Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder. - Pankaj Malhotra; Vishnu TV; Anusha Ramakrishnan; Gaurangi Anand; Lovekesh Vig; Puneet Agarwal; Gautam Shroff (CoRR, 2016)

TimeNet: Pre-trained deep recurrent neural network for time series classification. - Pankaj Malhotra; Vishnu TV; Lovekesh Vig; Puneet Agarwal; Gautam Shroff (ESANN, 2017)

Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks. - Narendhar Gugulothu; Vishnu TV; Pankaj Malhotra; Lovekesh Vig; Puneet Agarwal; Gautam Shroff (CoRR, 2017)

Online anomaly detection with concept drift adaptation using recurrent neural networks. - Sakti Saurav; Pankaj Malhotra; Vishnu TV; Narendhar Gugulothu; Lovekesh Vig; Puneet Agarwal; Gautam Shroff (COMAD/CODS, 2018)

Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters. - Kaushal Paneri; Vishnu TV; Pankaj Malhotra; Lovekesh Vig; Gautam Shroff (AAAI, 2019)

Meta-Learning for Black-Box Optimization. - Vishnu TV; Pankaj Malhotra; Jyoti Narwariya; Lovekesh Vig; Gautam Shroff (ECML/PKDD (2), 2019)

Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models. - Vishnu TV; Diksha Garg; Pankaj Malhotra; Lovekesh Vig; Gautam Shroff (CoRR, 2019)

Meta-Learning for Few-Shot Time Series Classification. - Jyoti Narwariya; Pankaj Malhotra; Lovekesh Vig; Gautam Shroff; Vishnu TV (COMAD/CODS, 2020)

Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation. - Jyoti Narwariya; Pankaj Malhotra; Vishnu TV; Lovekesh Vig; Gautam Shroff (CoRR, 2020)

Automatic diagnosis of diabetic retinopathy with the aid of adaptive average filtering with optimized deep convolutional neural network. - Vishnu TV; Ranjith V. Ravi; A Reema Mathew; Anoop Balakrishnan Kadan; Perumal Sankar Subbian (Int. J. Imaging Syst. Technol., 2020)

Re-Imagining data analytics software development. - Asha Rajbhoj; Prateek Dhawan; Vishnu TV; Pankaj Malhotra; Vinay Kulkarni 001 (ISEC, 2021)