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16. EANN 2015: Rhodes Island, Greece
- Lazaros S. Iliadis, Chrisina Jayne
:
Engineering Applications of Neural Networks - 16th International Conference, EANN 2015, Rhodes, Greece, September 25-28, 2015, Proceedings. Communications in Computer and Information Science 517, Springer 2015, ISBN 978-3-319-23981-1
Industrial-Engineering Applications of ANN
- Bartlomiej Beliczynski, Lech Marian Grzesiak
Mixed Phenomenological and Neural Approach to Induction Motor Speed Estimation. 3-12 - Glauco Martins, Marley M. B. R. Vellasco, Roberto Schirru, Pedro C. G. da S. Vellasco
Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN Network Tuned by Genetic Algorithm. 13-23 - Ander Arriandiaga
On-line Surface Roughness Prediction in Grinding Using Recurrent Neural Networks. 24-34 - David Lehký, Martina Somodíková:
Reliability Analysis of Post-Tensioned Bridge Using Artificial Neural Network-Based Surrogate Model. 35-44
Bioinformatics
- Olga T. Vrousgou, Fotis E. Psomopoulos
A Grid-Enabled Modular Framework for Efficient Sequence Analysis Workflows. 47-56 - Marcos A. Lévano
Application of Elastic Nets Using Phase Transition for Detection of Gene Expression Patterns with Different Carbon Sources. 57-66
Intelligent Medical Modeling
- Sarni Suhaila Rahim
Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing. 69-79 - Dror Lederman:
Endotracheal Tube Position Confirmation System Using Neural Networks. 80-85
Life-Earth Sciences Intelligent Modeling
- Konstantinos Demertzis
Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The Case of Invasive Fish Species Lagocephalus Sceleratus. 89-99 - Pekka Kumpulainen
Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers. 100-108 - Sergey Dolenko, Alexander Efitorov
Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of the Ionic Composition of Multi-component Water Solutions. 109-118 - Xanthoula Eirini Pantazi, Dimitrios Moshou
Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps. 119-126
Learning-Algorithms
- Yiannis Kokkinos, Konstantinos G. Margaritis
Multithreaded Local Learning Regularization Neural Networks for Regression Tasks. 129-138 - Stamatis Karlos
Self-Train LogitBoost for Semi-supervised Learning. 139-148 - Shruti R. Kulkarni, Bipin Rajendran
Scalable Digital CMOS Architecture for Spike Based Supervised Learning. 149-158 - Hamid Parvin
Enhanced KNNC Using Train Sample Clustering. 159-168
Intelligent Telecommunications Modeling
- Robin Babujee Jerome, Kimmo Hätönen:
A Metric for Determining the Significance of Failures and Its Use in Anomaly Detection - Case Study: Mobile Network Management Data from LTE Network. 171-180 - Szabolcs Nováczki, Borislava Gajic:
Fixed-Resolution Growing Neural Gas for Clustering the Mobile Networks Data. 181-191
Fuzzy Modeling
- George E. Tsekouras, Anastasios Rigos
A Neural-Fuzzy Network Based on Hermite Polynomials to Predict the Coastal Erosion. 195-205 - David Coufal:
RBF Neural Networks and Radial Fuzzy Systems. 206-215 - Mario Malcangi, Philip Grew:
Evolving Fuzzy-Neural Method for Multimodal Speech Recognition. 216-227
Robotics and Control
- Anu Aggarwal:
Azimuthal Sound Localisation with Electronic Lateral Superior Olive. 231-240
Smart Cameras
- Adriano Gaibotti, Claudio Marchisio, Alexandro Sentinelli, Giacomo Boracchi
Tampering Detection in Low-Power Smart Cameras. 243-252
Pattern Recognition-Facial Mapping
- Olarik Surinta
Recognizing Handwritten Characters with Local Descriptors and Bags of Visual Words. 255-264 - Isidoros Perikos
Recognize Emotions from Facial Expressions Using a SVM and Neural Network Schema. 265-274 - Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Günther Palm:
Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. 275-285
Classification
- Nektaria Potha, Manolis Maragoudakis:
Time Series Forecasting in Cyberbullying Data. 289-303 - Marcelino Lázaro
Classification of Binary Imbalanced Data Using A Bayesian Ensemble of Bayesian Neural Networks. 304-314 - Stephen Akuma, Chrisina Jayne
Inferring Users' Interest on Web Documents Through Their Implicit Behaviour. 315-324 - Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
One-Class Classification for Microarray Datasets with Feature Selection. 325-334
Financial Intelligent Modeling
- Petr Hájek
Intuitionistic Fuzzy Neural Network: The Case of Credit Scoring Using Text Information. 337-346 - Athanasios Tsadiras, George Zitopoulos:
Decision Making on Container Based Logistics Using Fuzzy Cognitive Maps. 347-357 - Ali AghaeiRad
Credit Prediction Using Transfer of Learning via Self-Organizing Maps to Neural Networks. 358-365
Echo State Networks
- Doug P. Hunt
Using Echo State Networks to Classify Unscripted, Real-World Punctual Activity. 369-378 - Eric Aislan Antonelo, Eduardo Camponogara
An Echo State Network-Based Soft Sensor of Downhole Pressure for a Gas-Lift Oil Well. 379-389 - Philipp Kainz, Harald Burgsteiner
Robust Bone Marrow Cell Discrimination by Rotation-Invariant Training of Multi-class Echo State Networks. 390-400
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