Santhosh Kumar Varanasi

Mixture robust semi-supervised probabilistic principal component regression with missing input data

Alireza Memarian, Santhosh Kumar Varanasi, Biao Huang · Chemometrics and Intelligent Laboratory Systems · 2021 · 25 citations

Latent Modeling, Engineering, Machine Learning +9

Nuclear norm subspace identification of continuous time state–space models with missing outputs

Santhosh Kumar Varanasi, Phanindra Jampana · Control Engineering Practice · 2019 · 20 citations

Spectral Theory, State Estimation, Parameter Identification +5

Kalman Filter-Based Convolutional Neural Network for Robust Tracking of Froth-Middling Interface in a Primary Separation Vessel in Presence of Occlusions

F. Amjad, Santhosh Kumar Varanasi, Biao Huang · IEEE Transactions on Instrumentation and Measurement · 2021 · 12 citations

Image Classification, Convolutional Neural Network, Machine Vision +14

Sparse Inverse Covariance Estimation for Causal Inference in Process Data Analytics

Arun Senthil Sundaramoorthy, Santhosh Kumar Varanasi, Biao Huang et al. · IEEE Transactions on Control Systems Technology · 2021 · 12 citations

Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning

Hongtian Chen, Oguzhan Dogru, Santhosh Kumar Varanasi et al. · IEEE Transactions on Cognitive and Developmental Systems · 2022 · 11 citations