Estimating location using Wi-Fi
- Qiang Yang
- Sinno Jialin Pan
- et al.
- 2008
- IEEE Intelligent Systems
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
Computing correlation anomaly scores using stochastic nearest neighbors
- Tsuyoshi Idé
- Spiros Papadimitriou
- et al.
- 2007
- ICDM 2007
Change-point detection using krylov subspace learning
- Tsuyoshi Idé
- Koji Tsuda
- 2007
- SDM 2007
Network-based problem detection for distributed systems
- Hisashi Kashima
- Tadashi Tsumura
- et al.
- 2005
- ICDE 2005
Pairwise symmetry decomposition method for generalized covariance analysis
- 2005
- ICDM 2005
Knowledge discovery from heterogeneous dynamic systems using change-point correlations
- Tsuyoshi Idé
- Keisuke Inoue
- 2005
- SDM 2005
Eigenspace-based anomaly detection in computer systems
- Tsuyoshi Idé
- Hisashi Kashima
- 2004
- KDD 2004
A novel dot-pattern generation to improve luminance uniformity of LCD backlight
- Tsuyoshi Idé
- Hidetoshi Numata
- et al.
- 2003
- Journal of the Society for Information Display
Dot pattern generation technique using molecular dynamics
- T. Idé
- H. Mizuta
- et al.
- 2003
- Journal of the Optical Society of America A: Optics and Image Science, and Vision
Nonlocal screening effect in Cu 4pσ-1s resonant X-ray emission spectra in Nd2CuO4
- Tsuyoshi Idé
- Akio Kotani
- 2000
- Journal of the Physical Society of Japan
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