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 | 72 | 2018 |
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 | 59 | 2017 |
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 | 44 | 2019 |
Identifying Roadway Surface Disruptions Based on Accelerometer Patterns F Martínez, LC González, MR Carlos IEEE Latin America Transactions 12 (3), 455-461, 2014 | 30 | 2014 |
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 | 12 | 2019 |
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 | 10 | 2016 |
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 | 5 | 2016 |
A Machine Learning Approach for Smartphone-based Sensing of Roads and Driving Style MR Carlos arXiv preprint arXiv:1908.10187, 2019 | 2 | 2019 |
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 | 1 | 2017 |
SASVi–Sistema de Asistencia y Seguridad Vial F Martínez, LC González, MR Carlos Avances en Tecnologías de Información, 51, 2014 | 1 | 2014 |