A new computationally efficient algorithm to solve Feature Selection for Functional Data Classification in high-dimensional spaces
- 2024
- ICML 2024
Bio
Dr. Rodrigo H. Ordóñez-Hurtado received his B.Eng. degree in Industrial Automation from the University of Cauca (Colombia) in 2005, and his Ph.D. degree in Electrical Engineering from the University of Chile (Chile) in 2012. Between 2012-2017 he was Research Fellow at top Irish universities working in several EU-funded projects. Since 2017, he is a Research Scientist at IBM Research Europe - Dublin (Ireland), formerly working in the Optimisation & Control and the Computational Math for Digital Health teams, and currently in the Human-Centric AI team. Rodrigo’s interests include swarm intelligence, stability theory, system identification & process control, recommender systems, and synthetic data generation with applications to intelligent transportation systems and the healthcare industry.
Publications
ProInsight: A Tool for Risk Prediction and Impact Evaluation of Digital Health Solution Implementations
- 2024
- ICDH 2024
Enabling the Evaluation of Driver Physiology Via Vehicle Dynamics
- 2023
- ICDH 2023
Spatial Positioning Token (SPToken) for Smart Mobility
- Roman Overko
- Rodrigo Ordonez-Hurtado
- et al.
- 2022
- IEEE T-ITS
Reinforcement Learning Augmented Optimization for Smart Mobility
- Roman Overko
- Rodrigo Ordonez-Hurtado
- et al.
- 2019
- CDC 2019
A Context-Aware E-Bike System to Reduce Pollution Inhalation while Cycling
- Shaun Sweeney
- Rodrigo Ordonez-Hurtado
- et al.
- 2019
- IEEE T-ITS
Localizing Missing Entities Using Parked Vehicles: An RFID-Based System
- Wynita M. Griggs
- Rudi Verago
- et al.
- 2018
- IEEE IoT Journal
A Distributed and Privacy-Aware Speed Advisory System for Optimizing Conventional and Electric Vehicle Networks
- Mingming Liu
- Rodrigo Ordonez-Hurtado
- et al.
- 2016
- IEEE T-ITS
On source-term parameter estimation for linear advection-diffusion equations with uncertain coefficients
- Sergiy Zhuk
- Tigran Tchrakian
- et al.
- 2016
- SIAM Journal on Scientific Computing
A Large-Scale SUMO-Based Emulation Platform
- Wynita M. Griggs
- Rodrigo Ordonez-Hurtado
- et al.
- 2015
- IEEE T-ITS
Patents
- US
- 11665184
- US
- 11488474
- US
- 11293766
- US
- 11267482
- US
- 11222271
- US
- 10527437
Projects
Fluorescence-based Digital Surgery Decision Support
Analyzing and visualizing differences in blood flow patterns, made visible with fluorescent dyes and multispectral imaging.
Top collaborators
SZ
Sergiy Zhuk
Senior Research Scientist and Manager, Optimization & Quantum Computing
AP
Alessandra Pascale
Senior Research Scientist and manager, Accelerated Discovery, NLP and Inference on Graphs
FB
Francesca Bonin
Research Staff Member, AI and Accelerated Discovery, IBM Research
TB
Tobia Boschi
Researcher