Niranjan A. Subrahmanya

Publication Activity (10 Years)

Years Active: 2009-2014
Publications (10 Years): 0

Top Topics

Bayesian Framework

Granger Causality

Fault Detection

Activation Detection

Top Venues

Eng. Appl. Artif. Intell.

Int. J. Mach. Learn. Cybern.

Publications

Firdaus Janoos, Huseyin Denli, Niranjan A. Subrahmanya
Multi-scale Graphical Models for Spatio-Temporal Processes. NIPS (2014)
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) (2013)
Niranjan A. Subrahmanya, Yung C. Shin
A variational Bayesian framework for group feature selection. Int. J. Mach. Learn. Cybern. 4 (6) (2013)
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) (2013)
Huida Qiu, Yan Liu, Niranjan A. Subrahmanya, Weichang Li
Granger Causality for Time-Series Anomaly Detection. ICDM (2012)
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)
Weichang Li, Niranjan A. Subrahmanya, Feng Xu
Online subspace and sparse filtering for target tracking in reverberant environment. SAM (2012)
Niranjan A. Subrahmanya, Yung C. Shin
Constructive training of recurrent neural networks using hybrid optimization. Neurocomputing 73 (13-15) (2010)
Niranjan A. Subrahmanya, Yung C. Shin
Sparse Multiple Kernel Learning for Signal Processing Applications. IEEE Trans. Pattern Anal. Mach. Intell. 32 (5) (2010)
Niranjan A. Subrahmanya, Yung C. Shin
Adaptive divided difference filtering for simultaneous state and parameter estimation. Autom. 45 (7) (2009)