| 2018 | Feature selection for label ranking. | Noelia Snchez-Maroo, Beatriz Prez-Snchez |
| 2018 | behaviour-based working memory capacity classification using recurrent neural networks. | Mazen Salous, Felix Putze |
| 2018 | Order Crossover for the Inventory Routing Problem. | Mohamed Salim Amri Sakhri, Mounira Tlili, Hamid Allaoui, Ouajdi Korbaa |
| 2018 | Evolutionary RL for Container Loading. | Sarmimala Saikia, Richa Verma, Puneet Agarwal, Gautam Shroff, Lovekesh Vig, Ashwin Srinivasan |
| 2018 | Asymptotic statistics for multilayer perceptron with ReLu hidden units. | Joseph Rynkiewicz |
| 2018 | Non-negative Matrix Factorization for Medical Imaging. | Miguel A. Atencia Ruiz, Ruxandra Stoean |
| 2018 | Forecasting Business Failure in Highly Imbalanced Distribution based on Delay Line Reservoir. | Ali Rodan, Pedro A. Castillo, Hossam Faris, Antonio Miguel Mora, Huthaifa Jawazneh |
| 2018 | Boolean kernels for interpretable kernel machines. | Mirko Polato, Fabio Aiolli |
| 2018 | Active Learning based on Transfer Learning Techniques for Image Classification. | Daniela Onita, Adriana Birlutiu |
| 2018 | Local Rademacher Complexity Machine. | Luca Oneto, Sandro Ridella, Davide Anguita |
| 2018 | Emerging trends in machine learning: beyond conventional methods and data. | Luca Oneto, Nicol Navarin, Michele Donini, Davide Anguita |
| 2018 | A variable projection method for block term decomposition of higher-order tensors. | Guillaume Olikier, Pierre-Antoine Absil, Lieven De Lathauwer |
| 2018 | Feature noise tuning for resource efficient Bayesian Network Classifiers. | Laura Isabel Galindez Olascoaga, Jonas Vlasselaer, Wannes Meert, Marian Verhelst |
| 2018 | Prototype-based analysis of GAMA galaxy catalogue data. | Aleke Nolte, Lingyu Wang, Michael Biehl |
| 2018 | Comparison of cluster validation indices with missing data. | Marko Niemel, Sami yrm, Tommi Krkkinen |
| 2018 | Temporal modeling of ALS using longitudinal data and long-short term memory-based algorithm. | Aviv Nahon, Boaz Lerner |
| 2018 | A sharper bound on the Rademacher complexity of margin multi-category classifiers. | Khadija Musayeva, Fabien Lauer, Yann Guermeur |
| 2018 | Globular Cluster Detection in the Gaia Survey. | Mohammad Mohammadi, Reynier Peletier, Frank-Michael Schleif, Nicolai Petkov, Kerstin Bunte |
| 2018 | Towards cognitive automotive environment modelling: reasoning based on vector representations. | Florian Mirus, Terrence C. Stewart, Jrg Conradt |
| 2018 | Shallow and Deep Models for Domain Adaptation problems. | Siamak Mehrkanoon, Matthew B. Blaschko, Johan A. K. Suykens |
| 2018 | Person Identification and Discovery With Wrist Worn Accelerometer Data. | Ryan McConville, Ral Santos-Rodrguez, Niall Twomey |
| 2018 | Dynamic autonomous image segmentation based on Grow Cut. | Ion Alexandru Marinescu, Zoltn Blint, Laura Diosan, Anca Andreica |
| 2018 | Unsupervised domain adaptation of deep object detectors. | Debjeet Majumdar, Vinay P. Namboodiri |
| 2018 | Reinforcement Learning for High-Frequency Market Making. | Ye-Sheen Lim, Denise Gorse |
| 2018 | Efficient accuracy estimation for instance-based incremental active learning. | Christian Limberg, Heiko Wersing, Helge J. Ritter |