Faculty Information - KASHIYAMA Takehiro

■ Books and Articles

1.	2020/12	Article	Global Road Damage Detection: State-of-the-art Solutions 2020 IEEE International Conference on Big Data (Collaboration)
2.	2020/12	Article	Sky Monitoring System for Flying Object Detection Using 4K Resolution Camera. Senors 20(24) (Collaboration)
3.	2020/08	Article	Crowd Counting with Semantic Scene Segmentation in Helicopter Footage Sensors 20(17) (Collaboration)
4.	2020/08	Article	Development of people mass movement simulation framework based on reinforcement learning Transportation research part C: emerging technologies (117) (Collaboration)
5.	2020/07	Article	Generative adversarial network for road damage detection Computer‐Aided Civil and Infrastructure Engineering 36(1),pp.47-60 (Collaboration)
6.	2020/03	Article	Analyzing Road Coverage of Public Vehicles According to Number and Time Period for Installation of Road Inspection Systems. ISPRS Int. J. Geo Inf. 9(3) (Collaboration)
7.	2019/09	Article	An Analysis of Factors Influencing Disaster Mobility Using Location Data from Smartphones: Case Study of Western Japan Flooding JOURNAL OF DISASTER RESEARCH 14(6),pp.903-911 (Collaboration)
8.	2019/07	Article	The Development of Open Source Based Citizen Collaboration Applications for Infrastructure Management: My City Report Proc. Int. Cartogr. Assoc.2 (Collaboration)
9.	2018/10	Article	Deep Reinforcement Learning Approach for Train Rescheduling Utilizing Graph Theory, The Workshop of IEEE International Conference on Big Data 2018 EE International Conference on Big Data (Collaboration)
10.	2018/07	Article	Sensing Population Mobility through City Boundary in Greater Maputo via Mobile Phone Big Data Mining 2018 IEEE World Congress on Services (Collaboration)
11.	2018/03	Article	Hybrid System for Generating Data on Human Flow in a Tsunami Disaster JOURNAL OF DISASTER RESEARCH 13(2),pp.347-357 (Collaboration)
12.	2018/01	Article	Road Damage Detection Using Deep Neural Networks with Images Captured Through a Smartphone Comp.-Aided Civil and Infrastruct. Engineering 33(12),pp.1127-1141 (Collaboration)
13.	2017/12	Article	Open PFLOW: Creation and evaluation of an open dataset for typical people mass movement in urban areas Transportation Research Part C., Elsevier (85),pp.249-267 (Collaboration)
14.	2017/11	Article	Analysis of Public Vehicle Use with Long-term GPS Data and the Possibility of Use Optimization - Through working car project (Collaboration)
15.	2017/11	Article	Extraction of Road Maintenance Criteria using Machine Learning and Spatial Information (Collaboration)
16.	2017/11	Article	Flying object detection and classification by monitoring using video images (Collaboration)
17.	2016/10	Article	Particle Filter for Real-time Human Mobility Prediction following Unprecedented Disaster ACM SIGSPATIAL (Collaboration)
18.	2016/09	Article	Real-time people movement estimation in large disasters from several kinds of mobile phone data (Collaboration)
19.	2016/03	Article	Human Mobility Estimation Following Massive Disaster Using Filtering Approach Journal of Disaster Research 11(2),pp.217-224 (Collaboration)
20.	2014/01	Article	Transportation Meeting Pot Dhaka: Road-link Based Traffic Volume Estimation from Sparse CDR Data Urb-IoT 2014 (Collaboration)
21.	2012/03	Article	Design and Implementation of DF-Salvia which Provides Mandatory Access Control based on Data Flow (Collaboration)
22.	2008/10	Article	Development of System for Identity Determination of SXF Data (Collaboration)
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■ Academic background

1.

〔Doctorial Course (2nd Semester)〕, Kansai University, Completed,

■ Main Subject

Data Analytics and Machine Learning

■ Home Page

https://sites.google.com/view/kashiyama-lab/home