| 2015 | VIMSEN: A Distributed Architecture for future Energy Market Frameworks. | George L. Lyberopoulos, Eleni Theodoropoulou, Ioanna Mesogiti, Konstantinos Filis, Ioannis Mamounakis, Prodromos Makris, Emmanouel A. Varvarigos |
| 2015 | Application of Elastic Nets Using Phase Transition for Detection of Gene Expression Patterns with Different Carbon Sources. | Marcos A. Lvano |
| 2015 | Reliability Analysis of Post-Tensioned Bridge Using Artificial Neural Network-Based Surrogate Model. | David Lehk, Martina Somodkov |
| 2015 | Endotracheal Tube Position Confirmation System Using Neural Networks. | Dror Lederman |
| 2015 | Classification of Binary Imbalanced Data Using A Bayesian Ensemble of Bayesian Neural Networks. | Marcelino Lzaro, Francisco Herrera, Anbal R. Figueiras-Vidal |
| 2015 | Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers. | Pekka Kumpulainen, Timo Korpela, Yrj Majanne, Anna Hyrinen |
| 2015 | Scalable Digital CMOS Architecture for Spike Based Supervised Learning. | Shruti R. Kulkarni, Bipin Rajendran |
| 2015 | Evaluation of Four Approaches for "Sentiment Analysis on Movie Reviews": The Kaggle Competition. | Athanasia Koumpouri, Iosif Mporas, Vasileios Megalooikonomou |
| 2015 | Enhancing the Levenberg-Marquardt Method in Neural Network training using the direct computation of the Error Cost Function Hessian. | Sotiris Konstantinidis, Pythagoras Karampiperis, Miguel-ngel Sicilia |
| 2015 | Multithreaded Local Learning Regularization Neural Networks for Regression Tasks. | Yiannis Kokkinos, Konstantinos G. Margaritis |
| 2015 | A 24h forecast of solar irradiance using echo state neural networks. | Tibor Kmet, Maria Kmetova |
| 2015 | House of Ads: a Multiplayer Action Game for Annotating Ad Video Content. | Katia Lida Kermanidis, Manolis Maragoudakis, Spyros Vosinakis |
| 2015 | Self-Train LogitBoost for Semi-supervised Learning. | Stamatis Karlos, Nikos Fazakis, Sotiris B. Kotsiantis, Kyriakos N. Sgarbas |
| 2015 | Robust Bone Marrow Cell Discrimination by Rotation-Invariant Training of Multi-class Echo State Networks. | Philipp Kainz, Harald Burgsteiner, Martin Asslaber, Helmut Ahammer |
| 2015 | Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity. | Markus Kchele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, Gnther Palm |
| 2015 | A Metric for Determining the Significance of Failures and Its Use in Anomaly Detection - Case Study: Mobile Network Management Data from LTE Network. | Robin Babujee Jerome, Kimmo Htnen |
| 2015 | A Novel Machine Learning Data Preprocessing Method for Enhancing Classification Algorithms Performance. | Theodoros Iliou, Christos-Nikolaos Anagnostopoulos, Marina Nerantzaki, George C. Anastassopoulos |
| 2015 | Using Echo State Networks to Classify Unscripted, Real-World Punctual Activity. | Doug P. Hunt, Dave Parry |
| 2015 | Intuitionistic Fuzzy Neural Network: The Case of Credit Scoring Using Text Information. | Petr Hjek, Vladimr Olej |
| 2015 | A Density Based k-Means Initialization Scheme. | Panagiotis Gourgaris, Christos Makris |
| 2015 | Seasonality of Human Behavior in Smart Buildings. | Marc Le Goc, Fabien Barthelot, Eric Pascual |
| 2015 | Classification of the most Significant Psychological Symptoms in Mental Patients with Depression using Bayesian Network. | Dimitrios Galiatsatos, Georgia Konstantopoulou, George C. Anastassopoulos, Marina Nerantzaki, Konstantinos Assimakopoulos, Dimitrios K. Lymberopoulos |
| 2015 | Tampering Detection in Low-Power Smart Cameras. | Adriano Gaibotti, Claudio Marchisio, Alexandro Sentinelli, Giacomo Boracchi |
| 2015 | Comparison of three classifiers for breast cancer outcome prediction. | Noa Eyal, Mark Last, Eitan Rubin |
| 2015 | Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of the Ionic Composition of Multi-component Water Solutions. | Sergey Dolenko, Alexander Efitorov, Sergey Burikov, Tatiana A. Dolenko, Kirill Laptinskiy, Igor Persiantsev |