Nikunj C. Oza, Ph.D.
Affiliations: | 2001 | University of California, Berkeley, Berkeley, CA, United States |
Area:
Artificial Intelligence (AI); Control, Intelligent Systems, and Robotics (CIR); Biosystems & Computational Biology (BIO); machine learning; real-time decision-making; algorithms; probabilistic reasoning; computational biologyGoogle:
"Nikunj Oza"Cross-listing: Robotree
Parents
Sign in to add mentor| Stuart J. Russell | grad student | 2001 | UC Berkeley | |
| (Online ensemble learning.) | ||||
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Publications
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| Mithal V, Nayak G, Khandelwal A, et al. (2018) Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework Remote Sensing. 10: 69 |
| Mithal V, Nayak G, Khandelwal A, et al. (2017) RAPT: Rare Class Prediction in Absence of True Labels Ieee Transactions On Knowledge and Data Engineering. 29: 2484-2497 |
| Melnyk I, Matthews B, Valizadegan H, et al. (2016) Vector autoregressive model-based anomaly detection in aviation systems Journal of Aerospace Information Systems. 13: 161-173 |
| Das K, Bhaduri K, Matthews BL, et al. (2015) Large scale support vector regression for aviation safety Proceedings - 2015 Ieee International Conference On Big Data, Ieee Big Data 2015. 999-1006 |
| Woike M, Abdul-Aziz A, Oza N, et al. (2013) New sensors and techniques for the structural health monitoring of propulsion systems. Thescientificworldjournal. 2013: 596506 |
| Matthews B, Oza N, Das S, et al. (2013) Discovering anomalous aviation safety events using scalable data mining algorithms Journal of Aerospace Information Systems. 10: 467-475 |
| Masud MM, Chen Q, Khan L, et al. (2013) Classification and adaptive novel class detection of feature-evolving data streams Ieee Transactions On Knowledge and Data Engineering. 25: 1484-1497 |
| Abdul-Aziz A, Woike MR, Oza NC, et al. (2012) Rotor health monitoring combining spin tests and data-driven anomaly detection methods Structural Health Monitoring. 11: 3-12 |
| Masud MM, Woolam C, Gao J, et al. (2012) Facing the reality of data stream classification: Coping with scarcity of labeled data Knowledge and Information Systems. 33: 213-244 |
| Ding B, Zhao B, Lin CX, et al. (2011) Efficient keyword-based search for top-K cells in text cube Ieee Transactions On Knowledge and Data Engineering. 23: 1795-1810 |