| Einoshin Suzuki | Last modified date：2013.5.17 |
Professor /
Intelligent Science Division
Department of Informatics
Faculty of Information Science and Electrical Engineering
Department of Informatics
Faculty of Information Science and Electrical Engineering
Graduate School
Undergraduate School
Homepage
[URL]
Professor Einoshin Suzuki (Data Mining, Machine Learning, Discovery Robot) .
Academic Degree
Doctor of Engineering
Field of Specialization
Data Mining, Machine Learning, Discovery Robot, Knowledge Discovery
Outline Activities
I have been working on research including data mining, machine learning, and discovery robots.
My efficient discovery of exception rules with their corresponding normal rules is recognized as a pioneering piece of work. From 2001 to 2005, I was heading a team in Scientific Research on Priority Area “Data Mining” sponsored by MEXT and contributed to its success in various ways, especially through medical mining research. I was honored the best paper prize of JSAI twice and served to many international conferences including the Workshops Chair of ICDM-2002 and the PC Vice Chair of ICDM-2004.
My efficient discovery of exception rules with their corresponding normal rules is recognized as a pioneering piece of work. From 2001 to 2005, I was heading a team in Scientific Research on Priority Area “Data Mining” sponsored by MEXT and contributed to its success in various ways, especially through medical mining research. I was honored the best paper prize of JSAI twice and served to many international conferences including the Workshops Chair of ICDM-2002 and the PC Vice Chair of ICDM-2004.
Research
Research Interests
Membership in Academic Society
- Long-Term Monitoring by a Consumer Autonomous Mobile Robot
keyword : Representative Example Selection, Autonomous Mobile Robot
2012.04. - Data Stream Management by Autonomous Mobile Robots
keyword : Autonomous Mobile Robot, Data Mining, Database
2011.03. - Knowledge Discovery from a Huge Data Ensemble by Integrating Automatic Data Selection and Pattern Extraction
keyword : Big Data, Data Mining
2013.04. - Multi-task data mining based on dynamic representation bias
keyword : constructive induction, multi-task data mining
2008.04. - Structured data mining system that considers mutual interaction of structured rules
keyword : data mining
2006.04. - Integrating Symbolic Discovery with Numerical Machine Learning for Autonomous Swarm Control
keyword : controlling swarm robots, machine learning, data mining
2008.04～2012.09.
- Grant-in-Aid for Scientific Research (B)
- Data Stream Management by Autonomous Mobile Robots
- Kaken Challenging Exploratory Research
- Grant-in-Aid for Scientific Research (B)
- Integrating Symbolic Discovery with Numerical Machine Learning for Autonomous Swarm Control
- Japanese Society for Artificial Intelligence
- Information Processing Society of Japan
- AAAI
- IEEE
- Worst-case Analysis of Rule Discovery Based on Generality and Accuracy
- Discovery of Exception Rules Based on the Reliability Evaluation
- Exceptional Knowledge Discovery in Databases Based on an Information-theoretic Approach
- Discovery System for Exception Knowledge Based on a Stochastic Confidence Evaluation Method
Educational
Educational Activities
From April 2007, 4 doctor course student, 8 master course students, and 11 bachelor course students received their degrees under my supervision in Kyushu University. Through this activity, until the end of April 2012, I have supervised 19 and 4 oral academic presentations in international and domestic conferences, respectively.
From April 1996 to March 2006, 23 master course students and 54 bachelor course students received their degrees under my supervision in Yokohama National University. In this activity, I have supervised 8 and 40 oral academic presentations in international and domestic conferences, respectively.
Other Educational Activities
From April 1996 to March 2006, 23 master course students and 54 bachelor course students received their degrees under my supervision in Yokohama National University. In this activity, I have supervised 8 and 40 oral academic presentations in international and domestic conferences, respectively.
- 2006.12,Committee Member of Ph.D. thesis examination of Ms Marie Agier, University of Clermont-Ferrand 2, France.
Social
The fact that no permission it reprints contents of this data base is prohibitted.