Uday Shankar Shanthamallu
Title
Cited by
Cited by
Year
A brief survey of machine learning methods and their sensor and IoT applications
US Shanthamallu, A Spanias, C Tepedelenlioglu, M Stanley
2017 8th International Conference on Information, Intelligence, Systems …, 2017
1772017
A cyber-physical system approach for photovoltaic array monitoring and control
S Rao, S Katoch, P Turaga, A Spanias, C Tepedelenlioglu, R Ayyanar, ...
2017 8th International Conference on Information, Intelligence, Systems …, 2017
272017
GrAMME: Semi-Supervised Learning using Multi-layered Graph Attention Models
US Shanthamallu, JJ Thiagarajan, H Song, A Spanias
arXiv preprint arXiv:1810.01405, 2018
152018
GrAMME: Semisupervised Learning Using Multilayered Graph Attention Models
US Shanthamallu, JJ Thiagarajan, H Song, A Spanias
IEEE transactions on neural networks and learning systems, 2019
142019
Online Machine Learning Experiments in HTML5
A Dixit, US Shanthamallu, A Spanias, V Berisha, M Banavar
2018 IEEE Frontiers in Education Conference (FIE), 1-5, 2018
122018
A regularized attention mechanism for graph attention networks
US Shanthamallu, JJ Thiagarajan, A Spanias
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
82020
Introducing Machine Learning in Undergraduate DSP Classes
US Shanthamallu, S Rao, A Dixit, VS Narayanaswamy, J Fan, A Spanias
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
72019
The sensor signal and information processing REU site
AS Spanias, JMB Christen, TJ Thornton, KS Anderson, M Goryll, HM Arafa, ...
ASEE Annual Conference and Exposition, Conference Proceedings 2018, 2018
62018
Improving robustness of attention models on graphs
US Shanthamallu, JJ Thiagarajan, A Spanias
arXiv preprint arXiv:1811.00181, 2018
52018
Multidisciplinary modules on sensors and machine learning
A Dixit, US Shanthamallu, AS Spanias, S Rao, S Katoch, MK Banavar, ...
ASEE Annual Conference and Exposition, Conference Proceedings 2018, 2018
5*2018
Attention models with random features for multi-layered graph embeddings
US Shanthamallu, JJ Thiagarajan, H Song, A Spanias
arXiv preprint arXiv:1810.01405, 2018
22018
Board 162: Online Modules to Introduce Students to Solar Array Control using Neural Nets
VS Narayanaswamy, US Shanthamallu, A Dixit, S Rao, R Ayyanar, ...
2019 ASEE Annual Conference & Exposition, 2019
12019
Optimizing Activity Detection via Sensor Fusion
F Khondoker, T Thornton, A Spanias, US Shanthamallu
2018 9th International Conference on Information, Intelligence, Systems and …, 2018
12018
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks
US Shanthamallu, JJ Thiagarajan, A Spanias
arXiv preprint arXiv:2009.14455, 2020
2020
Systems and methods for a supra-fusion graph attention model for multi-layered embeddings and deep learning applications
U Shanthamallu, J Thiagarajan, A Spanias, H Song
US Patent App. 16/740,072, 2020
2020
Systems and methods for a supra-graph based attention model for multi-layered embeddings and deep learning applications
U Shanthamallu, J Thiagarajan, A Spanias, H Song
US Patent App. 16/739,824, 2020
2020
Online Modules to Introduce Students to Solar Array Control using Neural Nets
VS Narayanaswamy, US Shanthamallu, A Dixit, S Rao, R Ayyanar, ...
ASEE Annual Conference and Exposition, Conference Proceedings, 2019
2019
Board 78: The Sensor Signal and Information Processing REU Site
AS Spanias, JMB Christen, TJ Thornton, KS Anderson, M Goryll, HM Arafa, ...
2018 ASEE Annual Conference & Exposition, 2018
2018
Activity Detection and Exercise Routine Optimization via Sensor Fusion
FKT Thornton, A Spanias, US Shanthamallu, REU SenSIP
Nanopore Sensor Devices and Algorithms
W Kendall, U Shanthamallu, M Goryll, A Spanias, T Thornton
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Articles 1–20