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E-grāmata: Engineering Applications of Neural Networks: 15th International Conference, EANN 2014, Sofia, Bulgaria, September 5-7, 2014. Proceedings

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This volume constitutes the refereed proceedings of the 15th International Conference on Engineering Applications of Neural Networks, EANN 2014, held in Sofia, Bulgaria, in September 2014. The 18 revised full papers presented together with 5 short papers were carefully reviewed and selected from 37 submissions. The papers demonstrate a variety of applications of neural networks and other computational intelligence approaches to challenging problems relevant to society and the economy. These include areas such as: environmental engineering, facial expression recognition, classification with parallelization algorithms, control of autonomous unmanned aerial vehicles, intelligent transport, flood forecasting, classification of medical images, renewable energy systems, intrusion detection, fault classification and general engineering.
Fuzzy Inference ANN Ensembles for Air Pollutants Modeling in a Major Urban Area: The Case of Athens
1(14)
Ilias Bougoudis
Lazaros Iliadis
Antonis Papaleonidas
Remarks on Computational Facial Expression Recognition from HOG Features Using Quaternion Multi-layer Neural Network
15(10)
Kazuhiko Takahashi
Sae Takahashi
Yunduan Cui
Masafumi Hashimoto
Classification of Database by Using Parallelization of Algorithms Third Generation in a GPU
25(14)
Israel Tabarez Paz
Neil Hernandez Gress
Miguel Gonzalez Mendoza
An Iterative Feature Filter for Sensor Timeseries in Pervasive Computing Applications
39(10)
Davide Bacciu
Exploiting Evolution on UAV Control Rules for Spraying Pesticides on Crop Fields
49(10)
Bruno S. Faical
Gustavo Pessin
Geraldo P.R. Filho
Gustavo Furquim
Andre C.P.L.F. de Carvalho
Jo Ueyama
Fuzzy-Logic Decision Fusion for Nonintrusive Early Detection of Driver Fatigue or Drowsiness
59(12)
Mario Malcangi
Neural Trade-Offs among Specialist and Generalist Neurons in Pattern Recognition
71(10)
Aaron Montero
Ramon Huerta
Francisco B. Rodriguez
Classification of Events in Switch Machines Using Bayes, Fuzzy Logic System and Neural Network
81(11)
Eduardo Aguiar
Fernando Nogueira
Renan Amaral
Diego Fabri
Sergio Rossignoli
Jose Geraldo Ferreira
Marley Vellasco
Ricardo Tanscheit
Moises Ribeiro
Pedro Vellasco
An Accurate Flood Forecasting Model Using Wireless Sensor Networks and Chaos Theory: A Case Study with Real WSN Deployment in Brazil
92(11)
Gustavo Furquim
Rodrigo Mello
Gustavo Pessin
Bruno S. Faical
Eduardo M. Mendiondo
Jo Ueyama
Regenerative Braking Control Strategy for Hybrid and Electric Vehicles Using Artificial Neural Networks
103(10)
Sanketh S. Shetty
Orkun Karabasoglu
Automatic Screening and Classification of Diabetic Retinopathy Fundus Images
113(10)
Sarni Suhaila Rahim
Vasile Palade
James Shuttleworth
Chrisina Jayne
Brain Neural Data Analysis Using Machine Learning Feature Selection and Classification Methods
123(10)
Lachezar Bozhkov
Petia Georgieva
Roumen Trifonov
Application of Neural Networks Solar Radiation Prediction for Hybrid Renewable Energy Systems
133(12)
P. Chatziagorakis
C. Elmasides
G. Ch. Sirakoulis
I. Karafyllidis
I. Andreadis
N. Georgoulas
D. Giaouris
A.I. Papadopoulos
C. Ziogou
D. Ipsakis
S. Papadopoulou
P. Seferlis
F. Stergiopoulos
S. Voutetakis
A New User Similarity Computation Method for Collaborative Filtering Using Artificial Neural Network
145(10)
Noman Bin Mannan
Sheikh Muhammad Sarwar
Najeeb Elahi
Probabilistic Models Based Intrusion Detection Using Sequence Characteristics in Control System Communication
155(10)
Takashi Onoda
Compressive ELM: Improved Models through Exploiting Time-Accuracy Trade-Offs
165(10)
Mark van Heeswijk
Amaury Lendasse
Yoan Miche
Detecting Port Scans against Mobile Devices with Neural Networks and Decision Trees
175(8)
Christo Panchev
Petar Dobrev
James Nicholson
Categorization and Construction of Rule Based Systems
183(12)
Han Liu
Alexander Gegov
Frederic Stahl
Tiling of Satellite Images to Capture an Island Object
195(10)
Ahmet Sayar
Suleyman Eken
limit Mert
Learning User Models in Multi-criteria Recommender Systems
205(12)
Marilena Agathokleous
Nicolas Tsapatsoulis
Fault Classification System for Computer Networks Using Fuzzy Probabilistic Neural Network Classifier (FPNNC)
217(10)
Karwan Qader
Mo Adda
Estimation of the Electric Field across Medium Voltage Surge Arresters Using Artificial Neural Networks
227(10)
Lambros Ekonomou
Christos A. Christodoulou
Valeri Mladenov
Decoding Hand Trajectory from Primary Motor Cortex ECoG Using Time Delay Neural Network
237(12)
Abdessalam Kifouche
Vincent Vigneron
Mohammad B. Shamsollahi
Abderrezak Guessoum
Author Index 249