Predictive Maintenance with Multi-target Classification Models. - Mark Last; Alla Sinaiski; Halasya Siva Subramania (ACIIDS (2), 2010)

A Modular Decision-Tree Architecture for Better Problem Understanding. - Vineet R. Khare; Halasya Siva Subramania (SEAL, 2010)

Pattern classification driven enhancements for human-in-the-loop decision support systems. - Halasya Siva Subramania; Vineet R. Khare (Decis. Support Syst., 2011)

Condition-based Maintenance with Multi-Target Classification Models. - Mark Last; Alla Sinaiski; Halasya Siva Subramania (New Gener. Comput., 2011)

Ontology-driven data collection and validation framework for the diagnosis of vehicle healthmanagement. - Dnyanesh Rajpathak 001; Halasya Siva Subramania; Pulak Bandyopadhyay (Int. J. Comput. Integr. Manuf., 2012)

Decision Forest for Root Cause Analysis of Intermittent Faults. - Satnam Singh; Halasya Siva Subramania; Steven W. Holland; Jason T. Davis (IEEE Trans. Syst. Man Cybern. Part C, 2012)

Large-scale Data Integration for Facilities Analytics: Challenges and Opportunities. - Balaje T. Thumati; Halasya Siva Subramania; Rajeev Shastri; Karthik Kalyana Kumar; Nicole Hessner; Vincent Villa; Aaron Page; David Followell (IEEE BigData, 2020)