Dr.
Robert Jones
Biography
PhD computer science, MS and BS electrical engineering. I have 30 years of R&D experience in computer science and engineering. I'm passionate about graph neural networks, and machine learning. I enjoy theory and applications of same to graph processing, machine learning, data science, and artificial intelligence. Research interests and expertise include deterministic and probabilistic graph models, dataflow graphs, queuing networks, Petri nets, Bayesian networks, Markov networks, Markov chains, Kalman filters, neural networks, deep learning architectures, and machine learning algorithms. I have a US Patent (8504493 B2) entitled "Self-organizing Sequential Memory Pattern Machine and Reinforcement Learning Method" that combines semi-supervised and reinforcement learning with a Bayesian treatment of hierarchical models to learn and reason about probability distributions of distributions. I like to code software in Python, R, C/C++, and Scala.
Interests
Experience
Computer Scientist
SpaceTime Insight
Owner/Partner
JonesAI, LLC
Computer Scientist
NASA Langley Research Center
Chief Engineer/Chief Scientist
The Intelligence Factory, Inc.
Computer Scientist
ASRC Federal
Computer Scientist
Jaxon
Computer Scientist
Eversteam Analytics
Owner/Partner
JonesAI, LLC
Computer Scientist
Sigma Space Corp.
Publications
Ciardo, G., Jones, R.L., III Marmorstein, R.M. Miner, A.S., and Siminiceanu, R., "SMART: stochastic model-checking analyzer for reliability and timing," in Dependable Systems and Networks, 2002. DSN 2002. Proceedings. International Conference on, 2002, pp. 545.
Jones, R. and Ciardo, G., "On phased delay stochastic Petri nets: definition and an application," in Petri Nets and Performance Models, 2001. Proceedings. 9th International Workshop on, 2001, pp. 165 - 174.
Jones, R.L., Hayes, P.J. Andrews, A.M. Som, S. Stoughton, J.W., and Mielke, R.R., "Enhanced ATAMM for increased throughput performance of multicomputer data flow architectures," in Aerospace and Electronics Conference, 1991. NAECON 1991., Proceedings of the IEEE 1991 National, 1991, pp. 238 - 244 vol.1.
Jones, R.L., Stoughton, J.W., and Mielke, R.R., "Analysis tool for concurrent processing computer systems," in Southeastcon '91., IEEE Proceedings of, 1991, pp. 620 - 625 vol.2.
Education
College of William and Mary
Doctor of Philosophy
Computer Sciences and Information Technologies
, 2002
Old Dominion Univ
Master of Science
Engineering
, 1990
Old Dominion Univ
Bachelor of Science
Engineering
, 1987