Accepted papers

  • David Lehky and Martina Somodikova. Reliability Analysis of Post-tensioned Bridge using Artificial Neural Network-based Surrogate Model
  • Philipp Kainz, Harald Burgsteiner, Martin Asslaber and Helmut Ahammer. Robust Bone Marrow Cell Discrimination by Rotation-Invariant Training of Multi-Class Echo State Networks
  • Fotis Psomopoulos, Olga Vrousgou and Pericles Mitkas. A grid-enabled modular framework for efficient sequence analysis workflows
  • Sarni Suhaila Rahim, Vasile Palade, James Shuttleworth, Chrisina Jayne and Raja Norliza Raja Omar. Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing
  • Yiannis Kokkinos and Konstantinos Margaritis. Multithreaded Local Learning Regularization Neural Networks for regression tasks
  • Lazaros Iliadis and Konstantinos Demertzis. Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The case of Invasive Fish Species Lagocephalus Sceleratus
  • Petr Hajek and Vladimir Olej. Intuitionistic Fuzzy Neural Network: The Case of Credit Scoring using Text Information
  • Bartlomiej Beliczynski, Lech M. Grzesiak and Bartlomiej Ufnalski. Mixed phenomenological and neural approach to induction motor speed estimation
  • Szabolcs Novaczki and Borislava Gajic. Fixed-Resolution Growing Neural Gas for Clustering the Mobile Networks Data
  • Glauco Martins, Marley Vellasco, Roberto Schirru and Pedro Vellasco. Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN Network Tuned by Genetic Algorithm
  • Athanasios Tsadiras and George Zitopoulos. Decision Making on Container based Logistics using Fuzzy Cognitive Maps
  • Nektaria Potha and Manolis Maragoudakis. Time Series Forecasting in Cyberbullying Data
  • George Tsekouras. A Neural-Fuzzy Network Based on Hermite Polynomials to Predict the Coast Erosion
  • Marcelino Lazaro, Francisco Herrera and Anibal R. Figueiras-Vidal. Classification of binary imbalanced data using a Bayesian ensemble of Bayesian neural networks
  • Pekka Kumpulainen, Timo Korpela, Yrjo Majanne and Anna Hayrinen. Modelling of NOx emissions in natural gas fired hot water boilers
  • Robin Babujee Jerome and Kimmo Hatonen. A metric for determining the significance of failures and its use in Anomaly Detection
  • Sergey Dolenko, Alexander Efitorov, Sergey Burikov, Tatiana Dolenko, Igor Persiantsev and Kirill Laptinskiy. Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of the Ionic Composition of Multi-component Water Solutions
  • Adriano Gaibotti, Claudio Marchisio, Alexandro Sentinelli and Giacomo Boracchi Boracchi. Tampering Detection In Low-Power Smart Cameras
  • Ander Arriandiaga, Eva Portillo, Jose Antonio Sanchez and Itziar Cabanes. On-line Surface Roughness Prediction in Grinding Using Recurrent Neural Networks
  • Anu Aggarwal. Azimuthal Sound Localisation with Electronic Lateral Superior Olive
  • Stephen Akuma, Chrisina Jayne, Rahat Iqbal and Faiyaz Doctor. Inferring Users' Interest on Web Documents through their Implicit Behaviour
  • Beatriz Perez Sanchez, Oscar Fontenla Romero and Noelia Sanchez Marono. One-class classification for microarray datasets with feature selection
  • Shruti Kulkarni and Bipin Rajendran. Scalable Digital CMOS Architecture for Spike based Supervised Learning
  • Isidoros Perikos, Epameinondas Ziakopoulos and Ioannis Hatzilygeroudis. Recognize Emotions from Facial Expressions Using a SVM and Neural Network Schema
  • Markus Kachele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker and Guenther Palm. Multimodal data fusion for person-independent, continuous estimation of pain intensity
  • Doug Hunt and Dave Parry. Using Echo State Networks to Classify Unscripted, Real-World Punctual Activity
  • Ali Aghaeirad and Bernardete Ribeiro. Credit Prediction using Transfer Learning to Neural Networks via Self-Organizing Maps
  • Marcos Levano. Application of Elastic Nets using Phase Transition for Detection of gene Expression Patterns with different Carbon Sources
  • David Coufal. RBF neural networks and radial fuzzy systems
  • Eric Antonelo and Eduardo Camponogara. An Echo State Network-based Soft Sensor of Downhole Pressure for a Gas-lift Oil Well
  • Olarik Surinta, Mahir Karaaba, Tusar Mishar, Lambert Schomaker and Marco Wiering. Recognizing Handwritten Characters with Local Descriptors and Bags of Visual Words
  • Mario Malcangi and Philip Grew. Evolving Fuzzy-neural Method for Multimodal Speech Recognition
  • Xanthoula Eirini Pantazi, Dimitrios Moshou and Antonios Morellos. PREDICTION OF SOIL NITROGEN FROM SPECTRAL FEATURES USING SUPERVISED SELF ORGANIZING MAPS
  • Stamatis Karlos, Nikos Fazakis, Sotiris Kotsiantis and Kyriakos Sgarbas. Self-train LogitBoost for Semi-supervised Learning
  • Dror Lederman. Endotracheal tube position confirmation system using neural networks
  • Farah Bouakrif. Trajectory tracking control for perturbed robot manipulators using iterative learning method
  • Sadrollah Sadeghi. Enhanced KNNC using Clustering of Training Samples
  • Ramon Correa, Patricia Sampaio, Rafael Braga, Victor Alberto, Marcelo Souza, Leandro Rabelo, Gustavo de Almeida and Antonio Braga. On-Line Monitoring of Mechanical Properties of Steel Tubes using Artificial Neural Networks
  • Rima Daoudi, Khalifa Djemal and Abdelkader Benyettou. Contribution of Local Database Categorization to Articial Immune System Algorithms for Breast Cancer Diagnosis
  • Primoz Potocnik and Edvard Govekar. Practical Considerations in Training Extreme Learning Machines
  • Sotiris Konstantinidis, Pythagoras Karampiperis and Miguel-Angel Sicilia. Enhancing the Levenberg-Marquardt Method in Neural Network training using the direct computation of the Error Cost Function Hessian
  • Serafin Alonso, Miguel A. Prada, Juan J. Fuertes, Ignacio Diaz and Manuel Dominguez. Analysis of Electricity Bill Data using Interactive Dimensionality Reduction
  • Luca Benvenuti, Christoph Kloss and Stefan Pirker. Characterization of DEM particles by means of artificial neural networks and macroscopic experiments
  • Leandro Y. Mano, Gabriel T. Giancristofaro, Bruno S. Faical, Giampaolo L. Libralon, Gustavo Pessin, Pedro H. Gomes and Jo Ueyama. Exploiting the Use of Ensemble Classifiers to Enhance the Precision of User's Emotion Classification
  • Leon Bobrowski and Pawel Zabielski. Collinear Patterns Discovering with Learning Process
  • Tibor Kmet and Maria Kmetova. A 24-h forecast of solar irradiance using echo state neural networks
  • Hamid Alinejad. Exploring Weights of Hierarchical and Equivalency Relationship in General Persian Texts
  • Sam Palmer, Denise Gorse and Ema Muk-Pavic. Neural Networks and Particle Swarm Optimization for Function Approximation in Tri-SWACH Hull Design
  • Irina Myagkova, Sergey Dolenko, Vladimir Shiroky, Natalia Sentemova and Igor Persiantsev. Horizon of Neural Network Prediction of Relativistic Electrons Flux in the Outer Radiation Belt of the Earth
  • Marc Le Goc, Fabien Barthelot and Eric Pascual. Seasonality of Human Behavior in Smart Buildings
  • Ioannis Kyriakidis, Jaakko Kukkonen, Kostas Karatzas, George Papadourakis and Andrew Ware. New Statistical Indices for Evaluating Model Forecasting Performance