Publications

Books / Journal Publicaitons / Conference Publications

[C52] A.G. Tartakovsky, A.S. Polunchenko and G.V. Moustakides, "Design and Comparison of Shiryaev-Roberts and CUSUM-Type Change-Point Detection Procedures".Proceedings of The Second International Workshop on Sequential Methodologies (IWSM09),  University of Technology of Troyes (UTT), Troyes, France, 15-17 June 2009. (Invited.)
[C51] M. Pollak and A.G. Tartakovsky, "Exact Optimality of the Shiryaev-Roberts Procedure for Detecting Changes in Distributions". Proceedings of the International Symposium on Information Theory and its Applications (ISITA2008), Auckland, New Zealand, 7-10 December, 2008, pp. 287-292. CD-Rom, IEEE Catalog Number: CFP0805E-CDR; ISBN: 978-1-4244-2069-8. (Invited.)
[C50] A.G. Tartakovsky and A.S. Polunchenko, "Quickest Changepoint Detection in Distributed Multisensor Systems under Unknown Parameters". Proceedings of the 11th International Conference on Information Fusion,   Hyatt Regency Hotel, Cologne, Germany, 30 June - 3 July 2008. (Invited.)
[C49] A.G. Tartakovsky, M. Pollak, and A.S. Polunchenko, "Asymptotic Exponentiality of First Exit Times for Recurrent Markov Processes and Applications to Changepoint Detection". Proceedings of the 2008 International Workshop on Applied Probability, Compi`egne, France, 7-10 July 2008. (Invited.)
[C48] A.G. Tartakovsky and A.S. Polunchenko, "Decentralized Quickest Change Detection in Distributed Sensor Systems with Applications to Information Assurance and Counter Terrorism". Proceedings of the 13th Annual Army Conference on Applied Statistics, Rice University, Houston, TX, 17-19 October 2007. (Invited.)
[C47] A.G. Tartakovsky, "Quickest Change-Point Detection: Previous Achievements and Open Problems".The First International Workshop on Sequential Methodologies,  Auburn, AL, 22-25 July 2007. (Invited.)
[C46] V.V. Veeravalli and A.G. Tartakovsky, "Quickest Change Detection in Sensor Networks". The First International Workshop on Sequential Methodologies, Auburn, AL, 22-25 July 2007. (Invited.)
[C45] A.G. Tartakovsky, "Asymptotic Optimality in Sequential Hypothesis Testing and Quickest Change-Point Detection for General Continuous-Time Stochastic Processes". Workshop on Inverse Problems in Stochastic Differential Equations,  University of Southern California, Los Angeles, CA, 22-26 May 2007. (Invited.)
[C44] A.G. Tartakovsky, "An Asymptotically Optimal Change Detection Strategy Under Nontraditional Global False Alarm Probability Constraint".
The 2007 Taipei International Statistical Symposium and ICSA International Conference (Session: Change-Point Analysis and Applications),  Taipei, Taiwan, 24-28 June 2007. (Invited.)
[C43] A. Tartakovsky and H. Kim, "Performance of Certain Decentralized Distributed Change Detection Procedures." Proc. 9th International Conference on Information Fusion. Florence, Italy: CD ISBN 0-9721844-6-5, IEEE Catalog No. 06EX1311C, 10-13 July 2006.
[C42] A. Tartakovsky, B. Rozovskii, and K. Shah, "A Nonparametric Multichart CUSUM Test for Rapid Intrusion Detection." JSM Proceedings (CD Rom). Minneapolis, MN, 7-11 August, 2005.
[C41] A. Tartakovsky, L .Volfson, and J. Brown, "Adaptive Spatial-Temporal Filters for Clutter Removal and Scene Stabilization." Proceedings of the 2005 Meeting of the Military Sensing Symposia (MSS), Specialty Group on Missile Defense Sensors, Enivronments, and Algorithms (MD-SEA). Monterey, CA, 25-27 October 2005.
[C40] A. Tartakovsky, "Asymptotic Performance of a Multichart CUSUM Test Under False Alarm Probability Constraint." Proceedings of the 44th IEEE Conference on Decision and Control and the European Control Conference. Seville, Spain: Omnipress CD-ROM, ISBN 0-7803-9568-9, December 12-15, 2005, pp. 320–325.
[C39] A. Tartakovsky and M. Baron, "Asymptotic Bayesian Change-Point Detection Theory for General Continuous Time Stochastic Processes." Proceedings of the 6th World Congress of the Bernoulli Society for Mathematical. Barcelona, Spain, 26-30 July 2004.
[C38] R.B. Blazek, H. Kim, B. Rozovskii, and A. Tartakovsky, "The Quickest Sequential Detection of Intrusions in Computer Networks." Interface 2003. Salt Lake City, Utah, March 12-15, 2003.
[C37] A. Tartakovsky and V. Veeravalli, "Quickest Change Detection in Distributed Sensor Systems." Proceedings of the 6th International Conference on Information Fusion, Cairns, Australia, MD,, 8-10 July 2003,. 756–763.
[C36] V.V. Veeravalli and A.G. Tartakovsky, ``Asymptotics of quickest change detection procedures under a Bayesian criterion."
Proceedings of the 2002 IEEE Information Theory Workshop,  Bangalore, India, 20-25 Oct. 2002, pp. 100-103.
[C35] A. Tartakovsky and V. Veeravalli, "An Efficient Sequential Procedure for Detecting Changes in Multichannel and Distributed Systems." Proceedings of the 5th International Conference on Information Fusion. Annapolis, MD: Omnipress, USA , 8-11 July 2002, vol. 1, pp. 41–48 .
[C34] A.G. Tartakovsky, "An Efficient Adaptive Sequential Procedure for Detecting Targets." Proceedings of the IEEE Aerospace. Big Sky, Montana, 9-16 March 2002.
[C33] A.G. Tartakovsky, "Adaptive Sequential Tests for Composite Hypotheses." Proceedings of the 8th International Vilnius Conference on Probability Theory and Mathematical Statistics. Vilnius, Lithuania, June 2002.
[C32] A. Tartakovsky and V. Veeravalli, "Asymptotic Analysis of Bayesian Quickest Change Detection Procedures." Proceedings of the IEEE International Symposium on Information Theory (ISIT). Lausanne, Switzerland, 30 June–5 July, 2002.
[C31] A. Tartakovsky, "Sequential Detection of Targets in Distributed Systems." SPIE Conference: Signal Processing, Sensor Fusion, and Target Recognition,  Orlando, FL, 16-18 April 2001.
[C30] A. Tartakovsky, "Quickest Detection of Targets in Multiple-Resolution-Element Systems: Sequential Detection Versus Non-Sequential Detection." Proceedings of the Workshop on Estimation, Tracking, and Fusion: A Tribute to Yaakov Bar-Shalom. Monterey, CA, 17 May, 2001, pp. 326-350.
[C29] A. Tartakovsky, B. Rozovskii, and R. Blazek. "Challenges in Spatial-Temporal Method for Electronic Scene Stabilization and Clutter Removal, and Nonlinear Filtering for Track Before Detect." 4th ONR/GTRI Workshop on Target Tracking and Sensor Fusion. Monterey, May 15-16, 2001.
[C28] R. Blazek, H. Kim, B. Rozovskii, and A. Tartakovsky, "A Novel Approach to Detection of “Denial-of-Service” Attacks Via Adaptive Sequential and Batch-Sequential Change-Point Detection Methods," IEEE Systems, Man, and Cybernetics Information Assurance Workshop. West Point, NY, 5-6 June 2001.
[C27] A. Tartakovsky, X.R. Li, and G. Yaralov, "Invariant Sequential Detection and Recognition of Targets in Distributed Systems." Proceedings of the 4th International Conference on Information Fusion. Montreal, Canada, 7-10 August 2001, Volume II, pp. WeA3-11–WeA3-18.
[C26] A. Tartakovsky and R. Blazek, "Effective Adaptive Spatial-Temporal Technique for Clutter Rejection in IRST." SPIE Proceedings: Signal and Data Processing of Small Targets. Orlando, FL, 24-27 April 2000, vol. 4048, pp. 85-95.
[C25] A. Tartakovsky, "Asymptotic Optimality of Certain Change-Point Detection Procedures: Non-iid Case." The 5th World Congress of the Bernoulli Society for Mathematical Statistics and Probability and 63rd Annual IMS Meeting. Guanajuato, Mexico, 15-20 May 2000, p. 124.
[C24] A. Tartakovsky, R. Blazek, A. Petrov, and B. Rozovskii, "Adaptive Spatial-Temporal Method for Clutter Rejection and Switching Multiple Model Based Target Tracking Algorithms." 3rd ONR/GTRI Workshop on Target Tracking and Sensor Fusion. Atlanta, 17-18 May, 2000.
[C23] A. Tartakovsky and X. R. Li, "Sequential Testing of Multiple Hypotheses in Distributed Systems." Proceedings of the 3rd International Conference on Information Fusion (Fusion2000). Paris, France, 10-13 July, 2000, vol. 2.
[C22] A. Tartakovsky, "An Optimal Solution to a Multi-Population Quickest Detection Problem." The 6th ASA/IMS Spring Research Conference on Statistics in Industry and Technology. Minneapolis, Minnesota: IMS Bulletin, 2-4 June, 1999, vol. 28, No. 2, p. 110.
[C21] B. Rozovskii, A. Tartakovsky , and G. Yaralov, "An Adaptive Bayesian Approach to Fusion of Imaging and Kinematic Data." Proceedings of the 2nd International Conference on Information Fusion (Fusion’99). Sunnyvale, CA, 6-8 July, 1999, pp. 1029-1036.
[C20] A. Tartakovsky, S. Kligys, and A. Petrov, "Adaptive Sequential Algorithms for Detecting Targets in Heavy IR Clutter." SPIE Proceedings: Signal and Data Processing of Small Targets. Denver, 18-23 July, 1999, vol. 3809, pp. 119-130.
[C19] A. Tartakovsky, "Asymptotic Properties of M-SPRT and Adaptive Sequential Test in Multihypothesis Problems with an Indifference Zone." Joint Statistical Meetings. Dallas, Texas: IMS Bulletin, 1998, vol. 27, No. 3, p. 167.
[C18] A. Tartakovsky, "Multihypothesis Invariant Sequential Tests with Applications to the Quickest Detection of Signals in Multiple-Resolution Element Systems." Proceedings of the 1998 Conference on Information Sciences and Systems. Princeton University, Princeton, NJ.,  March 1998, vol. 2, pp. 906-911.
[C17] A. Tartakovsky, "Multihypothesis Sequential Tests with Application to Target Identification in Multi-Resolution Systems: Asymptotic Optimality." IMS/SPES Spring Research Conference. Santa Fe, New Mexico: IMS Bulletin, 1998, vol. 27, No. 2, pp. 92-93.
[C16] V. Dragalin,  A. Tartakovsky, and V. Veeravalli, "Asymptotic Analysis of Multihypothesis Sequential Probability Ratio Tests." Proceedings of the IEEE International Symposium on Information Theory (ISIT). Boston, MA, August 1998.
[C15] A. Tartakovsky and S. Blackman, "Asymptotically Optimal Sequential Tests and Application to Target Detection and Discrimination." Conference on Complexity in Information Systems. Princeton University, Princeton, NJ, 1996.
[C14] A. Tartakovsky, "Minimax Regret Approach to Overcoming Prior Uncertainty." International Workshop on Model Uncertainty and Model Robustness. Bath, UK, 1995.
[C13] A. Tartakovsky, "Minimax Regret Tests and Application to Classification." IMS/WNAR Western Regional Meeting. Stanford, CA: IMS Bulletin, 1995, vol. 24, No. 2.
[C12] A. Tartakovsky, "Asymptotic Optimality of Sequential Tests for Nonhomogeneous Processes." The 3rd Word Congress of the Bernoulli Society for Mathematical Statistics and Probability. Chapel Hill, NC: IMS Bulletin, vol. 23, No. 2, 1994.
[C11] A. Tartakovsky,  "Sequential Change-Point Detection: Homogeneous and Nonhomogeneous Cases." Western Regional IMS/WNAR Meeting. Los Angeles, CA: IMS Bulletin, 1994, vol. 23, No. 3.
[C10] A. Tartakovsky, "Sequential Detection of a Change in Control Systems." Directions in Sequential Analysis Workshop. Chapel Hill, NC: IMS Bulletin, vol. 23, No. 4, 1994.
[C9] A.G. Tartakovsky, "Nearly Optimal Sequential Rules for Detecting Changes in Distributions with Multiple Alternatives." Proceedings of the USSR-Japan Workshop on Probability Theory and Mathematical Statistics. Kiev, August 1992.
[C8] A.G. Tartakovsky, "Asymptotically Minimax Sequential Procedure for Detection of a Disorder." Proceedings of the IEEE International Symposium on Information Theory (ISIT). Budapest, Hungary, 1991.
[C7] A.G. Tartakovsky, "On Asymptotically Optimal Sequential Hypothesis Testing for Non-Homogeneous Processes in Asymmetric Situation." Proceedings of the 9th All-Union Conference on Coding Theory and Information Transmission. Odessa, USSR, 1989. Part 2, pp. 212-215.
[C6] A.G. Tartakovsky, "Stochastic Differential Equations for the Likelihood Ratio and Related Optimal Bayesian Test for Detecting a Deterministic Signal with Unknown Length in White Gaussian Noise." The Workshop on Probability Theory. Bakuriani, USSR, 1988.
[C5] A.G. Tartakovsky, "Optimal Procedures for Detecting Signals with Unknown Length." The 9th Symposium on Redundancy Problem in Information Systems. Leningrad, USSR, 1986, pp. 104-107.
[C4] A. Tartakovsky, "Analysis of Sequential Procedures of Signal Discrimination in the Presence of Correlated Clutter." 9th Workshop on Information Theory of the Popov Scientific Society: Statistical Methods of Signal Processing and Their Practical Applications. Khar’kov, USSR, 1985, pp. 31-32.
[C3] A. G. Tartakovsky, "New Results in the Theory of Sequential Estimation of Stochastic Processes and Parameters." The 8th All-Union Conference on Coding Theory and Information Transmission. Kuibyshev, USSR, 1981, Part 4, vol. 1, pp. 128-134.
[C2] A.G. Tartakovsky, "Adaptive Algorithms of Hypothesis Testing and Parameter Estimation." Proceedings of the Moscow Institute of Physics and Technology. Moscow, USSR, 1979, pp. 29-34.
[C1] A.G. Tartakovsky, "Multistage Sequential Hypothesis Testing and Parameter Estimation Under Prior Uncertainty." Proceedings of the 5th International Symposium on Information Theory (ISIT). Tbilisi, USSR, 1979,  pp. 152-156.

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