1 code implementation • 14 Aug 2024 • Nikita Makarov, Santhanakrishnan Narayanan, Constantinos Antoniou
We analyse hierarchical regression setups, combining classification and regression tasks, and introduce fine-grained classification with a proposal of a method to convert outputs to precise values.
no code implementations • 6 Jun 2022 • Mayara Moraes Monteiro, Carlos M. Lima Azevedo, Maria Kamargianni, Yoram Shiftan, Ayelet Gal-Tzur, Sharon Shoshany Tavory, Constantinos Antoniou, Guido Cantelmo
Car-sharing services have been providing short-term car access to their users, contributing to sustainable urban mobility and generating positive societal and often environmental impacts.
no code implementations • 31 May 2021 • Haizheng Zhang, Ravi Seshadri, A. Arun Prakash, Constantinos Antoniou, Francisco C. Pereira, Moshe Ben-Akiva
Simulation-based Dynamic Traffic Assignment models have important applications in real-time traffic management and control.
no code implementations • 19 Jan 2021 • Kui Yang, Wenjing Zhao, Constantinos Antoniou
The IVM algorithm is trained to build the classifier and its performance is compared to the popular and successfully applied technique of Support Vector Machines (SVMs).