Technical Session

TS19 May 10, 9:00-10:30 / Room414

Big Data and Machine Learning (1)

Classification of Road Surface Anomalies Using Ensemble Methods with Deep Convolutional Neural Network

Pitiphum Posawang, Satidchoke Phosaard, Suphakit Niwattanakul ( Suranaree University of Technology, Thailand) and Wasan Pattara-Atikom (National Electronics and Computer Technology Center (NECTEC), Thailand)

Approach Deep Learning Method for Online Traffic Congestion Prediction Model with Freeway Big Data Analysis

Shiang-Jeng Wang, Cheng-Hsiu Tsou and Chi-Li Lin (CECI Engineering Consultants, Inc., Taiwan)

A Study on Applying Deep Q-Learning Network to Isolated Intersection Adaptive Signal Control

Chia-Hao Wan and Ming-Chorng Hwang (CHINA ENGINEERING CONSULTANTS, INC., Taiwan)

Predicting Intermodal Journey Transit Time Using Big Data Analytics through the Implementation of Machine Learning Alogarithm and Computer Vision

Ikhlas Bahar, Muhammad Amin Bakri, Syahri Ramadhan, Farras Afif and Sutan Faizal Lubis (PT. Brilyan Trimatra Utama, Indonesia)

Evaluating The Safety Of Blockchain

Congcong Ye, Guoqiang Li, Hongming Cai (Shanghai Jiao Tong University, China) and Yonggen Gu (Huzhou University, China)

Moderator: Takuya Maruyama (Kumamoto University, Japan)