Yoshitaka Yamamoto, Ph.D.

Associate Professor, Department of Informatics, Shizuoka University, Japan

• Researcher DataBase
• DBLP
  

Softwares

1. CF-induction (ver. 0.45)
   A sound and complete ILP (inductive logic programming) method
   • Final modification: 2012/12/1
   • GitHub
   • Description
   • References:
     1. K. Inoue: Induction as Consequence Finding, J. of Machine Learning (2004)
     2. Y. Yamamoto, K. Inoue and K. Iwanuma: Inverse subsumption for complete explanatory induction (2012)
2. PARASOL (ver. 1.00)
   An online algorithm for finding a condensed representation of the
   frequent itemsets in transactional data streams
   • Final modification: 2018/7/8
   • GitHub
   • Description
   • References:
     1. Y. Yamamoto, Y. Tabei, K. Iwanuma:
        Approximate-Closed-Itemset Mining for Streaming Data Under Resource Constraint, https://arxiv.org/abs/1901.01710 (2019)
3. FIELDS (ver. 1.00)
   Feedback Integrated Expert Level Description System
   
   • Final modification: 2025/12/1
   • GitHub
   • Description
   • References:
     1. Nakamura, K., Ueyama, T., Nishimura, M., Nakano, T., Aoki, T., and Yamamoto, Y.:
        Cross-silo human training in operational assembly: Integrating machine feedback for enhanced efficiency, Computers & Industrial Engineering, Vol. 213, pp. 1-14 (2025)

Funding

• 2013 - 2015: JSPS Grant-in-Aid for Young Scientists (B), ``Hypothesis-Finding based on Inverse Subsumption and its Applications to Systems Biology'' (Representative)
• 2014 - 2015: Strategic Collaborative Research Project with National Institute of Informatics (NII, Japan), ``Analyzing GPCRs with Inference in Molecular Networks'' (Representative)
• 2013 - 2015: JSPS Grant-in-Aid for Scientific Research (C), ``Efficient Mining Negative Association Rules'' (Koji Iwanuma, Yoshitaka Yamamoto)
• 2014 - 2018: JST PRESTO Research, ``Resource-oriented Approach for Extracting Deep Knowledge from Big Data Streams'' (In Advanced Core Techniques for Big Data Integration, supervised by Pr. Masaru Kitsuregawa, Director General, National Institute of Informatics)
• 2017 - 2019: JSPS Grant-in-Aid for Scientific Research (C), ``Towards A Scalable Online Approximation and Compression for Streaming Big Data'' (Yoshitaka Yamamoto)
• 2020 - 2022: JSPS Grant-in-Aid for Scientific Research (C), ``Sublinear summarization for Streaming Big Data'' (Yoshitaka Yamamoto)
• 2024 - 2027: JSPS Grant-in-Aid for Scientific Research (C), ``Research on Memory-efficient Support Summaries For Streaming Massive Data'' (Yoshitaka Yamamoto)

Awards

• Scholarship (Japan Student Services Organization) to PhD study
• Best Student Paper Award in the 20th International Conference on Inductive Logic Programming (ILP 2010)
• Incentive Award in the Yamanashi Academy of Sciences (May, 2017)
• The 14th DBSJ Kambayashi Young Research Award (March, 2018)
• The 21st International Conference on Advanced Data Mining and Applications 2025 (ADMA'25) the Best Paper - Running-up Award (October, 2025)

Education

• 1999 - 2003: Faculty of Engineering, Kobe University Awarded the degree of BSc in Engineering.
• 2003 - 2005: Electrical and Electronic Engineering, Awarded the degree of MSc in Engineering for a Graduate School of Engineering, Kobe University, by thesis entitled ``On a generalization procedure in CF-induction and its implementation’’. Work supervised by Professor Katsumi Inoue.
• 2006 - 2010: Ph. D. Program in Informatics, The Graduate University for Advanced Studies (SOKENDAI). Work supervised by Professor Katsumi Inoue.

Dissertation and achievment

• Research on Logic and Computation in Hypothesis Finding
• Recent papers

Research and professional experience

• 2005 - 2006: Department of Quality Management, Keyence Corporation
• 2006 - 2009: Research Assistant at National Institute of Informatics
• 2009 - 2019: Assistant Professor at Department of Computer Science, University of Yamanashi (in Pr. Koji Iwanuma's Lab)
• 2014 - 2018: JST PRESTO Researcher
• 2017 - present: Riken AIP Center Visiting Researcher
• 2019 - present: Associate Professor at Department of Informatics, Shizuoka University
• 2025 - present: Research Institute of Green Science and Technology-Green AI Research Core
• 2025 - present: Chief of Laboraty for Sensor Information Processing

Academic society

• The Japanese Society of Artificial Intelligence
• Information Processing Society of Japan
• The Institute of Electronics, Information and Communication Engineers (IEICE)
• The DataBase Society of Japan (DBSJ)
• EDBT2015 Program Committee Member
• EDBT2016 Program Committee Member