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ORCIDManuel Ricardo Carlos-Loya
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2020 – today
- 2021
[j5]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): 366-376 (2021)- 2020
- [j4]Manuel Ricardo Carlos, Luis Carlos González-Gurrola, Johan Wahlström, Graciela Ramírez Alonso, Fernando Martínez-Reyes, George Runger:
How Smartphone Accelerometers Reveal Aggressive Driving Behavior? - The Key is the Representation. IEEE Trans. Intell. Transp. Syst. 21(8): 3377-3387 (2020)
2010 – 2019
- 2019
- [i1]Manuel Ricardo Carlos:
A Machine Learning Approach for Smartphone-based Sensing of Roads and Driving Style. CoRR abs/1908.10187 (2019) - 2018
- [j3]Manuel Ricardo Carlos-Loya, Mario Ezra Aragón, Luis Carlos González-Gurrola, Hugo Jair Escalante, Fernando Martínez-Reyes:
Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Readings - Addressing Who's Who. IEEE Trans. Intell. Transp. Syst. 19(10): 3334-3343 (2018) - 2017
- [j2]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): 2916-2928 (2017) - 2016
- [c4]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: 3:1-3:4 - [c3]Manuel Ricardo Carlos-Loya, Fernando Martínez-Reyes, Raymundo Cornejo, Luis C. González:
Are Android Smartphones Ready to Locally Execute Intelligent Algorithms? MICAI (2) 2016: 15-25 - [c2]Manuel Ricardo Carlos-Loya, Luis C. González, Fernando Martínez-Reyes, Raymundo Cornejo:
Evaluating Reorientation Strategies for Accelerometer Data from Smartphones for ITS Applications. UCAmI (2) 2016: 407-418 - 2014
- [j1]Fernando Martínez-Reyes, Luis Carlos González-Gurrola, Manuel Ricardo Carlos-Loya:
SASVi - Sistema de Asistencia y Seguridad Vial. Res. Comput. Sci. 76: 51-60 (2014) - 2013
- [c1]Luis Carlos González-Gurrola, Fernando Martínez-Reyes, Manuel Ricardo Carlos-Loya:
The Citizen Road Watcher - Identifying Roadway Surface Disruptions Based on Accelerometer Patterns. UCAmI 2013: 374-377
Coauthor Index
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