Manuel Ricardo Carlos

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 5

Top Topics

Machine Learning

Authorship Attribution

Surface Features

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Mob. Comput.

Publications

Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Johan Wahlström, Raymundo Cornejo, Fernando Martínez-Reyes
Becoming Smarter at Characterizing Potholes and Speed Bumps from Smartphone Data - Introducing a Second-Generation Inference Problem. IEEE Trans. Mob. Comput. 20 (2) (2021)
Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Johan Wahlström, Graciela Ramírez, Fernando Martínez-Reyes, George Runger
How Smartphone Accelerometers Reveal Aggressive Driving Behavior? - The Key is the Representation. IEEE Trans. Intell. Transp. Syst. 21 (8) (2020)
Manuel Ricardo Carlos
A Machine Learning Approach for Smartphone-based Sensing of Roads and Driving Style. CoRR (2019)
Luis Carlos González-Gurrola, Ricardo Moreno, Hugo Jair Escalante, Fernando Martínez-Reyes, Manuel Ricardo Carlos
Learning Roadway Surface Disruption Patterns Using the Bag of Words Representation. IEEE Trans. Intell. Transp. Syst. 18 (11) (2017)
Mario Ezra Aragón, Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Hugo Jair Escalante
A Machine Learning Pipeline to Automatically Identify and Classify Roadway Surface Disruptions. ENC (2016)