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John A. Miller
John A. Miller
Professor of Computer Science, University of Georgia
Verified email at cs.uga.edu - Homepage
Title
Cited by
Cited by
Year
A survey of deep learning and foundation models for time series forecasting
JA Miller, M Aldosari, F Saeed, NH Barna, S Rana, IB Arpinar, N Liu
arXiv preprint arXiv:2401.13912, 2024
92024
Microscopic Vehicular Traffic Simulation: Toward Online Calibration
Y Wang, JA Miller, C Bowman
2023 Winter Simulation Conference (WSC), 2638-2649, 2023
2023
Classification Using Deep Transfer Learning on Structured Healthcare Data
A Farhadi, D Chen, R McCoy, C Scott, P Ma, CM Vachon, J Zhang, ...
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 1560-1565, 2023
2023
Knowledge Enhanced Deep Learning: Application to Pandemic Prediction
JA Miller, NH Barna, S Rana, IB Arpinar, N Liu
2023 IEEE 9th International Conference on Collaboration and Internet …, 2023
12023
Exploring the predictive power of correlation and mutual information in attention temporal graph convolutional network for COVID-19 forecasting
S Rana, NH Barna, JA Miller
International Conference on Big Data, 18-33, 2023
22023
On Transformer Autoregressive Decoding for Multivariate Time Series Forecasting
M Aldosari, JA Miller
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2023
12023
Introduction to Computational Data Science Using ScalaTion
JA Miller
Technical report, The University of Georgia, 2023
22023
EXPANSE: A Continual and Progressive Learning System for Deep Transfer Learning
M Iman, JA Miller, K Rasheed, RM Branch, HR Arabnia
2022 International Conference on Computational Science and Computational …, 2022
32022
Microscopic Vehicular Traffic Simulation: Comparison of Calibration Techniques
C Bowman, JA Miller, Y Wang
2022 Winter Simulation Conference (WSC), 2234-2245, 2022
32022
Research directions in process modeling and mining using knowledge graphs and machine learning
JA Miller, R Mahmud
International Conference on Services Computing, 86-100, 2022
42022
Efficient Clustering of Software Vulnerabilities using Self Organizing Map (SOM)
K Panchal, SS Das, L De La Torre, J Miller, R Rallo, M Halappanavar
2022 IEEE International Symposium on Technologies for Homeland Security (HST …, 2022
2022
Expanse: A deep continual/progressive learning system for deep transfer learning
M Iman
University of Georgia, 2022
22022
Enhance COVID-19 Mortality Prediction with Human Mobility Trend and Medical Information
Y Chaudhari, I Javeri, I Arpinar, JA Miller, X Li, B Li, Y Ke, M Toutiaee, ...
2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th …, 2021
2021
Improving neural networks for time-series forecasting using data augmentation and AutoML
IY Javeri, M Toutiaee, IB Arpinar, JA Miller, TW Miller
2021 IEEE Seventh International Conference on Big Data Computing Service and …, 2021
242021
Improving COVID-19 forecasting using exogenous variables
M Toutiaee, X Li, Y Chaudhari, S Sivaraja, A Venkataraj, I Javeri, Y Ke, ...
arXiv preprint arXiv:2107.10397, 2021
62021
Gaussian function on response surface estimation
M Toutiaee, JA Miller
2020 IEEE International Conference on Big Data (Big Data), 1097-1102, 2020
42020
Stereotype-free classification of fictitious faces
M Toutiaee, S Amirian, JA Miller, S Li
arXiv preprint arXiv:2005.02157, 2020
82020
Video contents understanding using deep neural networks
M Toutiaee, A Keshavarzi, A Farahani, JA Miller
arXiv preprint arXiv:2004.13959, 2020
92020
Introduction to Data Science Using ScalaTion Release 2
JA Miller
2020
Traffic Incident Detection from Massive Multivariate Time-Series Data
N Sterling, JA Miller
Cognitive Computing–ICCC 2020: 4th International Conference, Held as Part of …, 2020
2020
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