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Ricardo Carlos
Ricardo Carlos
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Year
Evaluation of Detection Approaches for Road Anomalies Based on Accelerometer Readings--Addressing Who's Who
MR Carlos, ME Aragón, LC González, HJ Escalante, F Martínez
IEEE Transactions on Intelligent Transportation Systems 19 (10), 3334-3343, 2018
712018
Learning roadway surface disruption patterns using the bag of words representation
LC González, R Moreno, HJ Escalante, F Martínez, MR Carlos
IEEE Transactions on Intelligent Transportation Systems 18 (11), 2916-2928, 2017
592017
How Smartphone Accelerometers Reveal Aggressive Driving Behavior?—The Key Is the Representation
MR Carlos, LC González, J Wahlström, G Ramírez, F Martínez, G Runger
IEEE Transactions on Intelligent Transportation Systems 21 (8), 3377-3387, 2019
422019
Identifying Roadway Surface Disruptions Based on Accelerometer Patterns
F Martínez, LC González, MR Carlos
IEEE Latin America Transactions 12 (3), 455-461, 2014
292014
The Citizen Road Watcher–Identifying Roadway Surface Disruptions Based on Accelerometer Patterns
LC González, F Martínez, MR Carlos
International Conference on Ubiquitous Computing and Ambient Intelligence …, 2013
14*2013
Becoming Smarter at Characterizing Potholes and Speed Bumps from Smartphone Data—Introducing a Second-Generation Inference Problem
MR Carlos, LC Gonzalez, J Wahlström, R Cornejo, F Martinez
IEEE Transactions on Mobile Computing 20 (2), 366-376, 2019
112019
Evaluating Reorientation Strategies for Accelerometer Data from Smartphones for ITS Applications
MR Carlos, LC González, F Martínez, R Cornejo
Ubiquitous Computing and Ambient Intelligence: 10th International Conference …, 2016
102016
A machine learning pipeline to automatically identify and classify roadway surface disruptions
ME Aragón, MR Carlos, LCG Gurrola, HJ Escalante
Proceedings of the Sixteenth Mexican International Conference on Computer …, 2016
52016
A Machine Learning Approach for Smartphone-based Sensing of Roads and Driving Style
MR Carlos
arXiv preprint arXiv:1908.10187, 2019
22019
Are android smartphones ready to locally execute intelligent algorithms?
MR Carlos, F Martínez, R Cornejo, LC González
Advances in Soft Computing: 15th Mexican International Conference on …, 2017
12017
SASVi–Sistema de Asistencia y Seguridad Vial
F Martínez, LC González, MR Carlos
Avances en Tecnologías de Información, 51, 2014
12014
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Articles 1–11