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Über dieses Buch

This book constitutes the refereed proceedings of the 13th International Conference on Engineering Applications of Neural Networks, EANN 2012, held in London, UK, in September 2012. The 49 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers describe the applications of neural networks and other computational intelligence approaches to intelligent transport, environmental engineering, computer security, civil engineering, financial forecasting, virtual learning environments, language interpretation, bioinformatics and general engineering.

Inhaltsverzeichnis

Frontmatter

2012 | OriginalPaper | Buchkapitel

Elimination of a Catastrophic Destruction of a Memory in the Hopfield Model

Iakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii

2012 | OriginalPaper | Buchkapitel

An Operational Riverflow Prediction System in Helmand River, Afghanistan Using Artificial Neural Networks

Bernard Hsieh, Mark Jourdan

2012 | OriginalPaper | Buchkapitel

Optimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing

Pretesh B. Patel, Tshilidzi Marwala

2012 | OriginalPaper | Buchkapitel

Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks

Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong

2012 | OriginalPaper | Buchkapitel

Fuzzy-Logic Inference for Early Detection of Sleep Onset in Car Driver

Mario Malcangi, Salvatore Smirne

2012 | OriginalPaper | Buchkapitel

Object-Oriented Neurofuzzy Modeling and Control of a Binary Distillation Column by Using MODELICA

Javier Fernandez de Canete, Alfonso Garcia-Cerezo, Inmaculada Garcia-Moral, Pablo del Saz, Ernesto Ochoa

2012 | OriginalPaper | Buchkapitel

Evolving an Indoor Robotic Localization System Based on Wireless Networks

Gustavo Pessin, Fernando S. Osório, Jefferson R. Souza, Fausto G. Costa, Jó Ueyama, Denis F. Wolf, Torsten Braun, Patrícia A. Vargas

2012 | OriginalPaper | Buchkapitel

Employing ANN That Estimate Ozone in a Short-Term Scale When Monitoring Stations Malfunction

Antonios Papaleonidas, Lazaros Iliadis

2012 | OriginalPaper | Buchkapitel

An Ontology Based Approach to Designing Adaptive Lesson Plans in Military Training Simulators

D. Vijay Rao, Ravi Shankar, Lazaros Iliadis, V. V. S. Sarma

2012 | OriginalPaper | Buchkapitel

A Continuous-Time Model of Analogue K-Winners-Take-All Neural Circuit

Pavlo V. Tymoshchuk

2012 | OriginalPaper | Buchkapitel

Network Intrusion Detection System Using Data Mining

Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg

2012 | OriginalPaper | Buchkapitel

A Near Linear Algorithm for Testing Linear Separability in Two Dimensions

Sylvain Contassot-Vivier, David Elizondo

2012 | OriginalPaper | Buchkapitel

A Training Algorithm for Locally Recurrent NN Based on Explicit Gradient of Error in Fault Detection Problems

Sara Carcangiu, Augusto Montisci, Patrizia Boi

2012 | OriginalPaper | Buchkapitel

Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks

Javier Reyes Sanchez, Marley Vellasco, Ricardo Tanscheit

2012 | OriginalPaper | Buchkapitel

Visual Based Contour Detection by Using the Improved Short Path Finding

Jiawei Xu, Shigang Yue

2012 | OriginalPaper | Buchkapitel

Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques

Antonio Morán, Juan J. Fuertes, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Ignacio Díaz

2012 | OriginalPaper | Buchkapitel

Neural Networks for the Analysis of Mine-Induced Vibrations Transmission from Ground to Building Foundation

Krystyna Kuzniar, Lukasz Chudyba

2012 | OriginalPaper | Buchkapitel

Backpropagation Neural Network Applications for a Welding Process Control Problem

Adnan Aktepe, Süleyman Ersöz, Murat Lüy

2012 | OriginalPaper | Buchkapitel

Elastic Nets for Detection of Up-Regulated Genes in Microarrays

Marcos Levano, Alejandro Mellado

2012 | OriginalPaper | Buchkapitel

Detection and Classification of ECG Chaotic Components Using ANN Trained by Specially Simulated Data

Polina Kurtser, Ofer Levi, Vladimir Gontar

2012 | OriginalPaper | Buchkapitel

Automatic Landmark Location for Analysis of Cardiac MRI Images

Chrisina Jayne, Andreas Lanitis, Chris Christodoulou

2012 | OriginalPaper | Buchkapitel

Learning of Spatio-temporal Dynamics in Thermal Engineering

Matthias De Lozzo, Patricia Klotz, Béatrice Laurent

2012 | OriginalPaper | Buchkapitel

Neural Adaptive Control in Application Service Management Environment

Tomasz Sikora, George D. Magoulas

2012 | OriginalPaper | Buchkapitel

Using Varying Negative Examples to Improve Computational Predictions of Transcription Factor Binding Sites

Faisal Rezwan, Yi Sun, Neil Davey, Rod Adams, Alistair G. Rust, Mark Robinson

2012 | OriginalPaper | Buchkapitel

Visual Analysis of a Cold Rolling Process Using Data-Based Modeling

Daniel Pérez, Francisco J. García-Fernández, Ignacio Díaz, Abel A. Cuadrado, Daniel G. Ordonez, Alberto B. Díez, Manuel Domínguez

2012 | OriginalPaper | Buchkapitel

Wind Power Forecasting to Minimize the Effects of Overproduction

Fernando Ribeiro, Paulo Salgado, João Barreira

2012 | OriginalPaper | Buchkapitel

Using RISE Observer to Implement Patchy Neural Network for the Identification of “Wing Rock” Phenomenon on Slender Delta 80° Wings

Paraskevas M. Chavatzopoulos, Thomas Giotis, Manolis Christodoulou, Haris Psillakis

2012 | OriginalPaper | Buchkapitel

Models Based on Neural Networks and Neuro-Fuzzy Systems for Wind Power Prediction Using Wavelet Transform as Data Preprocessing Method

Ronaldo R. B. de Aquino, Hugo T. V. Gouveia, Milde M. S. Lira, Aida A. Ferreira, Otoni Nobrega Neto, Manoel A. Carvalho

2012 | OriginalPaper | Buchkapitel

Neural Networks for Air Data Estimation: Test of Neural Network Simulating Real Flight Instruments

Manuela Battipede, Piero Gili, Angelo Lerro

2012 | OriginalPaper | Buchkapitel

Direct Zero-Norm Minimization for Neural Network Pruning and Training

S. P. Adam, George D. Magoulas, M. N. Vrahatis

2012 | OriginalPaper | Buchkapitel

3D Vision-Based Autonomous Navigation System Using ANN and Kinect Sensor

Daniel Sales, Diogo Correa, Fernando S. Osório, Denis F. Wolf

2012 | OriginalPaper | Buchkapitel

Hybrid Computational Model for Producing English Past Tense Verbs

Maitrei Kohli, George D. Magoulas, Michael Thomas

2012 | OriginalPaper | Buchkapitel

Characterizing Mobile Network Daily Traffic Patterns by 1-Dimensional SOM and Clustering

Pekka Kumpulainen, Kimmo Hätönen

2012 | OriginalPaper | Buchkapitel

Dipolar Designing Layers of Formal Neurons

Leon Bobrowski

2012 | OriginalPaper | Buchkapitel

Evaluating the Impact of Categorical Data Encoding and Scaling on Neural Network Classification Performance: The Case of Repeat Consumption of Identical Cultural Goods

Elena Fitkov-Norris, Samireh Vahid, Chris Hand

2012 | OriginalPaper | Buchkapitel

A Hybrid Neural Emotion Recogniser for Human-Robotic Agent Interaction

Alexandru Traista, Mark Elshaw

2012 | OriginalPaper | Buchkapitel

Ambient Intelligent Monitoring of Dementia Suffers Using Unsupervised Neural Networks and Weighted Rule Based Summarisation

Faiyaz Doctor, Chrisina Jayne, Rahat Iqbal

2012 | OriginalPaper | Buchkapitel

On the Intelligent Machine Learning in Three Dimensional Space and Applications

Bipin K. Tripathi, Prem K. Kalra

2012 | OriginalPaper | Buchkapitel

Knowledge Clustering Using a Neural Network in a Course on Medical-Surgical Nursing

José Luis Fernández-Alemán, Chrisina Jayne, Ana Belén Sánchez García, Juan M. Carrillo-de-Gea, Ambrosio Toval Alvarez

2012 | OriginalPaper | Buchkapitel

A New Approach in Stability Analysis of Hopfield-Type Neural Networks: Almost Stability

Kaiming Wang

2012 | OriginalPaper | Buchkapitel

A Double Layer Dementia Diagnosis System Using Machine Learning Techniques

Po-Chuan Cho, Wen-Hui Chen

Workshop on Applying Computational Intelligence Techniques in Financial Time Series Forecasting and Trading

2012 | OriginalPaper | Buchkapitel

A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns

Georgios Sermpinis, Konstantinos Theofilatos, Andreas Karathanasopoulos, Efstratios Georgopoulos, Christian Dunis

2012 | OriginalPaper | Buchkapitel

Forecasting and Trading the High-Low Range of Stocks and ETFs with Neural Networks

Hans-Jörg von Mettenheim, Michael H. Breitner

2012 | OriginalPaper | Buchkapitel

Kalman Filters and Neural Networks in Forecasting and Trading

Georgios Sermpinis, Christian Dunis, Jason Laws, Charalampos Stasinakis

2012 | OriginalPaper | Buchkapitel

Short-Term Trading Performance of Spot Freight Rates and Derivatives in the Tanker Shipping Market: Do Neural Networks Provide Suitable Results?

Christian von Spreckelsen, Hans-Jörg von Mettenheim, Michael H. Breitner

2012 | OriginalPaper | Buchkapitel

Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms

Konstantinos Theofilatos, Andreas Karathanasopoulos, Georgios Sermpinis, Thomas Amorgianiotis, Efstratios Georgopoulos, Spiros Likothanassis

Workshop on Computational Intelligence Applications in Bioinformatic

2012 | OriginalPaper | Buchkapitel

Applying Kernel Methods on Protein Complexes Detection Problem

Charalampos Moschopoulos, Griet Laenen, George Kritikos, Yves Moreau

2012 | OriginalPaper | Buchkapitel

Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology

Konstantinos Theofilatos, Christos Dimitrakopoulos, Maria Antoniou, Efstratios Georgopoulos, Stergios Papadimitriou, Spiros Likothanassis, Seferina Mavroudi

2012 | OriginalPaper | Buchkapitel

Biomedical Color Image Segmentation through Precise Seed Selection in Fuzzy Clustering

Byomkesh Mandal, Balaram Bhattacharyya

Backmatter

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