| 2019 | Tracking Position and Status of Electric Control Switches Based on YOLO Detector. | Xingang Mou, Jian Cui, Hujun Yin, Xiao Zhou |
| 2019 | Time Series Display for Knowledge Discovery on Selective Laser Melting Machines. | Ramn Moreno, Juan Carlos Pereira, Alex Lpez, Asif Mohammed, Parsha Pahlevannejad |
| 2019 | A Metric Framework for Quantifying Data Concentration. | Peter Mitic |
| 2019 | Users Intention Based on Twitter Features Using Text Analytics. | Qadri Mishael, Aladdin Ayesh, Iryna Yevseyeva |
| 2019 | Adaptive Dimensionality Adjustment for Online "Principal Component Analysis". | Nico Migenda, Ralf Mller, Wolfram Schenck |
| 2019 | Scalable Dictionary Classifiers for Time Series Classification. | Matthew Middlehurst, William Vickers, Anthony J. Bagnall |
| 2019 | Comparative Analysis for Computer-Based Decision Support: Case Study of Knee Osteoarthritis. | Philippa Grace McCabe, Ivn Olier, Sandra Ortega-Martorell, Ian H. Jarman, Vasilios Baltzopoulos, Paulo Lisboa |
| 2019 | Using Deep Learning for Ordinal Classification of Mobile Marketing User Conversion. | Lus Miguel Matos, Paulo Cortez, Rui Castro Mendes, Antoine Moreau |
| 2019 | Optimization of the Numeric and Categorical Attribute Weights in KAMILA Mixed Data Clustering Algorithm. | Ndia Junqueira Martarelli, Marcelo Seido Nagano |
| 2019 | Wave and Viscous Resistance Estimation by NN. | D. Marn, Matilde Santos |
| 2019 | A Comparative Assessment of Feed-Forward and Convolutional Neural Networks for the Classification of Prostate Lesions. | Sabrina Marnell, Patrick Riley, Ivn Olier, Marc Rea, Sandra Ortega-Martorell |
| 2019 | A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification Tasks. | Alberto Manastarla, Leandro Augusto da Silva |
| 2019 | Studying the Evolution of the 'Circular Economy' Concept Using Topic Modelling. | Sampriti Mahanty, Frank Boons, Julia Handl, Riza Batista-Navarro |
| 2019 | Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor. | Miguel Lpez-Prez, Adrin Colomer, Mara . Sales, Rafael Molina, Valery Naranjo |
| 2019 | Non-stationary Noise Cancellation Using Deep Autoencoder Based on Adversarial Learning. | Kyunghyun Lim, Jin-Young Kim, Sung-Bae Cho |
| 2019 | Toward a Framework for Seasonal Time Series Forecasting Using Clustering. | Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier |
| 2019 | Mixing Hetero- and Homogeneous Models in Weighted Ensembles. | James Large, Anthony J. Bagnall |
| 2019 | Safe Deep Neural Network-Driven Autonomous Vehicles Using Software Safety Cages. | Sampo Kuutti, Richard Bowden, Harita Joshi, Robert de Temple, Saber Fallah |
| 2019 | Machine Learning Methods for Fake News Classification. | Pawel Ksieniewicz, Michal Choras, Rafal Kozik, Michal Wozniak |
| 2019 | Imbalance Reduction Techniques Applied to ECG Classification Problem. | Jedrzej Kozal, Pawel Ksieniewicz |
| 2019 | A Genetic-Based Ensemble Learning Applied to Imbalanced Data Classification. | Jakub Klikowski, Pawel Ksieniewicz, Michal Wozniak |
| 2019 | Conditioned Generative Model via Latent Semantic Controlling for Learning Deep Representation of Data. | Jin-Young Kim, Sung-Bae Cho |
| 2019 | Superlinear Speedup of Parallel Population-Based Metaheuristics: A Microservices and Container Virtualization Approach. | Hatem Khalloof, Phil Ostheimer, Wilfried Jakob, Shadi Shahoud, Clemens Dpmeier, Veit Hagenmeyer |
| 2019 | Automatic Ground Truth Dataset Creation for Fake News Detection in Social Media. | Danae Pla Karidi, Harry Nakos, Yannis Stavrakas |
| 2019 | Deep Convolutional Neural Networks Based on Image Data Augmentation for Visual Object Recognition. | Khaoula Jayech |