Sampling Method for Fast Training of Support Vector Data Description. - Arin Chaudhuri; Deovrat Kakde; Maria Jahja; Wei Xiao 001; Hansi Jiang; Seunghyun Kong; Sergiy Peredriy (CoRR, 2016)

Leveraging Unstructured Data to Detect Emerging Reliability Issues. - Deovrat Kakde; Arin Chaudhuri (CoRR, 2016)

A Non-Parametric Control Chart For High Frequency Multivariate Data. - Deovrat Kakde; Sergiy Peredriy; Arin Chaudhuri; Anya McGuirk (CoRR, 2016)

Kernel Bandwidth Selection for SVDD: Peak Criterion Approach for Large Data. - Sergiy Peredriy; Deovrat Kakde; Arin Chaudhuri (CoRR, 2016)

Kernel bandwidth selection for SVDD: The sampling peak criterion method for large data. - Sergiy Peredriy; Deovrat Kakde; Arin Chaudhuri (IEEE BigData, 2017)

The Mean and Median Criteria for Kernel Bandwidth Selection for Support Vector Data Description. - Arin Chaudhuri; Deovrat Kakde; Carol Sadek; Laura Gonzalez; Seunghyun Kong (ICDM Workshops, 2017)

Peak criterion for choosing Gaussian kernel bandwidth in Support Vector Data Description. - Deovrat Kakde; Arin Chaudhuri; Seunghyun Kong; Maria Jahja; Hansi Jiang; Jorge Silva 002 (ICPHM, 2017)

Online Robust Principal Component Analysis with Change Point Detection. - Wei Xiao 001; Xiaolin Huang; Jorge Silva 002; Saba Emrani; Arin Chaudhuri (CoRR, 2017)

The Mean and Median Criterion for Automatic Kernel Bandwidth Selection for Support Vector Data Description. - Arin Chaudhuri; Deovrat Kakde; Carol Sadek; Laura Gonzalez; Seunghyun Kong (CoRR, 2017)

A New Non-parametric Process Capability Index. - Deovrat Kakde; Arin Chaudhuri; Diana Shaw (ICPHM, 2018)

A New SVDD-Based Multivariate Non-parametric Process Capability Index. - Deovrat Kakde; Arin Chaudhuri; Diana Shaw (CoRR, 2018)

The Trace Criterion for Kernel Bandwidth Selection for Support Vector Data Description. - Arin Chaudhuri; Deovrat Kakde; Carol Sadek; Wenhao Hu 001; Hansi Jiang; Seunghyun Kong; Yuewei Liao; Sergiy Peredriy; Haoyu Wang (CoRR, 2018)

Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel. - Hansi Jiang; Haoyu Wang; Wenhao Hu 001; Deovrat Kakde; Arin Chaudhuri (AAAI, 2019)

Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. - Zekun Xu; Deovrat Kakde; Arin Chaudhuri (IEEE BigData, 2019)

A fast algorithm for computing distance correlation. - Arin Chaudhuri; Wenhao Hu 001 (Comput. Stat. Data Anal., 2019)

Online Robust Principal Component Analysis With Change Point Detection. - Wei Xiao 001; Xiaolin Huang; Fan He; Jorge Silva 002; Saba Emrani; Arin Chaudhuri (IEEE Trans. Multim., 2020)

Visualizing the Finer Cluster Structure of Large-Scale and High-Dimensional Data. - Yu Liang; Arin Chaudhuri; Haoyu Wang (KSEM, 2021)

The trace kernel bandwidth criterion for support vector data description. - Arin Chaudhuri; Carol Sadek; Deovrat Kakde; Haoyu Wang; Wenhao Hu 001; Hansi Jiang; Seunghyun Kong; Yuewei Liao; Sergiy Peredriy (Pattern Recognit., 2021)

Automatic Gaussian Bandwidth Selection for Kernel Principal Component Analysis. - Kai Shen; Haoyu Wang; Arin Chaudhuri; Zohreh Asgharzadeh (KSEM (1), 2023)

A Robust Heart Rate Detection Pipeline of Wearable ECG Signals in Motion. - Carol Sadek; Yilu Zhou; Amanda Mills; Bongmook Lee; Veena Misra; Yuwei Liao; Arin Chaudhuri (EMBC, 2024)