John A. Miller

Full Professor, School of Computing, University of Georgia

Joined

February 2025

Names

John A. Miller (Preferred)

Emails

****@uga.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Computing, University of Georgia (uga.edu)

1986 – Present

PhD student

Information and Computer Science, Georgia Institute of Technology (gatech.edu)

1980 – 1986

Undergrad student

Engineering Science and Applied Mathematics, Northwestern University (northwestern.edu)

1975 – 1980

Advisors, Relations & Conflicts

Coauthor

Lakshmish Ramaswamy

2008 – Present

Coauthor

I. Budak Arpinar

1999 – Present

PhD Advisor

Nancy D. Griffeth

1984 – Present

Expertise

foundation model

2022 – Present

deep learning

2016 – Present

time series forecasting

2014 – Present

Publications

A Survey of Deep Learning and Foundation Models for Time Series Forecasting
John A. Miller, Mohammed Aldosari, Farah Saeed, Nasid Habib Barna, Subas Rana, Ismailcem Budak Arpinar, Ninghao Liu
- CoRR 2024
- Readers: Everyone
How Effective are Time Series Models for Pandemic Forecasting?
Subas Rana, John A. Miller, John Nesbit, Nasid Habib Barna, Mohammed Aldosari, Ismailcem Budak Arpinar
- BigData 2024
- Readers: Everyone
Microscopic Vehicular Traffic Simulation: Toward Online Calibration
Yulong Wang, John A. Miller, Casey Bowman
- WSC 2023
- Readers: Everyone
Classification Using Deep Transfer Learning on Structured Healthcare Data
Ayda Farhadi, David Chen, Rozalina G. McCoy, Christopher Scott, Ping Ma, Celine M. Vachon, Jingyi Zhang, Che Ngufor, John A. Miller
- SSCI 2023
- Readers: Everyone
Exploring the Predictive Power of Correlation and Mutual Information in Attention Temporal Graph Convolutional Network for COVID-19 Forecasting
Subas Rana, Nasid Habib Barna, John A. Miller
- BigData 2023
- Readers: Everyone
Knowledge Enhanced Deep Learning: Application to Pandemic Prediction
John A. Miller, Nasid Habib Barna, Subas Rana, Ismailcem Budak Arpinar, Ninghao Liu
- CIC 2023
- Readers: Everyone
On Transformer Autoregressive Decoding for Multivariate Time Series Forecasting
Mohammed Aldosari, John A. Miller
- ESANN 2023
- Readers: Everyone
Decoding the Alphabet Soup of Degrees in the United States Postsecondary Education System Through Hybrid Method: Database and Text Mining
Sahar Voghoei, James M. Byars, John A. Miller, Khaled Rasheed, Hamid A. Arabnia
- CoRR 2023
- Readers: Everyone
Research Directions in Process Modeling and Mining Using Knowledge Graphs and Machine Learning
John A. Miller, Rezwan Mahmud
- SCC 2022
- Readers: Everyone
EXPANSE: A Deep Continual / Progressive Learning System for Deep Transfer Learning
Mohammadreza Iman, John A. Miller, Khaled Rasheed, Robert Maribe Branch, Hamid R. Arabnia
- CoRR 2022
- Readers: Everyone

View all 150 publications

Co-Authors

View all 249 co-authors