ISIS Publications

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Biswas, G., M. - O. Cordier, J. Lunze, L. Trave-Massuyes, and M. Staroswiecki, "Diagnosis of Complex Systems: Bridging the Gap between the FDI and DX communities", IEEE Trans. on Systems, Man, and Cybernetics, Part B, vol. 34, pp. 2139--2142, October, 2004.  Download: Biswas__G_10_0_2004_Diagnosis_.pdf (627.75 KB)
Carl, J. D., A. Tantawy, G. Biswas, and X. D. Koutsoukos, "Detection and Estimation of Multiple Fault Profiles Using Generalized Likelihood Ratio Tests: A Case Study", Sysid 2012, 16th IFAC Symposium on System Identification, Brussels, Belgium, pp. 386-391, 07/2012. Abstract  Download: SySID.pdf (443.09 KB)
Roychoudhury, I., G. Biswas, X. Koutsoukos, and S. Abdelwahed, "Designing Distributed Diagnosers for Complex Physical Systems", 16th International Workshop on Principles of Diagnosis, Monterey, CA, pp. 31--36, June, 2005.  Download: Roychoudhu_I_6_0_2005_Designing_.pdf (192.41 KB)
Mack, D. L. C., G. Biswas, X. Koutsoukos, D. Mylaraswamy, and G. Hadden, "Deriving Bayesian Classifiers from Flight Data to Enhance Aircraft Diagnosis Models", Annual Conference of the Prognostics and Health Management Society, Montreal, Canada, 10/2011.  Download: PHM2011CameraFinal.pdf (585 KB)
Naug, A., and G. Biswas, "Data Driven Methods for Energy Reduction in Large Buildings", 4th IEEE International Conference on Smart Computing(SMARTCOMP 20018), Taormina, Sicily, Italy, IEEE Xplore, 07/2018. Abstract  Download: Data Driven Methods for Energy Reduction in Large Buildings.pdf (678.98 KB)
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Abdelwahed, S., G. Karsai, and G. Biswas, "A Consistency-based Robust Diagnosis Approach for Temporal Causal Systems", 16th International Workshop on Principles of Diagnosis (DX '05), Monterey, CA, June, 2005.  Download: Abdelwahed_S_6_0_2005_A_Consiste.pdf (106.38 KB)
Zander, J., P. J. Mosterman, J. S. Kinnebrew, and G. Biswas, "Computation of things for human protection and fulfillment", Technologies for Homeland Security (HST), 2010 IEEE International Conference on, Waltham, MA, pp. 153 -159, 11/2010. Abstract  Download: Zander et al - 2010 -- Computation of Things for Human Protection & Fulfillment.pdf (1.28 MB)
Mosterman, P., and G. Biswas, "A Comprehensive Methodology for Building Hybrid Models of Physical Systems", Artifical Intelligence Journal, vol. 121, pp. 171--209, 2000.  Download: ISIS_0_0_2000_A_Comprehe.pdf (642.21 KB)
Manders, E. J., S. Narasimhan, G. Biswas, and P. Mosterman, "A Combined Qualitative/Quantitative Approach for Fault Isolation in Continuous Dynamic Systems", 4th Symposium on Fault Detection, Supervision and Safety for Technical Processes, Budapest, Hungary, pp. 1074--1079, June, 2000.  Download: Manders_EJ_6_0_2000_A_Combined.pdf (307.63 KB)
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Carl, J. D., G. Biswas, S. Neema, and T. Bapty, "An Approach to Parallelizing the Simulation of Complicated Modelica Models", SCS 2014 Summer Simulation Multi-Conference, Monterey, CA, SCS, 07/2014. Abstract  Download: SCSC_027.pdf (544.53 KB)
Narasimhan, S., and G. Biswas, "An Approach to Model-Based Diagnosis of Hybrid Systems", Lecture Notes in Computer Science, vol. 2289, pp. 308--322, March, 2002.
Joeng, H., G. Biswas, J. Johnson, and L. Howard, "Analysis of productive learning behaviors in a structured inquiry cycle using hidden Markov models", Proceedings of the 3rd International Conference of Educational Data Mining, Pittsburgh, PA, pp. 81-90, June 2010.
Tantawy, A., X. Koutsoukos, and G. Biswas, "Aircraft AC Generators: Hybrid system modeling and simulation", International Conference on Prognostics and Health Management, PHM08, Denver, Colorado, 10/2008.
Celaya, J., C. Kulkarni, G. Biswas, and K. Goebel, "Accelerated Aging in Electrolytic Capacitors for Prognostics", IEEE - The Annual Reliability and Maintainability Symposium, Reno, Nevada, IEEE, 01/2012.