P
Padhraic Smyth
Researcher at University of California, Irvine
Publications - 359
Citations - 38795
Padhraic Smyth is an academic researcher from University of California, Irvine. The author has contributed to research in topics: Inference & Topic model. The author has an hindex of 80, co-authored 342 publications receiving 36653 citations. Previous affiliations of Padhraic Smyth include University of California & Jet Propulsion Laboratory.
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The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach
Usama M. Fayyad,Padhraic Smyth +1 more
Posted Content
Principles of Data Mining
TL;DR: The first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics as mentioned in this paper, is a tutorial overview of the principles underlying data mining algorithms and their application.
Automated monitor and control for deep space network subsystems
TL;DR: It is shown that schemes that integrate the better aspects of each approach and are referenced to a formal system model show considerable promise, although such an integrated technology is not yet available for implementation.
Synthesis of Optimal Nonlinear Feedback Laws for Dynamic Systems Using Neural Networks
Allan Y. Lee,Padhraic Smyth +1 more
TL;DR: With simple neural networks, the efficacy of the proposed approach using a minimum-time orbit injection problem is demonstrated and the usefulness and limitations of this novel approach on real-life optimal guidance and control problems, with many state and control variables as well as path inequality constraints, remain to be seen.