Sparse Gaussian markov random field mixtures for anomaly detection
- Tsuyoshi Idé
- Ankush Khandelwal
- et al.
- 2016
- ICDM 2016
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.