Air pollution estimation and forecasting using machine learning techniques
Artificial neural networks in industrial and civil engineering
Data analytics in stainless steel factories
Machine Learning and data analytics in engineering
Modelling and simulation in transportation and logistics
Virtual sensoring in engineering
Since its creation in 2011, the group has developed around a total of 65 international journal contributions indexed in the WoS-ISI Journal Citation Report (JCR) in journals with a very remarkable impact index: Neurocomputing, Transportation Research, Industrial Management and Data Systems, etc. Likewise, the members of the group have also participated as authors, reviewers, special session organizers or program committees in international conferences, among which, IWANN, SOMET, IJCNN, SOCO, HAIS, etc., stand out being 40 indexed in ISI-Proceedings.
The research group is focused on applications of machine learning in environmental, industrial, and civil engineering (transportation and logistics) problems.