All Stories

  1. A machine learning pipeline for extracting decision-support features from traffic scenes1

    Article • AI Communications, April 2024, IOS Press

    Gabriel Ramos

  2. Fuzzy time series for predicting phenological stages of apple trees

    Article • March 2021, ACM (Association for Computing Machinery)

    Gabriel Ramos

  3. ElHealth: Using Internet of Things and data prediction for elastic management of human resources in smart hospitals

    Article • Engineering Applications of Artificial Intelligence, January 2020, Elsevier

    Professor Joel J. P. C. Rodrigues, Gabriel Ramos

  4. Toll-based reinforcement learning for efficient equilibria in route choice

    Article • The Knowledge Engineering Review, January 2020, Cambridge University Press

    Gabriel Ramos

  5. Analysing the impact of travel information for minimising the regret of route choice

    Article • Transportation Research Part C Emerging Technologies, March 2018, Elsevier

    Gabriel Ramos

  6. Coalitions of Electric Vehicles in Smart Grids

    Article • December 2017, Springer Science + Business Media

    Gabriel Ramos

  7. Efficient local search in traffic assignment

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Gabriel Ramos

  8. A self-adapting similarity-based coalition formation approach for plug-in electric vehicles in smart grids

    Article • Multiagent and Grid Systems, November 2015, IOS Press

    Gabriel Ramos

  9. Towards the User Equilibrium in Traffic Assignment Using GRASP with Path Relinking

    Article • July 2015, ACM (Association for Computing Machinery)

    Gabriel Ramos

  10. An Improved Learning Automata Approach for the Route Choice Problem

    Article • January 2015, Springer Science + Business Media

    Gabriel Ramos

  11. Forming Coalitions of Electric Vehicles in Constrained Scenarios

    Article • January 2015, Springer Science + Business Media

    Gabriel Ramos

  12. Dynamic constrained coalition formation among electric vehicles

    Article • Journal of the Brazilian Computer Society, March 2014, Springer Science + Business Media

    Gabriel Ramos

  13. Self-Adapting Coalition Formation Among Electric Vehicles in Smart Grids

    Article • September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Gabriel Ramos

  14. Towards a Platform for Testing and Developing Privacy-Preserving Data Mining Applications for Smart Grids

    Article • January 2013, Springer Science + Business Media

    Gabriel Ramos

  15. Reduction of Coalition Structure's Search Space Based on Domain Information: An Application in Smart Grids

    Article • October 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Gabriel Ramos