John W. Sheppard, Ph.D. - Publications

1997 Computer Science Johns Hopkins University, Baltimore, MD 
Machine learning, probabilistic graphical models, evolutionary algorithms, prognostics and health management

20 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Dickson DW, Baker MC, Jackson JL, DeJesus-Hernandez M, Finch NA, Tian S, Heckman MG, Pottier C, Gendron TF, Murray ME, Ren Y, Reddy JS, Graff-Radford NR, Boeve BF, Petersen RC, ... ... Sheppard JW, et al. Extensive transcriptomic study emphasizes importance of vesicular transport in C9orf72 expansion carriers. Acta Neuropathologica Communications. 7: 150. PMID 31594549 DOI: 10.1186/s40478-019-0797-0  0.01
2019 Scherrer B, Sheppard J, Jha P, Shaw J. Hyperspectral Imaging and Neural Networks to Classify Herbicide-Resistant Weeds Journal of Applied Remote Sensing. 13. DOI:  0.01
2019 Perreault L, Sheppard J. Compact Structures for Continuous Time Bayesian Networks International Journal of Approximate Reasoning. 109: 19-41. DOI:  1
2018 Dehghanpour K, Nehrir HM, Sheppard JW, Kelly NC. Agent-Based Modeling of Retail Electrical Energy Markets with Demand Response Ieee Transactions On Smart Grid. 9. DOI:  1
2017 Strasser S, Sheppard J, Fortier N, Goodman R. Factored Evolutionary Algorithms,” IEEE Transactions on Evolutionary Computation Ieee Transactions On Evolutionary Computation. 21: 281-293. DOI:  1
2017 Sturlaugson L, Perreault L, Sheppard J. Factored Performance Functions and Decision Making in Continuous Time Bayesian Networks Journal of Applied Logic. 22: 28-45. DOI:  1
2017 Perreault L, Thornton M, Sheppard J, DeBruycker J. Disjunctive Interaction in Continuous Time Bayesian Networks International Journal of Approximate Reasoning. 90: 253-271. DOI:  1
2016 Dehghanpour K, Nehrir MH, Sheppard JW, Kelly N. Agent-Based Decision Making in Electrical Energy Markets Using Dynamic Bayesian Networks and Sparse Bayesian Learning Ieee Transactions On Power Systems. 31: 4744-4754. DOI:  1
2016 Sturlaugson L, Sheppard JW. Uncertain Evidence in Continuous Time Bayesian Networks International Journal of Approximate Reasoning. 70: 99-122. DOI:  1
2015 Sturlaugson L, Sheppard JW. Sensitivity Analysis of Continuous Time Bayesian Network Reliability Models Journal of Uncertainty Quantification. 3: 346-369. DOI:  1
2015 Wang C, Miller CJ, Nehrir MH, Sheppard JW, McElmurry SP. A Load Profile Management Integrated Power Dispatch Using a Newton-Like Particle Swarm Optimization Method Sustainable Computing: Informatics and Systems. 8: 8-17. DOI:  1
2015 Fortier N, Sheppard JW, Strasser S. Abductive Inference in Bayesian Networks using Distributed Overlapping Swarm Intelligence Soft Computing. 19: 981-1001. DOI:  1
2014 Donnelly PJ, Sheppard JW. Classification of Monophonic Musical Instruments Using Bayesian Networks Computer Music Journal. 37: 70-86. DOI:  0.01
2012 Berwald J, Gedeon T, Sheppard J. Using Machine Learning to Predict Catastrophes in Dynamical Systems Journal of Applied Computational Mathematics. 236: 2235-2245. DOI:  0.01
2012 Haberman B, Sheppard JW. Overlapping Particle Swarms for Energy-Efficient Routing in Sensor Networks Wireless Networks. 18: 351-363. DOI:  0.01
2009 Butcher SGW, Sheppard JW. Distributional Smoothing in Bayesian Fault Diagnosis Ieee Transactions On Instrumentation and Measurement. 58: 342-349. DOI:  1
2009 Choi K, Singh S, Kodali A, Pattipati K, Sheppard JW, Namburu S, Chigusa S, Prokhorov D, Qiao L. Novel Classifier Fusion Approaches for Fault Diagnosis in Automotive Systems Ieee Transactions On Instrumentation and Measurement. 58: 602-611. DOI:  0.01
2007 Sheppard JW, Butcher SGW. A Formal Analysis of Fault Diagnosis with DMatrices Journal of Electronic Testing: Theory and Applications. 23: 309-322. DOI:  1
2005 Sheppard JW, Kaufman MA. A Bayesian Approach to Diagnostics and Prognostics from Built In Test Ieee Transactions On Instrumentation and Measurement. 54: 1003-1018. DOI:  0.01
1998 Shombert LA, Sheppard JW. A Behavior Model for Next Generation Test Systems Journal of Electronic Testing, Theory and Applications. 13: 299-314. DOI:  0.01
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