Deovrat Kakde

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 17

Top Topics

Anomaly Detection

Support Vector Data Description

Gaussian Kernel

Top Venues

Pattern Recognit.

Publications

Arin Chaudhuri, Carol Sadek, Deovrat Kakde, Haoyu Wang, Wenhao Hu, Hansi Jiang, Seunghyun Kong, Yuewei Liao, Sergiy Peredriy
The trace kernel bandwidth criterion for support vector data description. Pattern Recognit. 111 (2021)
Zekun Xu, Deovrat Kakde, Arin Chaudhuri
Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. CoRR (2019)
Hansi Jiang, Haoyu Wang, Wenhao Hu, Deovrat Kakde, Arin Chaudhuri
Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel. AAAI (2019)
Zekun Xu, Deovrat Kakde, Arin Chaudhuri
Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. IEEE BigData (2019)
Deovrat Kakde, Arin Chaudhuri, Diana Shaw
A New Non-parametric Process Capability Index. ICPHM (2018)
Deovrat Kakde, Arin Chaudhuri, Diana Shaw
A New SVDD-Based Multivariate Non-parametric Process Capability Index. CoRR (2018)
Arin Chaudhuri, Deovrat Kakde, Carol Sadek, Wenhao Hu, Hansi Jiang, Seunghyun Kong, Yuewei Liao, Sergiy Peredriy, Haoyu Wang
The Trace Criterion for Kernel Bandwidth Selection for Support Vector Data Description. CoRR (2018)
Deovrat Kakde, Arin Chaudhuri, Seunghyun Kong, Maria Jahja, Hansi Jiang, Jorge Silva
Peak criterion for choosing Gaussian kernel bandwidth in Support Vector Data Description. ICPHM (2017)
Sergiy Peredriy, Deovrat Kakde, Arin Chaudhuri
Kernel bandwidth selection for SVDD: The sampling peak criterion method for large data. IEEE BigData (2017)
Arin Chaudhuri, Deovrat Kakde, Carol Sadek, Laura Gonzalez, Seunghyun Kong
The Mean and Median Criteria for Kernel Bandwidth Selection for Support Vector Data Description. ICDM Workshops (2017)
Hansi Jiang, Haoyu Wang, Wenhao Hu, Deovrat Kakde, Arin Chaudhuri
Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel. CoRR (2017)
Arin Chaudhuri, Deovrat Kakde, Carol Sadek, Laura Gonzalez, Seunghyun Kong
The Mean and Median Criterion for Automatic Kernel Bandwidth Selection for Support Vector Data Description. CoRR (2017)
Arin Chaudhuri, Deovrat Kakde, Maria Jahja, Wei Xiao, Hansi Jiang, Seunghyun Kong, Sergiy Peredriy
Sampling Method for Fast Training of Support Vector Data Description. CoRR (2016)
Sergiy Peredriy, Deovrat Kakde, Arin Chaudhuri
Kernel Bandwidth Selection for SVDD: Peak Criterion Approach for Large Data. CoRR (2016)
Deovrat Kakde, Sergiy Peredriy, Arin Chaudhuri, Anya McGuirk
A Non-Parametric Control Chart For High Frequency Multivariate Data. CoRR (2016)
Deovrat Kakde, Arin Chaudhuri, Seunghyun Kong, Maria Jahja, Hansi Jiang, Jorge Silva
Peak Criterion for Choosing Gaussian Kernel Bandwidth in Support Vector Data Description. CoRR (2016)
Deovrat Kakde, Arin Chaudhuri
Leveraging Unstructured Data to Detect Emerging Reliability Issues. CoRR (2016)