ISIS Publications

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2011
Mack, D. L. C., G. Biswas, X. Koutsoukos, and D. Mylaraswamy, "Using Tree Augmented Naive Bayes Classifiers to Improve Engine Fault Models", Uncertainty in Artificial Intelligence: Bayesian Modeling Applications Workshop, Barcelona, Spain, 07/2011.  Download: UAIWS2011CameraVandy.pdf (336.53 KB)
Kulkarni, C., G. Biswas, C. Jose, and G. Kai, "Prognostic Modeling and Experimental Techniques for Electrolytic Capacitor Health Monitoring", 8th International Workshop on Structural Health Monitoring, IWSHM 2011, Stanford, CA, 09/2011.
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)
Jose, C., C. Kulkarni, G. Biswas, S. Sankalita, and G. Kai, "A Model-based Prognostics Methodology for Electrolytic Capacitors Based on Electrical Overstress Accelerated Aging", Annual Conference of the Prognostics and Health Management Society (PHM 2011), Montreal, Canada, Prognostics and Health Management Society, 10/2011.
Kinnebrew, J. S., G. Biswas, B. Sulcer, and R. Taylor, "Investigating Self-Regulated Learning in Teachable Agent Environments", International Handbook of Metacognition and Learning Technologies, Berlin, Germany: Springer, 2011.
Segedy, J., J. S. Kinnebrew, and G. Biswas, "Investigating the Relationship Between Dialogue Responsiveness and Learning in a Teachable Agent Environment", The 15th International Conference on Artificial Intelligence in Education, Auckland, New Zealand, 2011.
Basu, S., G. Biswas, and P. Sengupta, "Scaffolding to Support Learning of Ecology in Simulation Environments", The 15th International Conference on Artificial Intelligence in Education, Auckland, New Zealand, 2011.
2012
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.
Kulkarni, C., C. Jose, G. Biswas, and K. Goebel, "Prognostics Health Management and Physics based failure Models for Electrolytic Capacitors", AIAA Infotech@Aerospace Conference, Garden Grove, CA, American Institute of Aeronautics and Astronautics,, 06/2012.  Download: AIAA2012_Final_Kulkarni_Celaya_Biswas_Goebel1.pdf (385.28 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)
Kulkarni, C., C. Jose, G. Biswas, and K. Goebel, "Physics Based Electrolytic Capacitor Degradation Models for Prognostic Studies under Thermal Overstress", 1st European Conference of the Prognostics and Health Management Society, Dresden, Germany, 07/2012.
Carl, J. D., D. L. C. Mack, A. Tantawy, G. Biswas, and X. D. Koutsoukos, "Fault Detection and Isolation for Spacecraft Systems: An Application to a Power Distribution Testbed", SAFEPROCESS 2012, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Mexico City, Mexico, pp. 168-173, 08/2012. Abstract  Download: SAFEPROCESS.pdf (389.84 KB)
Kulkarni, C., C. Jose, G. Biswas, and G. Kai, "Bayesian Framework Approach for Prognostic Studies in Electrolytic Capacitor under Thermal Overstress Conditions", Annual Conference of the Prognostics and Health Management Society, Minneapolis, MN, PHM Society, 09/2012. Abstract
2013
2014
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)
2015
hamed khorasgani, G. Biswas, and D. Jung, "Minimal Structurally Overdetermined Sets Selection for Distributed Fault Detection", Proceedings of the 26th International Workshop on Principles of Diagnosis, Paris, France, 08/2015. Abstract  Download: Minimal.pdf (1.25 MB)
2016
2017
Mukhopadhyay, A., Y. Vorobeychik, A. Dubey, and G. Biswas, "Prioritized Allocation of Emergency Responders based on a Continuous-Time Incident Prediction Model", Sixteenth International Conference on Antonomous Agents and Multiagent Sytems, Sao Paulo - Brazil, 05/2017.
Pettet, G., S. Nannapaneni, B. Stadnick, A. Dubey, and G. Biswas, "Incident Analysis and Prediction Using Clustering And Bayesian Network", IEEE Conference on Smart City Innovations, San Francisco Bay Area, USA, IEEE, 08/2017. Abstract  Download: IEEE-SCI-R-33.pdf (365.1 KB)
2018
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)