SAKUMA Takuto

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science
Center for Fostering Young and Innovative Researchers

Title

Assistant Professor

 

Papers

  • Efficient learning algorithm for sparse subsequence pattern-based classification and applications to comparative animal trajectory data analysis

    Takuto Sakuma, Kazuya Nishi, Kaoru Kishimoto, Kazuya Nakagawa, Masayuki Karasuyama, Yuta Umezu, Shinsuke Kajioka, Shuhei J. Yamazaki, Koutarou D. Kimura, Sakiko Matsumoto, Ken Yoda, Matasaburo Fukutomi, Hisashi Shidara, Hiroto Ogawa, Ichiro Takeuchi

    Advanced Robotics   33 ( 3-4 ) 134 - 152   2019.01  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Comparative Sequential Pattern Mining of Human Trajectory Data Collected from a Campus-wide BLE Beacon System

    Shinsuke Kajioka, Takuto Sakuma, Ichiro Takeuchi

    2019 IEEE International Conference on Pervasive Computing and Communications Workshops     706 - 711   2019  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Statistically Discriminative Sub-trajectory Mining with Multiple Testing Correction

    Duy Vo Nguyen Le, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Yasuo Tabei, Ichiro Takeuchi

    Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems     548 - 551   2019  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Finding discriminative animal behaviors from sequential bio-logging trajectory data

    Takuto Sakuma, Kazuya Nishi, Shuhei J. Yamazaki, Koutarou D. Kimura, Sakiko Matsumoto, Ken Yoda, Ichiro Takeuchi

    6th International Conference on Distributed, Ambient, and Pervasive Interactions     125 - 138   2018  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Comparison of Cerebral Blood Flow Activation of Elderlies with Amnestic and Nonamnestic MCI During Daily Conversation

    Shohei Kato, Hideyoshi Endo, Risako Nagata, Takuto Sakuma, Kiyomi Tomida

    2016 IEEE EMBS International Conference on Biomedical and Health Informatics     WePM_Poster_T6.8(1-page)   2016  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • A Ball Game Typed Human-Robot Interaction Based on All-Combinatorial N-grams

    Takuto Sakuma, Shohei Kato

    International Symposium on Artificial Life and Robotics     266 - 271   2015  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Estimation of Personality Impression from Speech Record

    Yicheng Jin, Takuto Sakuma, Shohei Kato

    International Symposium on Affective Science and Engineering 2015     D2-1(6-pages)   2015  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Comparison of Cerebral Blood Flow Activation of Elderlies with Amnestic and Non-amnestic MCI during Verbally-Based Cognitive Test

    Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma

    The 54th Annual Conference of Japan Society for Medical and Biological Engineering     296 - 300   2015

    Research paper (other science council materials etc.)   Multiple Authorship

  • Detection of Mild Alzheimer’s Disease and Mild Cognitive Impairment from Elderly Speech: binary discrimination using logistic regression

    Shohei Kato, Akira Homma, Takuto Sakuma, Munehiro Nakamura

    The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society     5569 - 5572   2015  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Bayesian-Based Detection of Mild Cognitive Impairment and Mild Alzheimer's Disease: discrimination performance using cerebral blood flow activation during daily conversation

    Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma, Keita Watanabe

    The 9th World Conference of Gerontechnology     116 - 117   2014  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

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Presentations

  • Statistical Significance of Discriminative Sub-trajectory

    Duy Nguyen Le Vo, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Yasuo Tabei, Ichiro Takeuchi

    ACML2019 workshop on Machine Learning for Trajectory, Activity, and Behavior  (Nagoya)  2019.11  -  2019.11 

  • Statistically Discriminative Sub-trajectory Mining with Multiple Testing Correction

    Duy Vo Nguyen Le, Takuto Sakuma, Taiju Ishiyama, Hiroki Toda, Kazuya Arai, Masayuki Karasuyama, Yuta Okubo, Masayuki Sunaga, Yasuo Tabei, Ichiro Takeuchi

    27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems  (Chicago, Illinois, USA)  2019.11  -  2019.11 

  • Comparative Sequential Pattern Mining of Human Trajectory Data Collected from a Campus-wide BLE Beacon System

    Shinsuke Kajioka, Takuto Sakuma, Ichiro Takeuchi

    2019 IEEE International Conference on Pervasive Computing and Communications Workshops  (Kyoto)  2019.03  -  2019.03 

  • Finding discriminative animal behaviors from sequential bio-logging trajectory data

    Takuto Sakuma, Kazuya Nishi, Shuhei J. Yamazaki, Koutarou D. Kimura, Sakiko Matsumoto, Ken Yoda, Ichiro Takeuchi

    6th International Conference on Distributed, Ambient, and Pervasive Interactions  (Las vegas)  2018.07  -  2018.07 

  • Comparison of Cerebral Blood Flow Activation of Elderlies with Amnestic and Nonamnestic MCI During Daily Conversation

    Shohei Kato, Hideyoshi Endo, Risako Nagata, Takuto Sakuma, Kiyomi Tomida

    2016 IEEE EMBS International Conference on Biomedical and Health Informatics  (Las Vegas USA)  2016.02  -  2016.02 

  • Detection of Mild Alzheimer’s Disease and Mild Cognitive Impairment from Elderly Speech: binary discrimination using logistic regression

    Shohei Kato, Akira Homma, Takuto Sakuma, Munehiro Nakamura

    The 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society  (Milano, Italy)  2015.08  -  2015.08 

  • Estimation of Personality Impression from Speech Record

    Yicheng Jin, Takuto Sakuma, Shohei Kato

    International Symposium on Affective Science and Engineering 2015  (Tokyo)  2015.03  -  2015.03 

  • A Ball Game Typed Human-Robot Interaction Based on All-Combinatorial N-grams

    Takuto Sakuma, Shohei Kato

    International Symposium on Artificial Life and Robotics  (Beppu)  2015.01  -  2015.01 

  • Early Detection of Mild Cognitive Impairment and Mild Alzheimer's Disease in Elderly Using CBF Activation during Verbally-Based Cognitive Tests

    Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma, Keita Watanabe

    International Joint Conference on Biomedical Engineering Systems and Technologies 2014  (Angers France)  2014.03  -  2014.03 

  • Bayesian-Based Detection of Mild Cognitive Impairment and Mild Alzheimer's Disease: discrimination performance using cerebral blood flow activation during daily conversation

    Shohei Kato, Hidetoshi Endo, Risako Nagata, Takuto Sakuma, Keita Watanabe

    The 9th World Conference of Gerontechnology  (Taipei Taiwan)  2014.01  -  2014.01 

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