Faculty | Staff | Students

Krishna Pattipati Professor On faculty since 1986 University of Connecticut Electrical & Computer Engineering 371 Fairfield Way, Unit 2157 Storrs, CT 06269-2157 USA Office: ITE Building 350 Phone: (860) 486-2890 Fax: (860) 486-5585 E-Mail: krishna@engr.uconn.edu Research Lab: Cyberlab

Education:
B.Tech., Electrical Engineering, Indian Institute of Technology, 1975
M.S., Electrical Engineering, Control and Communication Systems, University of Connecticut, 1977
Ph.D., Electrical Engineering, Control and Communication Systems, University of Connecticut, 1980

Expertise:

My current research interests are as follows:

• development of models and methods for synthesizing adaptive organizations and for planning in dynamic and uncertain environments;
  
• computationally efficient techniques for inference in probabilistic graphical models that evolve with time;
  
• fast near-optimal algorithms for multi-user detection in wireless communications;
  
• model-based and data-driven techniques for diagnosis and prognosis in complex systems;
  
• integration of heuristic search, information theory and stochastic control to solve problems arising in sequential fault diagnosis and testability analysis of electronic systems and electro-mechanical systems arising in aerospace applications;
  
• development of discrete-optimization and statistical estimation techniques to associate data from multiple sensors and to track multiple objects;
  
• distributed coordinated scheduling of task graphs;
  
• development of models of distributed information processing in human teams and distributed detection;
  
• multi-objective optimization techniques for engineering applications.

Other Expertise:

• Consultant, Alphatech, Inc., 1986-1992;
• Consultant, IBM Research Center, 1989-1991;
• Consultant, Qualtech Systems, Inc., 1993-present;
• Editor-in-Chief, IEEE Transactions on Systems, Man and Cybernetics (SMC): Part B - Cybernetics, 1998-2001;
• Associate Editor, IEEE Transactions on SMC, 1991-1997;
• Vice-President for Conferences and Meetings of IEEE SMC Society, 2000-2001;
• Vice-President for Technical Activities of IEEE SMC Society, 1998-1999;
• Centennial key to the future, IEEE, 1984;
• Best Technical Paper, IEEE Automatic Testing Conference, 1985, 1990, 1994, 2002, 2004, 2005;
• Best Technical Paper, Command and Control Symposium, 1997, 2004;
• Andrew P. Sage Award for best paper of 1999 in IEEE Transactions on SMC, October 2000;
• NASA Space Act Award for "A Comprehensive Toolset for Model-based Health Monitoring and Diagnosis," April 2002;
• Co-recipient of Barry Carlton Award for the Best AES Transactions Paper of 2000, August 2002;
• UConn AAUP Research Excellence Award, April 2003;
• UConn School of Engineering Outstanding Teaching Award, 2005.

Memberships:

Fellow, Institute of Electrical and Electronics Engineers (IEEE)
Member, Connecticut Academy of Science and Engineering

Honors and Awards
Recent Publications
Recent Conference Publications
Active Research Projects
Professional Activities

Honors and Awards:


• Elected to Connecticut Academy of Science and Engineering, 2006.
  
• UConn School of Engineering Outstanding Teaching Award, April 2005
  
• UConn AAUP Research Excellence Award, 2003.
  
• NASA Space Act Award for "A Comprehensive Toolset for Model-based Health Monitoring and Diagnosis," 2002.
  
• Co-recipient of Barry Carlton Award for the Best AES Transactions Paper of 2000, August 2002.
  
• A.P. Sage Award for Best SMC Transactions Paper in Parts A, B and C of 1999, October 2000.
  
• Elected Fellow of IEEE for contributions to Discrete Optimization Techniques for Large-Scale Systems and Team Decision-making (1995).
  
• The Walter E. Peterson Awards for Best New Technology Paper at IEEE AUTOTEST conferences (September 2005, September 2004, October 2002, September 1994, September 1990, October 1985).
  
• Best Technical Paper Awards, Command and Control Research Symposium (June 2004, June 1997).
  
• Outstanding Young Engineer of the IEEE Systems, Man, and Cybernetics Society. Received the Centennial Key to the Future Award (1984).
  
• Outstanding Electrical Engineer, Indian Institute of Technology, Kharagpur, India (1975).



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Recent Publications:


Recent Book Chapters:

G. Levchuk, C. Meirina, S. Singh, K.R. Pattipati, P.K. Willett and K. Chopra " On Discovering Command Organizations from Incomplete and Noisy Event Data, " in A. Kott (ed.) Information Warfare and Organizational Performance, Artech House, Inc., Norwood, MA, to appear in 2006.

G. Levchuk, Y. Levchuk, C. Meirina, S. Ruan, K.R. Pattipati and D.L. Kleinman, " Normative Design and Analysis of Adaptive Organizations: Optimizing Structure and Simulating Behavior, " in A. Kott (ed.) Information Warfare and Organizational Performance, Artech House, Inc., Norwood, MA, to appear in 2006.

Y. Levchuk, G. Levchuk, C. Meirina, S. Ruan, K.R. Pattipati and D.L. Kleinman, " Design of Attack-resistant Organizations, " in A. Kott (ed.) Information Warfare and Organizational Performance, Artech House, Inc., Norwood, MA, to appear in 2006.

R. A. Ammar, S.A. Demurjian, Sr., I.R. Greenshields, K.R. Pattipati and S. Rajasekaran, " Analysis of Heterogeneous Data in Ultrahigh Dimensions, " in R. Popp and J. Yen (eds.) Emergent Information Technologies and Enabling Policies for Counter Terrorism, Wiley-IEEE Press, May 2006, pp. 105-124.

J. B. Sharkey, D. Weishar, J. Lockwood, R. Loui, R. Rohwer and J. Byrnes, K. R. Pattipati, S. Eick, and D. Cousins " Signal Processing and Information Management Technologies for Counter-Terrorism, " in R. Popp and J. Yen (eds.) Emergent Information Technologies and Enabling Policies for Counter Terrorism, Wiley-IEEE Press, May 2006, pp. 75-104.

K. R. Pattipati, P.K. Willett, J. Allanach, H. Tu and S. Singh, " Hidden Markov Models and Bayesian Networks for Counter-terrorism, " in R. Popp and J. Yen (eds.) Emergent Information Technologies and Enabling Policies for Counter Terrorism, Wiley-IEEE Press, May 2006, pp. 27-50.

G. Levchuk, D. Serfaty and K.R. Pattipati, " Normative Design of Project-Based Adaptive Organizations, " Chapter 8 in S. Burke, L. G. Pierce and E. Salas (Eds.), Advances in Human Performance and Cognitive Engineering Research, Volume 6, Understanding Adaptability: A Prerequisite for Effective Performance within Complex Environments, Elsevier, 2005, pp. 249-287.

K.R. Pattipati, C. Meiriena, A. Pete, G. Levchuk and D.L. Kleinman, " Decision Networks and Command Organizations, " in A.P. Sage (Ed.) in A.P. Sage (Ed.) in A.P. Sage (Ed.) Systems Engineering and Management for Sustainable Development, Encyclopedia of Life Support Systems, 2002.

K.R. Pattipati, R. Mallubhatla, N. Viswanadham and V. Gopalakrishna, " Markov-Reward Models and Hyperbolic Systems, " Chapter 5 in (Eds. B.R. Haverkort, R. Marie, G. Rubino and K.S. Trivedi) Performability Modeling: Techniques and Tools, John Wiley, 2001, pp. 83-106.

T. Kirubarajan, Y. BarŽShalom, K.R. Pattipati and I. Kadar, " LargeŽScale Ground Target Tracking with Single and Multiple MTI Sensors " , Chapter 6 in Y. BarŽShalom and W. Dale Blair (editors), Multitarget-Multisensor Tracking: Applications and Advances, vol. III, Artech House, 2000, pp. 259-319.

T. Kirubarajan, Y. BarŽShalom and K.R. Pattipati, " Multiassignment for Tracking a Large Number of Overlapping Objects " , Chapter 4 in Y. BarŽShalom and W. Dale Blair (editors), Multitarget-Multisensor Tracking: Applications and Advances, vol. III, Artech House, 2000, pp. 199-231.

K. R. Pattipati, R. Popp and T. Kirubarajan, " A Survey of Assignment Algorithms for Multi-target Tracking " , Chapter 2 in Y. Bar-Shalom and W. Dale Blair (editors), Multi-target Tracking: Applications and Advances, Vol. III, Artech House, 2000, pp. 77-159.

Recent Journal Articles:

C. Meirina, Y.N. Levchuk, G.M. Levchuk, K.R. Pattipati and D.L. Kleinman, " Goal Management in Organizations: A Markov Decision Process (MDP) Approach, " Accepted for publication in IEEE Transactions on Systems, Man and Cybernetics: Part A - Systems and Humans, June 2006.

J. Luo, M. Namburu, K.R. Pattipati, L. Qiao, and S. Chigusa, " Integrated Model-Based and Data-Driven Diagnosis of Automotive Anti-Lock Braking Systems, " Accepted for publication in IEEE Transactions on Systems, Man, and Cybernetics: Part A - Systems and Humans, June 2006.

M. Namburu, J. Luo, M. Azam, K. Choi and K.R. Pattipati, " Fault Detection, Diagnosis and Data-driven Modeling in HVAC Chillers, " Accepted for publication in IEEE Trans. On Automation Science and Engineering, March 2006.

J. Luo, K.R. Pattipati, L. Qiao and S. Chigusa, " An Integrated Diagnostic Development Process for Automotive Engine Control Systems, " Accepted for publication in IEEE Transactions on Systems, Man, and Cybernetics: Part C - Applications and Reviews, April 2006.

F. Yu, F. Tu, H. Tu and K.R. Pattipati, " A Lagrangian Relaxation Algorithm for Finding the MAP Configuration in QMR-DT, " Accepted for Publication in IEEE Transactions on Systems, Man and Cybernetics: Part B- Cybernetics, March 2006.

J. Luo, H. Tu, K. R. Pattipati, L. Qiao, and S. Chigusa, " Graphical models for diagnostic knowledge representation and inference, " IEEE Instrument and Measurement Magazine, Vol. 9, No. 3, August 2006.

S. Zhou, X. Ma and K.R. Pattipati, " A View on Full-Diversity Modulus-Preserving Rate-One Linear Space-Time Block Codes, " Signal Processing, 86, 2006, pp. 1968-1975.

C. Meirina, G.M. Levchuk, S. Ruan, K.R. Pattipati and R. Popp, " Normative Framework and Computational Models for Simulating and Assessing Command and Control Processes, " Special Issue on Computer Modeling of Organizational Processes: Journal of Simulation Modeling Practice and Theory, 14, 2006, pp.454-479.

F. Yu, F. Tu, G.M. Levchuk and K.R. Pattipati, " A Novel Congruent Organizational Design Methodology Using Group Technology and a Nested Genetic Algorithm, " IEEE Transactions on Systems, Man, and Cybernetics: Part A - Systems and Humans, Vol. 36, No. 1, pp. 5-18, January 2006.

H. Tu, J. Allanach, S. Singh, K.R. Pattipati and P. K. Willett, " Information Integration via Hierarchical and Hybrid Bayesian Networks, " IEEE Transactions on Systems, Man, and Cybernetics: Part A - Systems and Humans, Vol. 36, No. 1, pp. 19-33, January 2006.

K. Choi, M. Azam, M. Namburu, J. Luo, K.R. Pattipati and A. Patterson-Hine, " Fault Diagnostics in HVAC Chillers using Data-driven Techniques, " IEEE Instrumentation and Measurement Magazine, Vol. 8, No. 3, August 2005, pp. 24-32.

D. Pham, K. R. Pattipati, P. K. Willett and J. Luo, " An Improved Complex Sphere Decoder for V-BLAST Systems, " IEEE Signal Processing Letters, Vol. 11, No. 9, pp. 748-751, September 2004.

H. Tu, Y.N. Levchuk and K.R. Pattipati, " Robust Action Strategies to Induce Desired Effects, " IEEE Trans. on SMC: Part A - Systems and Humans, Vol. 34, No. 5, pp. 664-680, September 2004.

M. Azam, F. Tu, K.R. Pattipati and R. Karanam, " A Dependency Model-based Approach for Identifying and Evaluating Power Quality Problems, " IEEE Transactions on Power Delivery, Vol. 19, No. 3, pp. 1154-1166, July 2004.

S. Ruan, F. Tu and K. R. Pattipati, " On a Multi-mode Test Sequencing Problem, " Accepted for Publication in IEEE Trans. on SMC: Part B - Cybernetics, Vol. 34, No. 3, pp. 1490-1499, June 2004.

G.M. Levchuk, C. Meirina, K.R. Pattipati and D.L. Kleinman, " Normative Design of Project-based Organizations: Part III - Modeling Congruent, Robust and Adaptive Organizations, " IEEE Trans. on SMC:Part A : Systems and Humans, Vol. 34, No. 3, pp. 337-350, 2004.

D. Pham, K.R. Pattipati and P. K. Willett, " A Generalized Probabilistic Data Association Detector for Multiple Antenna Systems, " IEEE Communications Letters, Vol. 8, No. 4, pp. 205-207, April 2004.

J. Luo, G. Levchuk, K. Pattipati and P. Willett, " Fast Optimal and Sub-optimal Any-Time Algorithms for CWMA Multiuser Detection based on Branch and Bound " IEEE Trans. On Communications, Vol. 52, No. 4, pp. 632-642, April 2004.

F. Hasegawa, J. Luo, K. Pattipati, P. Willett, " Speed and Accuracy Comparison of Techniques to Solve a Binary Quadratic Programming Problem with Application to Synchronous CDMA " , IEEE Trans. on Comm., Vol. 52, No. 4, pp. 540-545, April 2004.

J. Luo, K. Pattipati, P. Willett, F. Hasegawa, " A Sliding Window PDA for Asynchronous CDMA, and a Proposal for Deliberate Asynchonicity, " , IEEE Trans. on Comm., Vol. 51, No. 12, pp. 1970-1974, Dec. 2003.

J. Luo, K. Pattipati, P. Willett, F. Hasegawa, " Optimal User Ordering and Time Labeling for Decision Feedback Detection in Asynchronous CDMA " , IEEE Trans. on Comm., Vol. 51, No. 11, pp. 1754-1757, Nov. 2003.

H. Chen, T. Kirubarajan, Y. Bar-Shalom and K.R. Pattipati, " An MDL Approach for Multiple Low Observable Track Initiation, " IEEE Trans. Aerospace and Electronic Systems, Vol. 39, No. 3, July 2003, pp. 849-861.

Luo, K. Pattipati and P. Willett, " Optimal Grouping Algorithm for a Group Decision Feedback Detector in Synchronous Code Division Multi-Access Communications " IEEE Trans. on Communications, Vol. 51, No. 3, pp. 341-346, March 2003.

F. Tu, K.R. Pattipati, S. Deb and V.N. Malepati, " Multiple Fault Diagnosis in Graph-based Systems, " IEEE Trans. on SMC: Part A- Systems and Humans, Vol. 33, No. 1, January 2003, pp. 73-85..

F. Tu and K.R. Pattipati, " Rollout Strategies for Sequential Fault Diagnosis, " IEEE Trans. on SMC: Part A: Systems and Humans, Vol. 33, No. 1, January 2003, pp. 86-99.

D.N. Pham, J. Luo, K.R. Pattipati and P.K. Willett, " A PDA-Kalman Approach to Multiuser Detection in Asynchronous CDMA, " IEEE Communication Letters, Vol. 6, No. 11, pp. 475-477, November 2002.

J. Monte and K.R. Pattipati, " Scheduling Parallelizable Tasks to Minimize Make-Span and Weighted Response Time, " IEEE Trans. on SMC: Part A- Systems and Humans, Vol. 37, No. 3, May 2002..

G.M. Levchuk, Y.N. Levchuk, J. Luo, K.R. Pattipati and D.L. Kleinman, " Normative Design of Organizations - Part I: Mission Planning, " IEEE Trans. on SMC: Part A - Systems and Humans, Vol. 37, No. 3, May 2002.

G.M. Levchuk, Y.N. Levchuk, J. Luo, K.R. Pattipati and D.L. Kleinman, " Normative Design of Organizations - Part II: Organizational Structures, " IEEE Trans. on SMC: Part A - Systems and Humans, Vol. 37, No. 3, May 2002

J.D. Monte and K.R. Pattipati, " A Shelf-Based Lagrangian Relaxation Algorithm to Schedule Parallelizable Tasks, " IEEE Trans. on Systems, Man, and Cybernetics, Vol. 31, No. 6, November 2001, pp. 687-697.

J. Luo, K.R. Pattipati, P.K. Willett and F. Hasegawa, " Near-optimal Multiuser Detection in Synchronous CDMA Using Probabilistic Data Association, " IEEE Communications Letters, Vol. 5, No. 9, September 2001, pp. 361-363.

M.R. Chummun, T. Kirubarajan, K.R. Pattipati and Y. Bar-Shalom, " Efficient Multisensor-Multitarget Tracking Using Clustering Algorithms " , IEEE Trans. Aerospace and Electronic Systems, Vol. 37, No. 3, July 2001, pp.898-913.

T. Kirubarajan, Y. Bar-Shalom and K. R. Pattipati, " Efficient Multisensor fusion Using Multidimensional Data Association, " IEEE Trans. Aerospace and Electronic Systems, Vol. 37, No. 2, April 2001,pp. 386-400.

R. Popp, K.R. Pattipati and Y. Bar-Shalom, " An M-best Multidimensional Data Association Algorithm for Multisensor Multitarget Tracking, " IEEE Trans. Aerosp. And Electronic Systems, Vol. 37, No. 1, January 2001, pp. 22-39.

T. Kirubarajan, Y. Bar-Shalom and K. R. Pattipati, " Multiassignment for Tracking a Large Number of Overlapping Objects, " IEEE Trans. Aerospace and Electronic Systems, Vol. 37, No. 1, January 2001, pp. 2-21.

Recent Conference Proceedings & Other Publications:

• M. Azam, J. Allanach, K.R. Pattipati, S. Poll. and A. Patterson-Hine, " In-flight Fault Detection and Isolation in Aircraft Avionics Systems, " IEEE Aerospace Conference, Big Sky, MT, March 2005.
  
• M. Namburu, H. Tu, J. Luo, K. Choi, L. Zhu and K.R. Pattipati, " Experiments on Supervised Learning Algorithms for Text Categorization, " 2005 IEEE Aerospace Conference, Big Sky, Montana, March 2005.
  
• J. Luo, K.R. Pattipati, L. Qiao and S. Chigusa, " Agent-based Real-time Fault Diagnosis, " 2005 IEEE Aerospace Conference, Big Sky, Montana, March 2005.
  
• R.A. Ammar, S. A. Demurjian, Sr., I.R. Greenshields, K.R. Pattipati and S. Rajasekaran, " Analysis of Heterogeneous Data in Ultrahigh Dimensions, " 2005 IEEE Aerospace Conference, Big Sky, Montana, March 2005.
  
• R. Popp, G. Levchuk, D. Allen, C. Meirina, F. Yu, S. Ruan, K.R. Pattipati and M. Lazaroff, " SPEYES: Sensing and Patrolling Enablers Yielding Effective SASO, " 2005 IEEE Aerospace Conference, Big Sky, Montana, March 2005.
  
• R. Popp, K.R. Pattipati, P.K. Willett, D. Serfaty, W. Stacy, K. Carley, J. Allanach, H. Tu and S. Singh, " Collaborative Tools for Counter-terrorism Analysis, " 2005 IEEE Aerospace Conference, Big Sky, Montana, March 2005.
  
• M. Namburu, J. Luo, M. Azam, K. Choi and K.R. Pattipati, " Fault Detection, Diagnosis and Data-driven Modeling in HVAC Chillers, " 2005 SPIE Conference, Orlando, FL, March 2005.
  
• S. Ruan, C. Meirina, F. Yu, K.R. Pattipati and R. Popp, " Patrolling in a Stochastic Environment, " 10th International Command and Control Research and Technology Symposium, Washington, DC, June 2005.
  
• C. Meirina, F. Yu, S. Ruan, G. Levchuk, K.R. Pattipati, D.L. Kleinman and R. Popp, " Optimization-based Agent Simulations for the SPEYES Systems, " 10th International Command and Control Research and Technology Symposium, Washington, DC, June 2005.
  
• F. Yu, C. Meirina, S. Ruan, F. Tu and K.R. Pattipati, " Integration of Holarchy and Holonic Scheduling in C2 Organizational Design, " 10th International Command and Control Research and Technology Symposium, Washington, DC, June 2005.
  
• K. See, S.A. Weil, E.E. Entin, K.R. Pattipati, C. Meirina, D.L. Kleinman, S. Downes-Martin, R.S. Hovanec, A. Bailey, F. Diedrich, and D. Serfaty, " A Test Environment for ForceNet Concepts, " 10th International Command and Control Research and Technology Symposium, Washington, DC, June 2005.
  
• R.J. Bronson, H. Depold, R. Rajamani, S. Deb, W. Morrison and K.R. Pattipati, " Optimal Data Normalization for Engine Health Monitoring, " Proceedings of GT 2005: ASME Turbo Expo 2005, Reno-Tahoe, Nevada, June 6-9, 2005.
  
• J. Luo, H. Tu, K. R. Pattipati, L. Qiao and S. Chigusa, " Graphical models for diagnostic knowledge representation and inference, " in Proc. IEEE AUTOTESTCON, Orlando, FL, 2005, Best Paper Award.
  
• J. Luo, K.R. Pattipati, L. Qiao and S. Chigusa, " Towards an Integrated Diagnostic Development Process for Automotive Systems, " IEEE International Conference on Systems, Man, and Cybernetics, Hawaii, October 2005.
  
• A. Patterson-Hine, S. Narasimhan, G. Aaseng, G. Biswas, and K.R. Pattipati, " A Review of Diagnostic Techniques for ISHM Applications, " First International Forum on Integrated System Health Engineering and Management in Aerospace, Napa, CA, November 2005.
  
• H. Tu, K.R. Pattipati, P.K. Willett, J. Allanach, L. Zhu and S. Singh, " On Detection Networks and Iterated Influence Diagrams: Application to a Parallel Distributed Structure, " IEEE Aerospace Conference, Big Sky, Montana, March 2006.
  
• A. Russell, M. Clark, G. Mack, S. Ghoshal, K.R. Pattipati, " Automated Population of Dynamic Bayes Nets for Pre-conflict Analysis and Forecasting, " IEEE Aerospace Conference, Big Sky, Montana, March 2006.
  
• H. Deplod, R. Rajamani, W. Morrison and K.R. Pattipati, " A Unified Metric for Fault Detection and Isolation in Engines, " Proceeding of ASME Gas Turbine Conference, Barcelona, Spain, May 2006
  
• S. Butler, K.R. Pattipati, A. Volponi, J. Hull, R. Rajamani and J. Siegel, " An Assessment Methodology for Data-driven and Model-based Techniques for Health Monitoring, " Proceeding of ASME Gas Turbine Conference, Barcelona, Spain, May 2006
  
• S. Ruan, S. Gokhale, and K.R. Pattipati, " An Agent-based Simulation Model for Organizational Analysis, " 11th International Command and Control Research and Technology Symposium, San Diego, CA, June 2006.
  
• C. Meirina, K.R. Pattipati, and D.L. Kleinman, " Model-based Organization Analysis and Design for an ESG Organization, " 11th International Command and Control Research and Technology Symposium, San Diego, CA, June 2006.
  
• F. Yu, S. Ruan, C. Meirina, D.L. Kleinman and K.R. Pattipati, " A Flexible Distributed Scheduling Scheme for Dynamic ESG Environments, " 11th International Command and Control Research and Technology Symposium, San Diego, CA, June 2006.
  
• G. Levchuk, Y. Levchuk, S. Weil and K.R. Pattipati, " Persuade: Modular Framework for the Design of Modular Army Organizations, " 11th International Command and Control Research and Technology Symposium, San Diego, CA, June 2006.
  
• K. Choi, J. Luo, K.R. Pattipati, L. Qiao and S. Chigusa, " Data Reduction Techniques for Intelligent Fault Diagnosis in Automotive Systems, " Proceedings of the 2006 Autotestcon, Anaheim, CA, September 2006.
  
• M. Namburu, S. Chigusa, L. Qiao and K. R. Pattipati " Systematic Data-driven Approach to Fault Detection and Diagnosis in Automotive Engines, " Proceedings of the 2006 Autotestcon, Anaheim, CA, September 2006.
  
• S. Singh, W. Donat, H. Tu, J. Lu, K.R. Pattipati and P.K. Willett, " An Advanced System for Modeling Asymmetric Threats, " in Proc. IEEE International Conference on SMC, Taipei, Taiwan, 2006.
  
• J. Luo, K. Choi, K. R. Pattipati, L. Qiao and S. Chigusa, " Distributed fault diagnosis for networked, embedded automotive systems, " in Proc. IEEE International Conference on SMC, Taipei, Taiwan, 2006.
  
• Namburu, S., Chigusa, S., Qiao, L., Azam, M., and Pattipati, K., " Application of Siagnal Analysis and Data-driven Approaches to Fault Detection and Diagnosis in Automotive Engines " , In Proceedings of the IEEE SMC conference, Taipei, Taiwan, October, 2006.
  
• J. Luo, S. Ghoshal, A. Mathur, and K.R. Pattipati, " Adaptive Maintenance Knowledge Bases for Field Service, " IEEE Aerospace Conference, Big Sky, Montana, March 2007.
  
• M. Namburu, S. Chigusa, D. Prokhorov, L. Qiao, K. Choi and K.R. Pattipati, " Application of an Effective Data Mining Approach to Real-time Fault Diagnosis in Automotive Engines, " IEEE Aerospace Conference, Big Sky, Montana, March 2007.
  
• S. Singh, S. Ruan, K. Choi, K.R. Pattipati, P. Willett and S. Chigusa, " An Optimization-based Method for Dynamic Multiple Fault Diagnosis, " IEEE Aerospace Conference, Big Sky, Montana, March 2007.
  
• W. Donat, K. Choi, W. An, S. Singh and K.R. Pattipati, " Data Reduction and Fusion Techniques for Intelligent Fault Detection and Diagnosis in Gas Turbine Engines, " submitted to Proceeding of ASME Gas Turbine Conference, Montreal, Canada, May 2007.
  

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Active Research Projects:

" Design and Analysis of Agile C2 Organizations in Support of Navy Command Concepts, " Office of Naval Research, October 1, 2005-September 30, 2008, $720,000.

" Intelligent Diagnostics ", Toyota Technical Center, $517,000, 1/15/2003-9/30/2007.

" DPHM Rapid Validation Testing Tools, " Pratt & Whitney, $54,000., 1/06-12/31/07.

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Professional Activities:



Presentations:

" Stochastic Models for Counter-Terrorism Analysis," (with S. Singh, H. Tu, P. K. Willett and J. Allanach), ICATHS 2004, (poster), University of Connecticut, CT, August, 2004.

ONR A2C2 Program Review, San Diego, CA, June, 2004.

" Combinatorial Optimization Algorithms for Fault Diagnosis in Complex Systems, " NASA-Ames Research Center, Moffet Field, CA, June, 2004.

" Fault Diagnosis in Complex Systems," UTRC, East Hartford, CT, July, 2004.

" Information Integration via Hierarchical and Hybrid Bayesian Networks," Indian Institute of Science, Department of Computer Science and Automation, December 22, 2004.

" Adaptive Organizations and Agent-Based Simulations," Indian Institute of Science, Department of Computer Science and automation, December 22, 2004.

Member, Program Committee, 2005 IEE SMC Conference, Hawaii.

Reviewer:

DARPA

Gained Access to:

Naval War College, Innovation Lab SPAWAR, San Diego, CA

Member, Board of Directors, Aptima, Inc., Woburn, MA.

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