| 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 | 366 | 2017 |
| GrAMME: Semi-Supervised Learning using Multi-layered Graph Attention Models US Shanthamallu, JJ Thiagarajan, H Song, A Spanias arXiv preprint arXiv:1810.01405, 2018 | 44 | 2018 |
| 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 | 43 | 2019 |
| 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 | 37 | 2017 |
| 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 | 30 | 2020 |
| Machine and Deep Learning Algorithms and Applications US Shanthamallu, A Spanias Synthesis Lectures on Signal Processing 12 (3), 1-123, 2021 | 25 | 2021 |
| 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 | 20 | 2018 |
| Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks US Shanthamallu, JJ Thiagarajan, A Spanias arXiv preprint arXiv:2009.14455, 2020 | 19 | 2020 |
| 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 | 16 | 2019 |
| Introduction to Machine Learning US Shanthamallu, A Spanias Machine and Deep Learning Algorithms and Applications, 1-8, 2022 | 9 | 2022 |
| Machine and Deep Learning Applications US Shanthamallu, A Spanias Machine and Deep Learning Algorithms and Applications, 59-72, 2022 | 8 | 2022 |
| 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 | 7 | 2018 |
| Neural Networks and Deep Learning US Shanthamallu, A Spanias Machine and Deep Learning Algorithms and Applications, 43-57, 2022 | 6 | 2022 |
| 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 | 6* | 2018 |
| Improving robustness of attention models on graphs US Shanthamallu, JJ Thiagarajan, A Spanias arXiv preprint arXiv:1811.00181, 2018 | 5 | 2018 |
| Modeling Human Brain Connectomes using Structured Neural Networks US Shanthamallu, Q Li, JJ Thiagarajan, R Anirudh, A Kaplan, T Bremer | 5* | |
| 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 | 3 | 2020 |
| Optimizing Activity Detection via Sensor Fusion F Khondoker, T Thornton, A Spanias, US Shanthamallu 2018 9th International Conference on Information, Intelligence, Systems and …, 2018 | 3 | 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 | 2 | 2018 |
| 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 | 1 | 2022 |
Andreas SpaniasArizona State UniversityVerified email at asu.edu