A cyber-physical system approach for photovoltaic array monitoring and control. - Sunil Rao; Sameeksha Katoch; Pavan K. Turaga; Andreas Spanias; Cihan Tepedelenlioglu; Raja Ayyanar 001; Henry Braun; Jongmin Lee 003; Uday Shankar Shanthamallu; Mahesh K. Banavar; Devarajan Srinivasan (IISA, 2017)

A brief survey of machine learning methods and their sensor and IoT applications. - Uday Shankar Shanthamallu; Andreas Spanias; Cihan Tepedelenlioglu; Mike Stanley (IISA, 2017)

Online Machine Learning Experiments in HTML5. - Abhinav Dixit; Uday Shankar Shanthamallu; Andreas Spanias; Visar Berisha; Mahesh K. Banavar (FIE, 2018)

Optimizing Activity Detection via Sensor Fusion. - Farib Khondoker; Trevor Thornton; Andreas Spanias; Uday Shankar Shanthamallu (IISA, 2018)

Attention Models with Random Features for Multi-layered Graph Embeddings. - Uday Shankar Shanthamallu; Jayaraman J. Thiagarajan; Huan Song; Andreas Spanias (CoRR, 2018)

Improving Robustness of Attention Models on Graphs. - Uday Shankar Shanthamallu; Jayaraman J. Thiagarajan; Andreas Spanias (CoRR, 2018)

Introducing Machine Learning in Undergraduate DSP Classes. - Uday Shankar Shanthamallu; Sunil Rao; Abhinav Dixit; Vivek Sivaraman Narayanaswamy; Jie Fan; Andreas Spanias (ICASSP, 2019)

A Regularized Attention Mechanism for Graph Attention Networks. - Uday Shankar Shanthamallu; Jayaraman J. Thiagarajan; Andreas Spanias (ICASSP, 2020)

GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models. - Uday Shankar Shanthamallu; Jayaraman J. Thiagarajan; Huan Song; Andreas Spanias (IEEE Trans. Neural Networks Learn. Syst., 2020)

Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks. - Uday Shankar Shanthamallu; Jayaraman J. Thiagarajan; Andreas Spanias (AAAI, 2021)

Machine and Deep Learning Algorithms and Applications - Uday Shankar Shanthamallu; Andreas Spanias (Morgan & Claypool Publishers, 2021)

Instruction Tools for Signal Processing and Machine Learning for Ion-Channel Sensors. - Prasanna Sattigeri; Jayaraman J. Thiagarajan; Karthikeyan Ramamurthy; Andreas Spanias; Mahesh K. Banavar; Abhinav Dixit; Jie Fan; Mohit Malu; Kristen Jaskie; Sunil Rao; Uday Shankar Shanthamallu; Vivek Sivaraman Narayanaswamy; et al. (Int. J. Virtual Pers. Learn. Environ., 2022)