Can we Estimate Truck Accident Risk from Telemetric Data using Machine
Learning?

Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning?

17 July 2020

Tristan Glatard

Brigitte Jaumard

Papers citing "Can we Estimate Truck Accident Risk from Telemetric Data using Machine Learning?"

14 / 14 papers shown

Title
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 310 42,038 0 03 Dec 2019
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 141 1,083 0 11 Sep 2019
High-Resolution Road Vehicle Collision Prediction for the City of Montreal Antonio Hebert Timothée Guédon Tristan Glatard Brigitte Jaumard 19 25 0 21 May 2019
Three Mechanisms of Weight Decay Regularization Guodong Zhang Chaoqi Wang Bowen Xu Roger C. Grosse 54 257 0 29 Oct 2018
Deep learning for time series classification: a review Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller AI4TS AI4CE 260 2,668 0 12 Sep 2018
A review on distance based time series classification A. Abanda U. Mori Jose A. Lozano AI4TS 33 248 0 12 Jun 2018
Real-time Traffic Accident Risk Prediction based on Frequent Pattern Tree Lei Lin Qian Wang A. Sadek 33 167 0 20 Jan 2017
Distributed and parallel time series feature extraction for industrial big data applications Maximilian Christ A. Kempa-Liehr M. Feindt AI4TS 76 272 0 25 Oct 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 320 14,196 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.6K 192,638 0 10 Dec 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 244 5,502 0 23 Nov 2015
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 148 2,515 0 03 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Efficient Object Localization Using Convolutional Networks Jonathan Tompson Ross Goroshin Arjun Jain Yann LeCun C. Bregler 3DH 136 1,350 0 16 Nov 2014