Alexander G. Tartakovsky

Multihypothesis sequential probability ratio tests .I. Asymptotic optimality

V.P. Draglia, Alexander G. Tartakovsky, Venugopal V. Veeravalli · IEEE Transactions on Information Theory · 1999 · 299 citations

Bayesian Statistic, Asymptotic Optimality, Engineering +11

A novel approach to detection of intrusions in computer networks via adaptive sequential and batch-sequential change-point detection methods

Alexander G. Tartakovsky, B. L. Rozovskiĭ, Rudolf B. Blažek et al. · IEEE Transactions on Signal Processing · 2006 · 293 citations

Anomaly Detection, Engineering, Information Security +20

General Asymptotic Bayesian Theory of Quickest Change Detection

Alexander G. Tartakovsky, Venugopal V. Veeravalli · Theory of Probability and Its Applications · 2005 · 226 citations

Bayesian Statistics, Change Detection Procedures, Engineering +13

Detection of intrusions in information systems by sequential change-point methods

Alexander G. Tartakovsky, B. L. Rozovskiĭ, Rudolf B. Blažek et al. · Statistical Methodology · 2005 · 185 citations

Anomaly Detection, Engineering, Data Science +13

Efficient Computer Network Anomaly Detection by Changepoint Detection Methods

Alexander G. Tartakovsky, Aleksey S. Polunchenko, Grigory Sokolov · IEEE Journal of Selected Topics in Signal Processing · 2012 · 151 citations · Full text

Anomaly Detection, Engineering, Shift Detection +16