3 papers
cs.AI2020
From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability
Ibai Lana, Javier J. Sanchez-Medina, Eleni I. Vlahogianni +1
Advances in Data Science permeate every field of Transportation Science and Engineering, resulting in developments in the transportation sector that {are} data-driven. Nowadays, In…
cs.AI2018
An Evolutionary Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (EHIT2FKRS) for Travel Route Assignment
Mariam Zouari, Nesrine Baklouti, Javier Sanchez Medina +2
Urban Traffic Networks are characterized by high dynamics of traffic flow and increased travel time, including waiting times. This leads to more complex road traffic management. Th…
cs.CV2018
Unsupervised Learning in Reservoir Computing for EEG-based Emotion Recognition
Rahma Fourati, Boudour Ammar, Javier Sanchez-Medina +1
In real-world applications such as emotion recognition from recorded brain activity, data are captured from electrodes over time. These signals constitute a multidimensional time s…