ISIS Publications

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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)
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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.
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.
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.
Manders, E. J., and G. Biswas, "Transient Detection and Analysis for Diagnosis of Abrupt Faults in Continuous Dynamic Systems", IEEE International Workshop on Intelligent Signal Processing, Budapest, Hungary, May, 2001.  Download: Manders_EJ_5_0_2001_Transient_.pdf (539.68 KB)
Jose, C., C. Kulkarni, G. Biswas, and G. Kai, "Towards Prognostics of Electrolytic Capacitors", Infotech@Aerospace 2011, St. Louis, Missouri, AIAA, 04/2011.
Mosterman, P., and G. Biswas, "Towards Procedures for Systematically Deriving Hybrid Models of Complex Systems", Hybrid Systems: Computation and Control - Third International Workshop (HSCC 2000), Volume 1790, Berlin, Germany, pp. 324--337, March, 2000.  Download: ISIS_3_0_2000_Towards_Pr.pdf (381.52 KB)
Biswas, G., S. Abdelwahed, X. Koutsoukos, J. Gandhe, and E. J. Manders, "Toward Distributed Diagnosis of Complex Physical Systems", The Forty-Second Annual Allerton Conference on Communication, Control, and Computing, Champgain, IL, September, 2004.  Download: Biswas_G_9_0_2004_Toward_Dis.pdf (170.05 KB)
Biswas, G., D. Schwartz, and J. Bransford, "Technology support for complex problem solving: From SAD environments to AI", Smart Machines in Education, Menlo Park, CA, AAAI Press, pp. 71-98, 2001.  Download: sad01.pdf (307.53 KB)
Leelawong, K., K. Viswanath, J. Davis, G. Biswas, N. Vye, B. K., and J. Bransford, "Teachable agents: Learning by teaching environments for science domains", Proceedings of the Fifteenth Annual Conference on Innovative Applications of Artificial Intelligence, Menlo Park, CA, AAAI Press, pp. 109-116, 2003.
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Abdelwahed, S., G. Biswas, and G. Karsai, "System Diagnosis using Hybrid Failure Propagation Graphs", The 15th International Workshop on Principles of Diagnosis, Carcassonne, France, June, 2004.  Download: Abdelwahed_S_6_0_2004_System_Dia.pdf (200.89 KB)
Abdelwahed, S., G. Karsai, and G. Biswas, System Diagnosis using Hybrid Failure Propagation Graphs, : Institute for Software Integrated Systems, December, 2003.  Download: Abdelwahed_S_12_0_2003_System_Dia.pdf (385.08 KB)
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.
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Abdelwahed, S., G. Karsai, and G. Biswas, "Robust State-based Supervisory Control of Discrete Event Systems", IEEE Conference on Control Application, Toronto, Canada, August, 2005.
Biswas, G., G. Simon, N. Mahadevan, S. Narasimhan, J. W. Ramirez, and G. Karsai, "A robust method for hybrid diagnosis of complex systems", 5th Symposium on Fault Detection, Supervision and Safety for Technical Processes, Washington, DC, pp. 1125--1131, June, 2003.  Download: Biswas__G_6_0_2003_A_robust_m.pdf (522.4 KB)
Tantawy, A., X. Koutsoukos, and G. Biswas, "Robust differential protection with intermittent cable faults for aircraft AC generators", Annual Conference of the Prognostics and Health Management Society, PHM09, San Diego, CA, 09/2009.
Abdelwahed, S., G. Karsai, and G. Biswas, "Robust Diagnosis of Switching Systems", 5th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Washington, DC., June, 2003.  Download: Abdelwahed_S_6_0_2003_Robust_Dia.pdf (119.56 KB)
Biswas, G., P. Bonasso, and S. Abdelwahed, "Requirements for an Autonomous Control Architecture for Advanced Life Support System", 35th SAE International Conference on Environmental Systems (ICES'05), Rome , Italy, July, 2005.
Daigle, M., X. Koutsoukos, and G. Biswas, "Relative Measurement Orderings in Diagnosis of Distributed Physical Systems", 43rd Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, pp. 1707--1716, September, 2005.  Download: Daigle_MJ_9_0_2005_Relative_M.pdf (160.46 KB)
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Mosterman, P., E. J. Manders, and G. Biswas, "Qualitative Dynamic Behavior of Physical System Models With Algebraic Loops", Eleventh Intl. Workshop on Principles of Diagnosis, Morelia, Mexico, pp. 155--162, June, 2000.  Download: ISIS_6_0_2000_Qualitativ.pdf (316.79 KB)
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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)
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)
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.
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)
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.
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Tantawy, A., X. Kousoukos, and G. Biswas, "Optimal performance for detection systems in wireless passive sensor networks.", 17th Mediterranean Conference on Control and Automation, MED’09, Thessaloniki, Greece, 06/2009.
Abdelwahed, S., G. Karsai, and G. Biswas, "Online Safety Control of a Class of Hybrid Systems", IEEE 2002 Conference on Decision and Control, Las Vegas, USA, pp. 1988--1990, December, 2002.  Download: Abdelwahed_S_12_0_2002_Online_Saf.pdf (96.96 KB)
Abdelwahed, S., J. Wu, and G. Biswas, "Online Hybrid Control for Optimal Resource Management in Advanced Life Support Systems.", Habitation, Conference on Space Habitation Research and Technology Development, Orlando, FL, January, 2004.
Abdelwahed, S., J. Wu, G. Biswas, J. W. Ramirez, and E. J. Manders, "Online Hierarchical Fault-Adaptive Control for Advanced Life Support Systems", 34th International Conference on Environmental Systems, Colorado Springs, CO, July, 2004.  Download: Abdelwahed_S_7_0_2004_Online_Hie.pdf (242.83 KB)
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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)
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.
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
Manders, E. J., G. Biswas, J. W. Ramirez, N. Mahadevan, J. Wu, and S. Abdelwahed, "A Model-Integrated Computing Tool-suite for fault adaptive control", 15th Intl Workshop on Principles of Diagnosis (DX '04), Carcassonne, France, June, 2005.  Download: Manders_EJ_6_0_2005_A_Model_In_.pdf (265.41 KB)
Karsai, G., G. Biswas, S. Abdelwahed, N. Mahadevan, and E. J. Manders, "Model-based Software Tools for Integrated Vehicle Health Management", The Second IEEE International Conference on Space Mission Challenges for Information Technology (SMC-IT), Pasadina, CA, 2006.  Download: Karsai_G_0_0_2006_Model_base.pdf (277.55 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.