- Yanbo Pang, Takehiro Kashiyama, Takahiro Yabe, Kota Tsubouchi and Yoshihide
Sekimoto, Development of people mass movement simulation framework based
on reinforcement learning, Transportation Research Part C, Elsevier, Vol.117, 102706, Aug. 2020 DOI (Impact Factor in 2019: 6.077)
- Maeda, H., Sekimoto, Y., Seto, T., Kashiyama, T. and Omata, H., Generative
adversarial network for road damage detection, Computer-Aided Civil and Infrastructure Engineering, Wiley, Available online 2 June 2020. DOI (Impact factor in 2019: 8.552)
- Takehiro Kashiyama, Yoshihide Sekimoto, Toshikazu Seto and Ko Ko Lwin,
Analyzing Road Coverage of Public Vehicles According to Number and Time
Period for Installation of Road Inspection Systems, ISPRS International Journal of Geo-Information, Vol.9, No.3, 161, Mar. 2020/03/10 DOI
- Kumar, A., Islam, T., Sekimoto, Y., Mattman, C., Wilson, B., Convcast:
An embedded convolutional LSTM based architecture for precipitation nowcasting
using satellite data, PLOS ONE, Vol.15, No.3, e0230114, 2020/02/29. DOI (Impact factor: 2.766 in 2018)
- Takahiro Yabe, Kota Tsubouchi, Naoya Fujiwara, Yoshihide Sekimoto and Satish
V. Ukkusuri, Understanding post-disaster population recovery patterns,
Journal of the Royal Society Interface, Vol. 17, Issue 163, Feb. 2020. DOI (Impact factor: 3.224 in 2018)
- Nan, T.Z.K.O., Kyaing, D., Lwin, K.K., Sekimoto, Y., Estimation of Intercity
Travel Pattern and Impact on Yangon-Pathein Road between Ayeyarwady Region
and Yangon Region Using Call Detail Record, Journal of the Eastern Asia Society for Transportation Studies, Vol.13, pp.841-860, 2020/1/1.
- Kyaing, D., Lwin, K.K., Sekimoto, Y., Identification of Transportation
Mode and Transit Behaviour from Mobile CDRs Data: A Case of Yangon City,
Journal of the Eastern Asia Society for Transportation Studies, Vol.13, pp.841-860, 2020/1/1.
- Thiri, A., Kyaing, D., Lwin, K.K., Sekimoto, Y., Identification and Classification
of Land Use Types in Yangon City by Using Mobile Call Detail Records (CDRs)
Data, Journal of the Eastern Asia Society for Transportation Studies, Vol.13, pp.1114-1133, 2020/1/1.
- Shinya Yasumoto, Andrew P. Jones, Kei Oyoshi, Hiroshi Kanasugi, Yoshihide
Sekimoto, Ryosuke Shibasaki, Alexis Comber and Chiho Watanabe, Heat exposure
assessment based on individual daily mobility patterns in Dhaka, Bangladesh,
Computers, Environment and Urban Systems, Elsevier, Volume 77, 2019, 101367, DOI
- Joo, S., Kashiyama, T., Sekimoto, Y., and Seto, T., An analysis of Factors Influencing Disaster Mobility using Location Data from Smarphones: Case study of Western Japan Flooding, Journal of Disaster Research, Vol.14, No.6, pp. 903-91, Sep. 2019.
- Tandang Yuliadi Dwi Putra, Yoshihide Sekimoto and Ryosuke Shibasaki, Toward
the Evolution of National Spatial Data Infrastructure Development in Indonesia,
ISPRS International Journal of Geo-Information, Vol.8, No.6, 263, 2019/06/5 DOI
- Yoshiki Ogawa, Yuki Akiyama, Muneta Yokomatsu, Yoshihide Sekimoto, and
Ryosuke Shibasaki, Estimation of Supply Chain Network Disruption of Companies
Across the Country Affected by the Nankai Trough Earthquake Tsunami in
Kochi City, Journal of Disaster Research, Vol.14, pp. 508-520, March 2019.
- Toshikazu Seto, Yoshihide Sekimoto, Trends in Citizen-Generated and Collaborative Urban Infrastructure Feedback Data: Toward Citizen-Oriented Infrastructure Management in Japan, ISPRS International Journal of Geo-Information, Vol.8, No.3, 2019/02/28
- Takahiro Yabe, Yoshihide Sekimoto, Kota Tsubouchi, Satoshi Ikemoto, Cross-comparative
analysis of evacuation behavior after earthquakes using mobile phone data,
PLOS ONE, Vol.14, No.2, e0211375, 2019/02/20. (Impact factor: 2.766 in 2018)
- Ko Ko Lwin, Yoshihide Sekimoto and Wataru Takeuchi, Estimation of Hourly
Link Population and Flow Directions from Mobile CDR, ISPRS International Journal of Geo-Information, Vol.7 No.11, 449, 2018/12/17
- Ogawa, Y., Sato, T., Akiyama, Y., Shibasaki, R. and Sekimoto, Y., Developing
a Model for Estimating the Home Return of Evacuees Based on the 2011 Tohoku
Earthquake Tsunami -Utilizing Mobile Phone GPS Big Data, Advances and New Trends in Environmental Informatics (EnviroInfo2018), 227-240, 2018/09/05. (Best Paper Award)
- Maeda, H., Sekimoto, Y., Seto, T., Kashiyama, T. and Omata, H.: Road Damage
Detection and Classification Using Deep Neural Networks with Smartphone
Images, Computer-Aided Civil and Infrastructure Engineering, Wiley, Vo.33, No.12, pp.1127-1141, Available online 30 June 2018. DOI (Impact factor: 5.475 in 2017)
- Hasegawa, Y., Sekimoto, Y., Seto, T. and Fukushima, Y. and Maeda, M.: Urban
Planning Communication Tool for Citizen with National Open Data, Computers, Environment and Urban Systems, Elsevier, Available online 19, June 2018. Vol.77, 101255, DOI (Impact factor: 3.725 in 2017)
- Batran, M., Mejia, M. G., Kanasugi, H., Sekimoto, Y., & Shibasaki,
R.: Inferencing Human Spatiotemporal Mobility in Greater Maputo via Mobile
Phone Big Data Mining, International Journal of Geo-Information, Vol.7, No.7, 259, June 2018. DOI
- Ko Ko Lwin, Yoshihide Sekimoto and Wataru Takeuchi, Development of GIS
Integrated Big Data Research Toolbox (BigGIS-RTX) for Mobile CDR Data Processing,
Journal of Disaster Research, Vol.13, No.2, March 2018.
- Takehiro Kashiyama, Yoshihide Sekimoto, Masao Kuwahara, Takuma Mitani and
Shunichi Koshimura, Hybrid System for Generating Data on Human Flow in
a Tsunami Disaster, Journal of Disaster Research, Vol.13, No.2, March 2018.
- Thein Aye Zin, Kyaing, Ko Ko Lwin, and Yoshihide Sekimoto, Estimation of
Originating-Destination Trips in Yangon by Using Big Data Source, Journal of Disaster Research, pp. 6-13, Vol.13, No.1, February 2018. DOI
- Ko Ko Lwin and Yoshihide Sekimoto, Mapping the spatial distribution patterns
of personal time spent based on trip purpose, International Journal of Applied Geospatial Research (IJAGR), Vol 9 (2), April-June 2018.
- Takehiro Kashiyama, Yanbo Pang, and Yoshihide Sekimoto, Open PFLOW: Creation
and evaluation of an open dataset for typical people mass movement in urban
areas, Transportation Research Part C., Elsevier,
- Yanbo Pang, Kota Tsubouchi, Takahiro Yabe and Yoshihide Sekimoto, Modeling
and reproducing human daily travel behavior from GPS data: A Markov Decision
Process approach, The 1st International Workshop on Prediction of Human Mobility (PredictGIS
2017) in conjunction with the SIGSPATIAL2017, Redondo Beach, California, USA.
- Hiroya Maeda, Yoshihide Sekimoto, Toshikazu Seto, Takehiro Kashiyama, and
Hiroshi Omata, Extraction of Road Maintenance Criteria using Machine Learning
and Spatial Information, The 3rd International Workshop on Smart Cities and Urban Analytics (UrbanGIS2017)
in conjunction with the SIGSPATIAL2017, Redondo Beach, California, USA.
- Hideaki Sobue, Yuki Fukushima, Takahiro Kashiyama, and Yoshihide Sekimoto,
Flying object detection and classification by monitoring using video images
(Poster paper), The 25th International Conference on Advances in Geographic Information
Systems (ACM SIGSPATIAL 2017), November 2017. Redondo Beach, California, USA.
- Mitsuaki Obara, Takehiro Kashiyama, Yoshihide Sekimoto, and Hiroshi Omata,
Analysis of Public Vehicle Use with Long-term GPS Data and the Possibility
of Use Optimization - Through working car project -, The Third International Conference on Smart Portable, Wearable, Implantable
and Disability-oriented Devices and Systems (SPWID 2017), June 2017, Venice, Italy. (Best Paper Award)
- Takahiro Yabe, Kota Tsubouchi and Yoshihide Sekimoto, CityFlowFragility:
Measuring the Fragility of People Flow in Cities to Disasters using GPS
Data Collected from Smartphones, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous
Technologies (IMWUT), Vol.1, No.3, Article 117, September 2017.
- Toshikazu Seto, Yoshihide Sekimoto, Akihisa Murakawa and Ryuichi Matsushima,
Evaluation of a Citizen Feedback and Monitoring System for Urban Infrastructure
Issues, Proceedings of 15th International Conference on Computers in Urban Planning
and Urban Management (CUPUM2017), July 2017, Adelaide, Australia.
- Riko Sakata, Hiroshi Kanasugi, and Yoshihide Sekimoto, The analysis of
Indian drivers' characteristics on the road using long-term probe data,
Proceedings of 15th International Conference on Computers in Urban Planning
and Urban Management (CUPUM2017), July 2017, Adelaide, Australia.
- Takahiro Yabe, Yoshihide Sekimoto, Akihito Sudo, and Kota Tsubouchi, A Framework for Evacuation Hotspot Detection after Large Scale Disasters using Mobile Phone Location Data, Netmob2017, Milan, Italy, 2017.
- Takahiro Yabe, Yoshihide Sekimoto, Akihito Sudo, and Kota Tsubouchi, Predicting
Delay of Commuting Activities Following Frequently Occurring Disasters
Using Location Data from Smartphones, Journal of Disaster Research, Vol.12 No.2, pp. 287-295, doi: 10.20965/jdr.2017.p0287, 2017.
- Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki, Nicholas
Jing Yuan, and Xing Xie. 2016. Prediction and Simulation of Human Mobility
Following Natural Disasters. ACM Transaction on Intelligent Systems and Technology (TIST). Vol.8, No.2, Article 29, 23 pages, November 2016. https://doi.org/10.1145/2970819
- Takahiro Yabe, Kota Tsubouchi, Akihito Sudo and Yoshihide Sekimoto, A Framework
for Evacuation Hotspot Detection after Large Scale Disasters using Location
Data from Smartphones: Case Study of Kumamoto Earthquake, The 24th International Conference on Advances in Geographic Information
Systems (ACM SIGSPATIAL 2016), San Francisco, 2016. (Acceptance rate for full papers: 18%)
- Akihito Sudo, Takehiro Kashiyama, Takahiro Yabe, Hiroshi Kanasugi, Xuan Song, Tomoyuki Higuchi, Shin'Ya Nakano, Masaya Saito and Yoshihide Sekimoto, Particle Filter for Real-time Human Mobility Prediction following Unprecedented Disaster, The 24th International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2016), San Francisco, 2016. (Acceptance rate for full papers: 18%)
- Takahiro Yabe, Kota Tsubouchi, Yoshihide Sekimoto and Akihito Sudo, Predicting
Irregular Individual Movement following Frequent Mid-Level Disasters using
Location Data from Smartphones, The 24th International Conference on Advances in Geographic Information
Systems (ACM SIGSPATIAL 2016), San Francisco, 2016. (Poster presentation)
- Hiroya Maeda, Toshikazu Seto, and Yoshihide Sekimoto, Lightweight Road
Manager: Smartphone-based Automatic Determination of Road Damage Status
by Deep Neural Network, The 5th International Workshop on Mobile Geographic Information Systems
(MobiGIS2016) in conjunction with the SIGSPATIAL2016, San Francisco, 2016.
- Yoshihide Sekimoto, Akihito Sudo, Takehiro Kashiyama, Toshikazu Seto, Hideki Hayashi, Akinori Asahara, Hiroki Ishizuka and Satoshi Nishiyama, Real-time people movement estimation in large disasters from several kinds of mobile phone data, The 5th International Workshop on Pervasive Urban Applications (PURBA2016) in conjunction with ACM UbiComp 2016, Heidelberg, Germany, 2016.
- Takahiro Yabe, Kota Tsubouchi, Akihito Sudo and Yoshihide Sekimoto, Estimating
Evacuation Hotspots using GPS data: What happened after the large earthquakes
in Kumamoto, Japan?, The 5th International Workshop on Urban Computing (UrbComp 2016) in conjunction
with the 22th ACM SIGKDD 2016, San Francisco, California, USA, 2016.
- Hiroya Maeda, Yoshihide Sekimoto, Toshikazu Seto, An Easy Infrastructure Management Method Using On-board Smartphone Images and Citizen Reports by Deep Neural Network
, The 2nd International Conference on IoT in Urban Space (Urb-IoT 2016), Tokyo, 2016. (Best Poster Award)
- Akihito Sudo, Takehiro Kashiyama, Takahiro Yabe, Hiroshi Kanasugi, and Yoshihide Sekimoto, Human Mobility Estimation Following Massive Disaster Using Filtering Approach, Journal of Disaster Research, pp. 217-224, Vol.11, 2016.
- Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Rousuke. Shibasaki, Nicholas
Jing Yuan and Xing Xie, A Simulator of Human Emergency Mobility following
Disasters: Knowledge Transfer from Big Disaster Data, Proceedings of Twenty-Ninth AAAI Conference on Artificial Intelligence
(AAAI), pp. 730-736, 2015.
- Takuya Kanno, Yoshihide Sekimoto, Hiroshi Kanasugi and Ryosuke Shibasaki,
Location estimation of real-time passengers:Using train object from timetable
information created with crowdsourcing and CDRs, The 4th International Workshop on Pervasive Urban Applications 2015 (PURBA2015)
in conjunction with UbiComp2015, 9 pages, 2015.9.
- Toshikazu Seto, Yoshihide Sekimotoi, Comparing the Distribution of Open
Geospatial Information between the Cities of Japan and Other Countries,
International Conference on Urban Planning and Urban Management 2015 (CUPUM2015), Boston, CD-ROM (14 pages), 2015.7.
- Yoko Hasegawa, Yoshihide Sekimoto, Toshikazu Seto and Yuki Fukushima, How
will Compact City Affect Me?: Urban Planning Simulation for Citizens, International Conference on Urban Planning and Urban Management 2015 (CUPUM2015), Boston, CD-ROM (15 pages), 2015.7.
- Takahiro Yabe, Yoshihide Sekimoto, Hiroshi Kanasugi and Takehiro Kashiyama,
Making Real-Time Predictions of People’s Irregular Movement under Disaster
Situations, International Conference on Urban Planning and Urban Management 2015 (CUPUM2015), Boston, CD-ROM (16 pages), 2015.7.
- Yoko Hasegawa, Yoshihide Sekimoto, Takehiro Kashiyama, Hiroshi Kanasugi,
Transportation Melting Pot Dhaka: Road-link Based Traffic Volume Estimation
from Sparse CDR Data, The 1st International Conference on IoT in Urban Space (Urb-IoT 2014), Rome, 2014. (Best Poster Award)
- Xuan Song, Quanshi Zhang, Yoshihide Sekimoto and Ryosuke Shibasaki, Prediction
of Human Emergency Behavior and their Mobility following Large-scale Disaster,
KDD2014, NewYork, 2014.
- Santi Phithakkitnukoon, Teerayut Horanont, Apichon Witayangkurn, Raktida
Siri,Yoshihide Sekimoto, Ryosuke Shibasaki, Understanding tourist behavior
using large-scale mobile sensing approach: A case study of mobile phone
users in Japan, Pervasive and Mobile Computing Journal, Elsevier, Available online 11 August 2014. DOI
- Teerayut Horanont, Santi Phithakkitnukoon, Tuck W Leong, Yoshihide Sekimoto,
Ryosuke Shibasaki, Weather Effects on the Patterns of People's Everyday
Activities: A study using GPS traces of mobile phone users, PLOS ONE, Vol.8, No.12, e81153, 2013. DOI
- Yoshihide Sekimoto, [Invited Paper] Relationship of People and Infrastructure
during the 3.11 Earthquake with Information Technology as Mediating Channel,
Journal of JSCE, Vol.1, pp.276-285, 2013. PDF
- Apichon Witayangkurn, Teerayut Horanont, Yoshihide Sekimoto and Ryosuke
Shibasaki, Anomalous Event Detection on Large-Scale GPS Data from Mobile
Phones Using Hidden Markov Model and Cloud Platform, PURBA2013 in conjunction with UbiComp2013, 9 pages, 2013. (Best Student Paper Award)
- Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Teerayut Horanont, Satoshi
Ueyama, Ryosuke Shibasaki, Modeling and Probabilistic Reasoning of Population
Evacuation During Large-scale Disaster, Proc. of 19th SIGKDD conference on Knowledge Discovery and Data Mining
(KDD2013), pp.1231-1239, 2013.
- Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Teerayut Horanont, Satoshi
Ueyama, Ryosuke Shibasaki, Intelligent System for Human Behavior Analysis
and Reasoning Following Large-scale Disasters, Intelligent Systems, IEEE, Vo. 28, No. 4, pp. 35-42, 2013. DOI
- Teerayut Horanont, Apichon Witayangkurn, Yoshihide Sekimoto, Ryosuke Shibasaki,
Large-Scale Auto-GPS Analysis for Discerning Behavior Change during Crisis,
Intelligent Systems, IEEE, Vo. 28, No. 4, pp. 26-34, 2013. DOI
- Ryosuke Toida, Yoshihide Sekimoto, Teerayut Horanont, Hiroshi Kanasugi and Ryosuke Shibsaki, Analysis of the reconstruction process after the Great East Japan Earthquake using GPS data, CUPUM2013, CDROM, 2013.
- Apichon Witayangkurn, Teerayut Horanont, Natsumi Ono, Yoshihide
Sekimoto and Ryosuke Shibasaki, Trip Reconstruction and Transportation Mode Extraction on Low Data Rate GPS Data from Mobile Phone, CUPUM2013, CDROM, 2013.
- Toshikazu Nakamura, Yoshihide Sekimoto and Ryosuke Shibasaki, Estimation
of People Flow in a City Using Particle Filter with Person Trip Survey,
Building Data and Traffic Count, CUPUM2013, CDROM, 2013.
- Hiroshi Kanasugi, Yoshihide Sekimoto, Mori Kurokawa, Takafumi Watanabe,
Shigeki Muramatsu, Ryosuke Shibasaki, Spatiotemporal Route Estimation Consistent
with Human Mobility Using Cellular Network Data, Proceedings of PerMoby2013 in conjunction with IEEE PerCom 2013, pp.267-272, 2013.
- Yoshihide Sekimoto, Atsuto Watanabe, Toshikazu Nakamura, Hiroshi Kanasugi,
Tomotaka Usui, Combination of spatio-temporal correction methods using
traffic survey data for reconstruction of people flow, Pervasive and Mobile Computing Journal, Elsevier, Vol.9, pp. 629-642, (Impact factor: 1.25 in 2011), 2013. DOI
- Yoshihide Sekimoto, Yutaka Matsubayashi, Harutoshi Yamada, Ryuichi Imai,
Tomotaka Usui, Hiroshi Kanasugi, Lightweight lane positioning of vehicles
using a smartphone GPS by monitoring the distance from the center line,
Proceedings of 15th International IEEE Annual Conference on Intelligent
Transportation Systems, Anchorage, pp.1561-1565, 2012.
- Yoshihide Sekimoto, Satoru Nakajo, Harutoshi Yamada and Ryosuke Shibasaki,
Framework of road update information and its collection from road managers,
Proceedings of 19th World Congress on Intelligent Transport Systems (Scientific Paper), Vienna, CD-ROM, 12 pages, 2012.
- Harutoshi Yamada, Yoshihide Sekimoto and Yutaka Matsubayashi, An analysis
of daily auto use in Japan and the estimation of the vertical alignment
of expressways for the expanded use of EVs, Proceedings of 19th World Congress on Intelligent Transport Systems, Vienna, CD-ROM, 8 pages, 2012.
- Toshikazu Nakamura, Yoshihide Sekimoto, Tomotaka Usui and Ryosuke Shibasaki,
Data-oriented algorithm for route choice set generation in a metropolitan
area with mobile phone GPS data, ISPRS Annals of Photogrammetry, Remote Sensing and the Spatial Information
Sciences, I-2, pp.111-116, 2012.
- Yoshihide Sekimoto, Ryosuke Shibasaki, Hiroshi Kanasugi and Tomotaka Usui,
Yasunobu Shimazaki, PFLOW: Reconstruction of people flow recycling large-scale
social survey data, IEEE Pervasive Computing, Vol.10, No.4, pp.27-35, Oct.-Dec. 2011. (Impact factor: 3.08 in 2009).
DOI
- Yoshihide Sekimoto, Atsuto Watanabe, Toshikazu Nakamura, Tomotaka Usui
and Hiroshi Kanasugi, Digital archiving of people flow using person trip
data of developing cities, The First Workshop on Pervasive Urban Applications (PURBA) in conjunction
with the Ninth International Conference on Pervasive Computing, San Francisco, CD-ROM (8ページ), 2011 (Acceptance rate: 25%). PDF
- Harutoshi Yamada, Yoshihide Sekimoto, Yutaka Matsubayashi, A study on the
quality of CAD drawings of expressways and addition of lane marking data,
Journal of Appied Computing in Civil Engineering, Vol.19, pp.175-184, 2010.
- Satoru Nakajo, Yoshihide Sekimoto, Yoshitaka Minami, Harutoshi Yamada,
Ryosuke Shibasaki, Getting broad overview of road update from procuement
notices of road constructions, Proceedings of 16th World Congress on Intelligent Transport Systems, Stockholm, CD-ROM (6ページ), 2009.
- Takayuki Koga, Yoshihide Sekimoto, Ryosuke Shibasaki, Analysis of current
status and future tendency for development of sustainable e-Local Government
in prefecture, CUPUM (Conference on Urban Planning and Urban Management) 2009, Hong Kong, CD-ROM (14ページ), 2009.
- Yoichi Tanaka, Yoshihide Sekimoto, Katsumi Uesaka, Kenichi Todori, Development
of the road surface icing prevention measures applying ITS technology,
Proceedings of 7th International Congress on Winter Road in PIARC, CD-ROM (6ページ), 2006.
- Yoshihide Sekimoto, Katsumi Uesaka, Prompt development and updating of Road GIS data integrated into the public works, Proceedings of 12th World Congress on Intelligent Transport Systems, San Francisco, CD-ROM (12ページ), 2005.
- Yoshihide Sekimoto, Kenichi Todori and Tadashi Okutani, Hybrid high accuracy
positioning combining positioning devices and infrastructure information,
Proceedings of 11th World Congress on Intelligent Transport Systems, Nagoya, CD-ROM (8ページ), 2004.
- Kenichi Todori, Yoichi Tanaka, Yoshihide Sekimoto and Tadashi Okutani, Development of the Road Surface Freezing Prevention Applying ITS Technology, Proceedings of 11th World Congress on Intelligent Transport Systems, Nagoya, CD-ROM (8ページ), 2004.
- Yoshihide Sekimoto, Harutoshi Yamada and Tadashi Okutani, An Introduction
of "Road GIS" and its Application to ITS, Proceedings of 10th World Congress on Intelligent Transport Systems, Madrid, CD-ROM (10ページ), 2003.
- Yoshihide Sekimoto and Ryosuke Shibasaki, Conceptual Data Modeling for
Dynamic Revision of Spatial-Temporal Database, Spatial Data Handling (SDH2000) , Beijing, pp.42-56, 2000.
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