Manuel Ricardo Carlos-Loya

According to our database, Manuel Ricardo Carlos-Loya authored at least 10 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Becoming Smarter at Characterizing Potholes and Speed Bumps from Smartphone Data - Introducing a Second-Generation Inference Problem.

Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Johan Wahlström, Raymundo Cornejo, Fernando Martínez-Reyes

IEEE Trans. Mob. Comput., 2021

2020

How Smartphone Accelerometers Reveal Aggressive Driving Behavior? - The Key is the Representation.

Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Johan Wahlström, Graciela Ramírez Alonso, Fernando Martínez-Reyes, George Runger

IEEE Trans. Intell. Transp. Syst., 2020

2019

A Machine Learning Approach for Smartphone-based Sensing of Roads and Driving Style.

Manuel Ricardo Carlos

CoRR, 2019

2018

Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Readings - Addressing Who's Who.

Manuel Ricardo Carlos-Loya, Mario Ezra Aragón, Luis Carlos González-Gurrola, Hugo Jair Escalante, Fernando Martínez-Reyes

IEEE Trans. Intell. Transp. Syst., 2018

2017

Learning Roadway Surface Disruption Patterns Using the Bag of Words Representation.

Luis Carlos González-Gurrola, Ricardo Moreno, Hugo Jair Escalante, Fernando Martínez-Reyes, Manuel Ricardo Carlos

IEEE Trans. Intell. Transp. Syst., 2017

2016

Evaluating Reorientation Strategies for Accelerometer Data from Smartphones for ITS Applications.

Manuel Ricardo Carlos-Loya, Luis C. González, Fernando Martínez-Reyes, Raymundo Cornejo

Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Are Android Smartphones Ready to Locally Execute Intelligent Algorithms?

Manuel Ricardo Carlos-Loya, Fernando Martínez-Reyes, Raymundo Cornejo, Luis C. González

Proceedings of the Advances in Soft Computing, 2016

A Machine Learning Pipeline to Automatically Identify and Classify Roadway Surface Disruptions.

Mario Ezra Aragón, Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Hugo Jair Escalante

Proceedings of the Sixteenth Mexican International Conference on Computer Science, 2016

2014

SASVi - Sistema de Asistencia y Seguridad Vial.

Fernando Martínez-Reyes, Luis Carlos González-Gurrola, Manuel Ricardo Carlos-Loya

Res. Comput. Sci., 2014

2013

The Citizen Road Watcher - Identifying Roadway Surface Disruptions Based on Accelerometer Patterns.

Luis Carlos González-Gurrola, Fernando Martínez-Reyes, Manuel Ricardo Carlos-Loya

Proceedings of the Ubiquitous Computing and Ambient Intelligence. Context-Awareness and Context-Driven Interaction, 2013