Unsupervised Hierarchical Modeling of Driving Behavior and Prediction of Contextual Changing Points
Taniguchi, Tadahiro, Nagasaka, Shogo, Hitomi, Kentarou, Takenaka, Kazuhito, Bando, Takashi
Published in IEEE transactions on intelligent transportation systems (01.08.2015)
Published in IEEE transactions on intelligent transportation systems (01.08.2015)
Get full text
Journal Article
Integrating Driving Behavior and Traffic Context Through Signal Symbolization for Data Reduction and Risky Lane Change Detection
Yurtsever, Ekim, Yamazaki, Suguru, Miyajima, Chiyomi, Takeda, Kazuya, Mori, Masataka, Hitomi, Kentarou, Egawa, Masumi
Published in IEEE transactions on intelligent vehicles (01.09.2018)
Published in IEEE transactions on intelligent vehicles (01.09.2018)
Get full text
Journal Article
Sequence Prediction of Driving Behavior Using Double Articulation Analyzer
Taniguchi, Tadahiro, Nagasaka, Shogo, Hitomi, Kentarou, Chandrasiri, Naiwala P., Bando, Takashi, Takenaka, Kazuhito
Published in IEEE transactions on systems, man, and cybernetics. Systems (01.09.2016)
Published in IEEE transactions on systems, man, and cybernetics. Systems (01.09.2016)
Get full text
Journal Article
Semiotic prediction of driving behavior using unsupervised double articulation analyzer
Taniguchi, Tadahiro, Nagasaka, Shogo, Hitomi, Kentarou, Chandrasiri, Naiwala P., Bando, Takashi
Published in 2012 IEEE Intelligent Vehicles Symposium (01.06.2012)
Published in 2012 IEEE Intelligent Vehicles Symposium (01.06.2012)
Get full text
Conference Proceeding
Prediction of Next Contextual Changing Point of Driving Behavior Using Unsupervised Bayesian Double Articulation Analyzer
Nagasaka, Shogo, Taniguchi, Tadahiro, Hitomi, Kentarou, Takenaka, Kazuhito, Bando, Takashi
Published in 2014 IEEE Intelligent Vehicles Symposium Proceedings (01.06.2014)
Published in 2014 IEEE Intelligent Vehicles Symposium Proceedings (01.06.2014)
Get full text
Conference Proceeding
Analyzing driver gaze behavior and consistency of decision making during automated driving
Miyajima, Chiyomi, Takeda, Kazuya, Yamazaki, Suguru, Bando, Takashi, Hitomi, Kentarou, Terai, Hitoshi, Okuda, Hiroyuki, Hirayama, Takatsugu, Egawa, Masumi, Suzuki, Tatsuya
Published in 2015 IEEE Intelligent Vehicles Symposium (IV) (01.06.2015)
Published in 2015 IEEE Intelligent Vehicles Symposium (IV) (01.06.2015)
Get full text
Conference Proceeding
Modeling and Prediction of Driving Behaviors Using a Nonparametric Bayesian Method With AR Models
Hamada, Ryunosuke, Kubo, Takatomi, Ikeda, Kazushi, Zujie Zhang, Shibata, Tomohiro, Bando, Takashi, Hitomi, Kentarou, Egawa, Masumi
Published in IEEE transactions on intelligent vehicles (01.06.2016)
Published in IEEE transactions on intelligent vehicles (01.06.2016)
Get full text
Journal Article
Notice of Removal: A classification method between novice and experienced drivers using eye tracking data and Gaussian process classifier
Zhang, Zujie, Kubo, Takatomi, Watanabe, Jin, Shibata, Tomohiro, Ikeda, Kazushi, Bando, Takashi, Hitomi, Kentarou, Egawa, Masumi
Published in 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) (01.07.2015)
Published in 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) (01.07.2015)
Get full text
Conference Proceeding
Finding meaningful robust chunks from driving behavior based on double articulation analyzer
Nagasaka, S., Taniguchi, T., Yamashita, G., Hitomi, K., Bando, T.
Published in 2012 IEEE/SICE International Symposium on System Integration (SII) (01.12.2012)
Published in 2012 IEEE/SICE International Symposium on System Integration (SII) (01.12.2012)
Get full text
Conference Proceeding
Contextual scene segmentation of driving behavior based on double articulation analyzer
Takenaka, K., Bando, T., Nagasaka, S., Taniguchi, T., Hitomi, K.
Published in 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2012)
Published in 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2012)
Get full text
Conference Proceeding
Development of pedestrian behavior model taking account of intention
Tamura, Y., Phuoc Dai Le, Hitomi, K., Chandrasiri, N. P., Bando, T., Yamashita, A., Asama, H.
Published in 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2012)
Published in 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2012)
Get full text
Conference Proceeding
Integrating driving behavior and traffic context through signal symbolization
Yamazaki, Suguru, Miyajima, Chiyomi, Yurtsever, Ekim, Takeda, Kazuya, Mori, Masataka, Hitomi, Kentarou, Egawa, Masumi
Published in 2016 IEEE Intelligent Vehicles Symposium (IV) (01.06.2016)
Published in 2016 IEEE Intelligent Vehicles Symposium (IV) (01.06.2016)
Get full text
Conference Proceeding
Prediction of driving behaviors in intersections based on a supervised dimension reduction considering locality
Kubo, Takatomi, Hamada, Ryunosuke, Zhang, Zujie, Ikeda, Kazushi, Bando, Takashi, Hitomi, Kentarou, Egawa, Masumi
Published in 17th International IEEE Conference on Intelligent Transportation Systems (ITSC) (01.10.2014)
Published in 17th International IEEE Conference on Intelligent Transportation Systems (ITSC) (01.10.2014)
Get full text
Conference Proceeding