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Niranjan A. Subrahmanya

Niranjan Addada Subrahmanya

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affiliation: ExxonMobil Corporate Strategic Research
affiliation: Purdue University, School of Mechanical Engineering

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Journal Articles

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2013
[j6]
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Niranjan A. Subrahmanya, Yung C. Shin:
A data-based framework for fault detection and diagnostics of non-linear systems with partial state measurement. Eng. Appl. Artif. Intell. 26(1): 446-455 (2013)
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Niranjan A. Subrahmanya, Yung C. Shin:
A variational Bayesian framework for group feature selection. Int. J. Mach. Learn. Cybern. 4(6): 609-619 (2013)
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Mihajlo Grbovic, Weichang Li, Niranjan A. Subrahmanya, Adam K. Usadi, Slobodan Vucetic:
Cold Start Approach for Data-Driven Fault Detection. IEEE Trans. Ind. Informatics 9(4): 2264-2273 (2013)
2010
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Niranjan A. Subrahmanya, Yung C. Shin:
Constructive training of recurrent neural networks using hybrid optimization. Neurocomputing 73(13-15): 2624-2631 (2010)
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Niranjan A. Subrahmanya, Yung C. Shin:
Sparse Multiple Kernel Learning for Signal Processing Applications. IEEE Trans. Pattern Anal. Mach. Intell. 32(5): 788-798 (2010)
2009
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Niranjan A. Subrahmanya, Yung C. Shin:
Adaptive divided difference filtering for simultaneous state and parameter estimation. Autom. 45(7): 1686-1693 (2009)

Conference and Workshop Papers

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2014
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Firdaus Janoos, Huseyin Denli, Niranjan A. Subrahmanya:
Multi-scale Graphical Models for Spatio-Temporal Processes. NIPS 2014: 316-324
2012
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  - conf/icdm/QiuLSL12
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Huida Qiu, Yan Liu, Niranjan A. Subrahmanya, Weichang Li:
Granger Causality for Time-Series Anomaly Detection. ICDM 2012: 1074-1079
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Weichang Li, Niranjan A. Subrahmanya, Feng Xu:
Online subspace and sparse filtering for target tracking in reverberant environment. SAM 2012: 329-332
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Firdaus Janoos, Weichang Li, Niranjan A. Subrahmanya, István Ákos Mórocz, William M. Wells III:
Identification of Recurrent Patterns in the Activation of Brain Networks. NIPS 2012: 683-691

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