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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)
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)
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.
2016
Biswas, G., hamed khorasgani, gerald stanje, A. Dubey, somnath deb, and sudipto ghoshal, "An application of data driven anomaly identification to spacecraft telemetry data", Annual Conference of the Prognostics and Health Management Society 2016, 10/2016. Abstract  Download: phmc_16_028.pdf (1.23 MB)
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)
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)
2013
Carl, J. D., Z. Lattmann, and G. Biswas, "Modeling and Simulation Semantics for Building Large-Scale Multi-Domain Embedded Systems", 27th European Conference on Modelling and Simulation, Norway, 05/2013.  Download: csm_ECMS2013_0091.pdf (1.46 MB)
Jose, C., C. Kulkarni, G. Biswas, and G. Kai, "Prognostic Studies and Physics of failure mod- eling under High Electrical Stress for Electrolytic Capacitors", International Journal of Prognostics and Health Management, vol. 4, no. 2013, 2013.
2012
Kulkarni, C., C. Jose, G. Biswas, and G. Kai, "Accelerated Aging Experiments for Capacitor Health Monitoring and Prognostics", IEEE AUTOTESTCON, Anaheim, CA, IEEE, 09/2012.
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
Kulkarni, C., J. Celaya, K. Goebel, and G. Biswas, "Prognostics of Power Electronics, methods and validation experiments", IEEE AUTOTESTCON, Anaheim, CA, IEEE, 09/2012. Abstract
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)
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.
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)
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.
Tantawy, A., X. Koutsoukos, and G. Biswas, "Aircraft Power Generators: Hybrid Modeling and Simulation for Fault Detection", IEEE Transactions on Aerospace and Electronic Systems, 2012.
Kulkarni, C., J. Celaya, G. Biswas, and K. Goebel, "Prognostics of Power Electronics, methods and validation experiments", 2012 IEEE AUTOTESTCON Proceedings, 2012.
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.
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.
Kulkarni, C., G. Biswas, C. Jose, and G. Kai, "Prognostics Health Management and Failure Analysis Modeling techniques for Accelerated Life testing in Electrolytic Capacitors", IEEE 2011 Workshop on Accelerated Stress Testing & Reliability, San Francisco, CA, IEEE, 10/2011.
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.
Tantawy, A., X. Koutsoukos, and G. Biswas, "Transmission Control Policy Design for Decentralized Detection in Tree Topology Sensor Networks", 14th International Conference on Information Fusion, Fusion 2011, Chicago IL, USA, 07/2011.
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)
Tantawy, A., X. Koutsoukos, and G. Biswas, "Transmission Control Policy Design for Decentralized Detection in Sensor Networks", IEEE International Conference on Distributed Computing in Sensor Systems, DCOSS 2011, Barcelona, Spain, 06/2011.
Jose, C., C. Kulkarni, G. Biswas, and G. Kai, "Towards Prognostics of Electrolytic Capacitors", Infotech@Aerospace 2011, St. Louis, Missouri, AIAA, 04/2011.
Tantawy, A., X. Koutsoukos, and G. Biswas, Transmission Control Policy Design for Decentralized Detection in Sensor Networks, , no. ISIS-11-103, Nashville TN, Institute for Software Integrated Systems, 04/2011.
Kulkarni, C., G. Biswas, C. Jose, and G. Kai, "Prognostics Techniques For Capacitor Degradation and Health Monitoring", The Maintenance & Reliability Conference, MARCON 2011, Knoxville, TN, MARCON, 03/2011. Abstract  Download: MARCON_2011_Kulkarni_Biswas_Celaya_Goebel.pdf (367.09 KB)
Kinnebrew, J. S., and G. Biswas, "Modeling and Measuring Self-Regulated Learning in Teachable Agent Environments", Journal of e-Learning and Knowledge Society, vol. 7, no. 2, pp. 19-35, 2011. Abstract
2010
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.
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)
Kinnebrew, J. S., G. Biswas, and B. Sulcer, "Modeling and Measuring Self-Regulated Learning in Teachable Agent Environments", Papers from the AAAI Fall Symposium: Cognitive and Metacognitive Educational Systems (MCES), vol. FS-10-01, Arlington, VA, pp. 34-39, 11/2010.
Kulkarni, C., G. Biswas, X. Koutsoukos, J. Celaya, and K. Goebel, "Diagnostic/Prognostic Experiments for Capacitor Degradation and Health Monitoring in DC-DC converters", ASME 2010 Conference on Smart Materials, Adaptive Structures and Intelligent Systems, Philadelphia, PA, ASME, 10/2010.
Podgursky, B., G. Biswas, and X. Koutsoukos, "Efficient Tracking of Behavior in Complex Hybrid Systems via Hybrid Bond Graphs", Annual Conference of the Prognostics and Health Management Society 2010, Portland, OR, US, 10/2010. Abstract  Download: phmc_10_064.pdf (748.34 KB)
Kulkarni, C., G. Biswas, X. Koutsoukos, K. Goebel, and J. Celaya, "Experimental studies of ageing in electrolytic capacitors", Annual Conference of the Prognostics and Health Management Society 2010, Porltand, OR, Prognostics and Health Management Society, 10/2010. Abstract
Kulkarni, C., G. Biswas, X. Koutsoukos, C. Jose, and K. Goebel, "Integrated Diagnostic/Prognostic Experimental Setup for Capacitor Degradation and Health Monitoring", IEEE AUTOTESTCON 2010, Orlando, FL, IEEE, 09/2010.
Kulkarni, C., G. Biswas, B. Raj, and K. Kyusung, "Effects of Degradation in DC-DC Converters on Avionics Systems: A Model Based Approach", Machinery Failure Prevention Technology Conference, MFPT 2010, Huntsville, AL, MFPT, pp. 8-13, 04/2010. Abstract  Download: KulkarniBiswas_BharadwajKim_MFPT2010.pdf (240.4 KB)
Raj, B., C. Kulkarni, K. Kyusung, and G. Biswas, "Model-Based Avionics Systems Fault Simulation and Detection", American Institute of Aeronautics and Astronautics, AIAA Infotech Aerospace 2010, Atlanta, GA, 04/2010.
Kulkarni, C., G. Biswas, X. Koutsoukos, G. Kai, and C. Jose, "Physics of Failure Models for Capacitor Degradation in DC-DC Converters", The Maintenance & Reliability Conference, MARCON 2010, Knoxville, TN, MARCON, 02/2010. Abstract  Download: KulkarniBiswasKoutsoukos_GoebelCelaya_MARCON2010.pdf (337.41 KB)
Kinnebrew, J. S., D. L. C. Mack, G. Biswas, and D. C. Schmidt, "Coordination of Planning and Scheduling Techniques for a Distributed, Multi-level, Multi-agent System", The International Conference on Agents and Artificial Intelligence (ICAART 2010), Valencia, Spain, 01/2010. Abstract  Download: Kinnebrew et al - 2010 - ICAART -- Coord Plan & Sched for Distrib Multi-level MAS.pdf (2.18 MB)
Daigle, M., I. Roychoudhury, G. Biswas, X. Koutsoukos, A. Patterson-Hine, and S. Poll, "A Comprehensive Diagnosis Methodology for Complex Hybrid Systems: A Case Study on Spacecraft Power Distribution Systems", IEEE Transactions on System, Man, and Cybernetics, Part A, vol. 40, no. 5, pp. 917-931, 2010.
Daigle, M., X. Koutsoukos, and G. Biswas, "An Event-based Approach to Integrated Parametric and Discrete Fault Diagnosis in Hybrid Systems", Transactions of the Institute of Measurement and Control, Special Issue on Hybrid and Switched Systems, vol. 32, no. 5, pp. 487-510, 2010.
Biswas, G., H. Jeong, J. S. Kinnebrew, B. Sulcer, and R. Roscoe, "Measuring Self-regulated Learning Skills through Social Interactions in a Teachable Agent Environment", Research and Practice in Technology-Enhanced Learning (RPTEL), vol. 5, no. 2, pp. 123–152, 2010. Abstract  Download: Biswas-etal_MeasuringSRL_RPTEL2010.pdf (820.35 KB)
Kinnebrew, J. S., G. Biswas, and B. Sulcer, "Measuring Self-regulated Learning Skills through Social Interactions in a Teachable Agent Environment", The AAAI Fall Symposium on Cognitive and Metacognitive Educational Systems, 2010.
2009
Shankaran, N., J. S. Kinnebrew, X. Koutsoukos, C. Lu, D. C. Schmidt, and G. Biswas, "An Integrated Planning and Adaptive Resource Management Architecture for Distributed Real-Time Embedded Systems", IEEE Transactions on Computers, vol. 58, no. 11, pp. 1485 -1499, 11/2009. Abstract  Download: Shankaran et al - 2009 - IEEE Trans Comp -- Integ Plan & Adapt Resource Mgmt Arch for DRE Sys.pdf (2.89 MB)
Kulkarni, C., G. Biswas, and X. Koutsoukos, "A prognosis case study for electrolytic capacitor degradation in DC-DC converters", Annual Conference of the Prognostics and Health Management Society 2009, San Diego, CA, Prognostics and Health Management Society, 10/2009. Abstract  Download: Kulkarni_Biswas_Koutsoukos_PHM09.pdf (632.25 KB)
Kinnebrew, J. S., and G. Biswas, "Efficient Allocation of Hierarchically-Decomposable Tasks in a Sensor Web Contract Net", The IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (IAT), Milan, Italy, IEEE Computer Society, pp. 225–232, 09/2009. Abstract  Download: Kinnebrew & Biswas - 2009 - IAT -- Efficient Alloc Hierarch-Decomp Tasks in Sensor Web CNet.pdf (1.55 MB)