Takato Honda, Ph.D.

Takato Honda is a data scientist in Japan. My research focuses on time-series tensor mining for IoT sensor sequences.
Contact me:
takato@melloninc.jp

Conferences (Recently)

Non-Linear Mining of Social Activities in Tensor Streams (KDD'20)
[code] [paper] [slide]

Koki Kawabata, Yasuko Matsubara, Takato Honda, Yasushi Sakurai: ``Non-Linear Mining of Social Activities in Tensor Streams”, In Proceedings of The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’20).

Multi-Aspect Mining of Complex Sensor Sequences (ICDM'19)
[code] [paper] [slide]

Takato Honda, Yasuko Matsubara, Ryo Neyama, Mutsumi Abe, Yasushi Sakurai: ``Multi-Aspect Mining of Complex Sensor Sequences”, IEEE International Conference on Data Mining (ICDM), pp. 299-308, Beijing, China, November 8-11, 2019 (Regular paper) (Acceptance ratio 9.08%).

Awards

• [Aug. 2020]: IPSJ Computer Science Research Award
• [May. 2020]: DEIM 2020 Best Paper Runner-up Award
• [Mar. 2020]: Dean’s Award (Kumamoto University)
• [Mar. 2020]: DEIM 2020 Online Presentation Award
• [Nov. 2019]: IEEE ICDM Student Award
• [Sep. 2019]: WebDB Forum 2019 FUJITSU Award
• [Sep. 2016]: IPSJ TOD Recommended Paper
• [Jun. 2016]: ACM SIGMOD Student Award
• [Nov. 2015]: WebDB Forum 2015 Best Paper Award
• [Nov. 2015]: WebDB Forum 2015 Student Award

Patents

• [Jul. 2022]: 「情報処理装置、情報処理システム、情報処理方法、および、プログラム」, 本田 崇人, 特願2022-100926
• [Aug. 2021]: 「情報処理システム、コンピュータシステム及びプログラム」, 本田 崇人, 特願2021-105946
• [Aug. 2020]: 「時系列テンソルデータのための予測装置、予測方法、及びプログラム」, 川畑 光希, 松原 靖子, 本田 崇人, 櫻井 保志, 特願2020-139168
• [Jan. 2020]:「時系列解析に基づくイベント予測装置、イベント予測方法およびプログラム」, 本田 崇人, 松原 靖子, 川畑 光希, 櫻井 保志, 特願2020-8388

Grants

• [2015-2020]: Tuition Fee Exemption (Full, Kumamoto University)
• [May 2017]: JASSO Repayment Exemption (Full)
• [Apr. 2017]: Grant-in-Aid for JSPS Fellows (DC1)
• [Jun. 2016]: JGC-S Grants
• [Apr. 2016]: NAKATO Grants
  Thank you for your numerous support of me.

Skills

• Python, C, C++,

Experiences

• [2022 - ]: Co-founder CTO at Mellon Inc.
• [2021-2022]: Data scientist at JDSC Co., Ltd.
• [2020-2021]: Specially appointed assistant professor at Osaka University
• [2017-2020]: JSPS research fellow, DC1 (SV: Yasushi Sakurai)

Education

• [2017-2020]: Ph.D.
  Graduate School of Science and Technology,
  Computer Science and Electrical Engineering,
  Kumamoto University
  (Dean’s Award)
• [2017-2020]: Special Research Student
  The Institute of Scientific and Industrial Research,
  Osaka University
• [2015-2017]: M.Sc.
  Graduate School of Science and Technology,
  Computer Science and Electrical Engineering,
  Kumamoto University
  (JASSO Repayment Exemption (Full))
• [2011-2015]: B.Sc.
  Department of Computer Science and Electrical Engineering,
  Kumamoto University