Παρακολούθηση
Uday Shankar Shanthamallu
Uday Shankar Shanthamallu
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα asu.edu
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Παρατίθεται από
Παρατίθεται από
Έτος
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
3392017
GrAMME: Semi-Supervised Learning using Multi-layered Graph Attention Models
US Shanthamallu, JJ Thiagarajan, H Song, A Spanias
arXiv preprint arXiv:1810.01405, 2018
392018
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
382019
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
372017
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
252020
Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks
US Shanthamallu, JJ Thiagarajan, A Spanias
arXiv preprint arXiv:2009.14455, 2020
172020
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
162019
Machine and Deep Learning Algorithms and Applications
US Shanthamallu, A Spanias
Synthesis Lectures on Signal Processing 12 (3), 1-123, 2021
142021
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
82018
Improving robustness of attention models on graphs
US Shanthamallu, JJ Thiagarajan, A Spanias
arXiv preprint arXiv:1811.00181, 2018
72018
Introduction to Machine Learning
US Shanthamallu, A Spanias
Machine and Deep Learning Algorithms and Applications, 1-8, 2022
62022
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
Machine and Deep Learning Applications
US Shanthamallu, A Spanias
Machine and Deep Learning Algorithms and Applications, 59-72, 2022
42022
Modeling Human Brain Connectomes using Structured Neural Networks
US Shanthamallu, Q Li, JJ Thiagarajan, R Anirudh, A Kaplan, T Bremer
4*
Neural Networks and Deep Learning
US Shanthamallu, A Spanias
Machine and Deep Learning Algorithms and Applications, 43-57, 2022
32022
Optimizing Activity Detection via Sensor Fusion
F Khondoker, T Thornton, A Spanias, US Shanthamallu
2018 9th International Conference on Information, Intelligence, Systems and …, 2018
32018
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
Instruction Tools for Signal Processing and Machine Learning for Ion-Channel Sensors
P Sattigeri, J Thiagarajan, K Ramamurthy, A Spanias, M Banavar, A Dixit, ...
International Journal of Virtual and Personal Learning Environments (IJVPLE …, 2022
12022
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
Conclusion and Future Directions
US Shanthamallu, A Spanias
Machine and Deep Learning Algorithms and Applications, 73-75, 2022
2022
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