Predicting battery life from usage trajectory patterns
- Toshihiro Takahashi
- Tsuyoshi Ide
- 2012
- ICPR 2012
Bio
I am passionate about modeling real-world business problems using advanced machine learning methods. I have a strong track record in successfully leading numerous customer engagements to deliver first-of-a-kind AI solutions across many different industries. Most papers detailing these solutions have been published in top AI/data mining conferences. In particular, I am recognized as an expert in industrial anomaly detection and diagnosis, as evidenced by two textbooks I authored on that topic. Here is one recent lecture note on anomaly detection.
- Publication list (most of the papers are available in pdf)
- Projects
- DBLP
Publications
X10-based massive parallel large-scale traffic flow simulation
- Toyotaro Suzumura
- Sei Kato
- et al.
- 2012
- X10 2012
Modeling patent quality: A system for large-scale patentability analysis using text mining
- Shohei Hido
- Shoko Suzuki
- et al.
- 2012
- Journal of Information Processing
Nonlinear optimization to generate non-overlapping random dot patterns
- Takashi Imamichi
- Hidetoshi Numata
- et al.
- 2011
- WSC 2011
Trajectory Regression on Road Networks
- Tsuyoshi Idé
- Masashi Sugiyama
- 2011
- AAAI 2011
Trajectory regression for travel-time prediction
- Tsuyoshi Idé
- Sei Kato
- 2010
- Transactions of the Japanese Society for Artificial Intelligence
Travel-time prediction using gaussian process regression: A trajectory-based approach
- Tsuyoshi Idé
- Sei Kato
- 2009
- SDM 2009
Proximity-based anomaly detection using sparse structure learning
- 2009
- SDM 2009
Semi-supervised local Fisher discriminant analysis for dimensionality reduction
- Masashi Sugiyama
- Tsuyoshi Idé
- et al.
- 2009
- Machine Learning
Recent advances and trends in large-scale kernel methods
- Hisashi Kashima
- Tsuyoshi Id́e
- et al.
- 2009
- IEICE Transactions on Information and Systems
Patents
- JP
- 7560222
- US
- 11487650
- US
- 11216743
- US
- 10754310
- US
- 10733813
- US
- 10612999
- US
- 10378997
- US
- 10133703
- DE
- 112010004005
- US
- 9824069
Projects
Top collaborators
AL
Aurelie Lozano
Senior Research Scientist
AD
Amit Dhurandhar
Principal Research Staff Member
MS
Moninder Singh
Research Staff Member