neural Networks
112(10)
Alberto Hata
Danilo Habermann
Denis Wolf
Fernando Osorio
Application of Particle Swarm Optimization Algorithm to Neural Network Training Process in the Localization of the Mobile Terminal
122(10)
Jan Karwowski
Michal Okulewicz
Jaroslaw Legierski
Modeling Spatiotemporal Wild Fire Data with Support Vector Machines and Artificial Neural Networks
132(12)
Georgios Karapilafis
Lazaros Iliadis
Stefanos Spartalis
S. Katsavounis
Elias Pimenidis
Prediction of Surface Texture Characteristics in Turning of FRPs Using ANN
144(10)
Stefanos Karagiannis
Vassilis Iakovakis
John Kechagias
Nikos Fountas
Nikolaos Vaxevanidis
ANN Ensembles
A State Space Approach and Hurst Exponent for Ensemble Predictors
154(11)
Ryszard Szupiluk
Tomasz Zabkowski
Bioinformatics
3D Molecular Modelling of the Helicase Enzyme of the Endemic, Zoonotic Greek Goat Encephalitis Virus
165(7)
Dimitrios Vlachakis
Georgia Tsiliki
Sophia Kossida
Classification - Pattern Recognition
Feature Comparison and Feature Fusion for Traditional Dances Recognition
172(10)
Ioannis Kapsouras
Stylianos Karanikolos
Nikolaos Nikolaidis
Anastasios Tefas
Intelligent Chair Sensor: Classification of Sitting Posture
182(10)
Leonardo Martins
Rui Lucena
Joao Belo
Marcelo Santos
Claudia Quaresma
Adelaide P. Jesus
Pedro Vicira
Hierarchical Object Recognition Model of Increased Invariance
192(11)
Aristeidis Tsitiridis
Ben Mora
Mark Richardson
Detection of Damage in Composite Materials Using Classification and Novelty Detection Methods
203(10)
Ramin Amali
Bradley J. Hughes
Impact of Sampling on Neural Network Classification Performance in the Context of Repeat Movie Viewing
213(10)
Elena Fitkov-Norris
Sakinat Oluwabukonla Folorunso
Discovery of Weather Forecast Web Resources Based on Ontology and Content-Driven Hierarchical Classification
223(10)
Anastasia Moumtzidou
Stefanos Vrochidis
Ioannis Kompatsiaris
Towards a Wearable Coach: Classifying Sports Activities with Reservoir Computing
233(10)
Stefan Schliebs
Nikola Kasabov
Dave Parry
Doug Hunt
Real-Time Psychophysiological Emotional State Estimation in Digital Gameplay Scenarios
243(10)
Pedro A. Nogueira
Rui Rodrigues
Eugenio Oliveira
Medical Applications of AI
Probabilistic Prediction for the Detection of Vesicoureteral Reflux
253(10)
Harris Papadopoulos
George Anastassopoulos
Application of a Neural Network to Improve the Automatic Measurement of Blood Pressure
263(10)
Juan Luis Salazar Mendiola
Jose Luis Vargas Luna
Jose Luis Gonzalez Guerra
Jorge Armando Cortes Ramirez
An Immune-Inspired Approach for Breast Cancer Classification
273(9)
Rima Daoudi
Khalifa Djemal
Abdelkader Benyettou
Classification of Arrhythmia Types Using Cartesian Genetic Programming Evolved Artificial Neural Networks
282(10)
Arbab Masood Ahmad
Gul Muhammad Khan
Sahibzada Ali Mahmud
Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images
292(10)
Spiros V. Georgakopoulos
Sotiris K. Tasoulis
Vassilis P. Plagianakos
Ilias Maglogiannis
Fuzzy Inference - Filtering
Prediction of Air Quality Indices by Neural Networks and Fuzzy Inference Systems -- The Case of Pardubice Microregion
302(11)
Petr Hajek
Vladimir Olej
Novel Neural Architecture for Air Data Angle Estimation
313(10)
Manuela Battipede
Mario Cassaro
Piero Gili
Angelo Lerro
Audio Data Fuzzy Fusion for Source Localization
323(7)
Mario Malcangi
Boosting Simplified Fuzzy Neural Networks
330(10)
Alexey Natekin
Alois Knoll
SOM-RBF
A Parallel and Hierarchical Markovian RBF Neural Network: Preliminary Performance Evaluation
340(10)
Yiannis Kokkinos
Konstantinos Margaritis
Data Mining and Modelling for Wave Power Applications Using Hybrid SOM-NG Algorithm
350(10)
Mario J. Crespo-Ramos
Ivan Machon-Gonzilez
Hilario Lopez-Garcia
Jose Luis Calvo-Rolle
Automatic Detection of Different Harvesting Stages in Lettuce Plants by Using Chlorophyll Fluorescence Kinetics and Supervised Self Organizing Maps (SOMs)
360(10)
Xanthoula Eirini Pantazi
Dimitrios Moshou
Dimitrios Kasampalis
Pavlos Tsouvaltzis
Dimitrios Kateris
Analysis of Heating Systems in Buildings Using Self-Organizing Maps
370(10)
Pablo Barrientos
Carlos J. del Canto
Antonio Moran
Serafin Alonso
Miguel A. Prada
Juan J. Fuertes
Manuel Dominguez
Image-Video Analysis
IMMI: Interactive Segmentation Toolkit
380(8)
Jan Masek
Radim Burget
Vaclav Uher
Local Binary Patterns and Neural Networks for No-Reference Image and Video Quality Assessment
388(8)
Marko Panic
Dubravko Culibrk
Srdjan Sladojevic
Vladimir Crnojevic
Learning Accurate Active Contours
396(10)
Adas Gelzinis
Antanas Verikas
Marija Bacauskiene
Evaldas Vaiciukynas
Pattern Recognition in Thermal Images of Plants Pine Using Artificial Neural Networks
406(8)
Adimara Bentivoglio Colturato
Andre Benjamin Gomes
Daniel Fernando Pigatto
Danielle Bentivoglio Colturato
Alex Sandro Roschildt Pinto
Luiz Henrique Castelo Branco
Edson Luiz Furtado
Kalinka Regina Lucas Jaquie Castelo Branco
Direct Multi-label Linear Discriminant Analysis
414(10)
Maria Oikonomou
Anastasios Tefas
Image Restoration Method by Total Variation Minimization Using Multilayer Neural Networks Approach
424(9)
Mohammed Debakla
Khalifa Djemal
Mohamed Benyettou
Learning
Algorithmic Problem Solving Using Interactive Virtual Environment: A Case Study
433(13)
Plerou P. Antonia
Panayiotis M. Vlamos
No-Prop-fast - A High-Speed Multilayer Neural Network Learning Algorithm: MNIST Benchmark and Eye-Tracking Data Classification
446(10)
Andre Frank Krause
Kai Essig
Martina Piefke
Thomas Schack
CPL Criterion Functions and Learning Algorithms Linked to the Linear Separability Concept
456(10)
Leon Bobrowski
Learning Errors of Environmental Mathematical Models
466(8)
Dimitri Solomatine
Vadim Kuzmin
Durga Lal Shrestha
Social Media -- Community Based Governance Applications
On Mining Opinions from Social Media
474(11)
Vicky Politopoulou
Manolis Maragoudakis
Automata on Directed Graphs for the Recognition of Assembly Lines
485(11)
Antonios Kalampakas
Stefanos Spartalis
Lazaros hiadis
On the Quantification of Missing Value Impact, on Voting Advice Applications
496(11)
Marilena Agathokleous
Nicolas Tsapatsoulis
Ioannis Katakis
Author Index 507