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ORCID16. 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, Bartlomiej Ufnalski:
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, Eva Portillo, José Antonio Sánchez, Itziar Cabanes:
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, Pericles A. Mitkas:
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, Vasile Palade, James Shuttleworth, Chrisina Jayne, Raja Norliza Raja Omar:
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, Lazaros S. Iliadis:
Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The Case of Invasive Fish Species Lagocephalus Sceleratus. 89-99 - Pekka Kumpulainen, Timo Korpela, Yrjö Majanne, Anna Häyrinen:
Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers. 100-108 - Sergey Dolenko, Alexander Efitorov, Sergey Burikov, Tatiana A. Dolenko, Kirill Laptinskiy, Igor Persiantsev:
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, Antonios Morellos, Rebecca Louise Whetton, Jens Wiebensohn, Abdul Mounem Mouazen:
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, Nikos Fazakis, Sotiris B. Kotsiantis, Kyriakos N. Sgarbas:
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, Ahad Zolfaghari, Farhad Rad:
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, Antonios Chatzipavlis, Adonis Velegrakis:
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, Mahir Faik Karaaba, Tusar Kanti Mishra, Lambert Schomaker, Marco A. Wiering:
Recognizing Handwritten Characters with Local Descriptors and Bags of Visual Words. 255-264 - Isidoros Perikos, Epaminondas Ziakopoulos, Ioannis Hatzilygeroudis:
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, Francisco Herrera, Aníbal R. Figueiras-Vidal:
Classification of Binary Imbalanced Data Using A Bayesian Ensemble of Bayesian Neural Networks. 304-314 - Stephen Akuma, Chrisina Jayne, Rahat Iqbal, Faiyaz Doctor:
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, Vladimír Olej:
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, Bernardete Ribeiro:
Credit Prediction Using Transfer of Learning via Self-Organizing Maps to Neural Networks. 358-365
Echo State Networks
- Doug P. Hunt, Dave Parry:
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, Martin Asslaber, Helmut Ahammer:
Robust Bone Marrow Cell Discrimination by Rotation-Invariant Training of Multi-class Echo State Networks. 390-400
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