Meredith Franklin

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Quality Assessment

Relational Domains

Gradient Boosting

Top Venues

Publications

Lianfa Li, Roxana Khalili, Frederick W. Lurmann, Nathan Pavlovic, Jun Wu, Yan Xu, Yisi Liu, Karl O'Sharkey, Beate Ritz, Luke Oman, Meredith Franklin, Theresa Bastain, Shohreh F. Farzan, Carrie Breton, Rima Habre
Physics-Informed Deep Learning to Reduce the Bias in Joint Prediction of Nitrogen Oxides. CoRR (2023)
Xiaozhe Yin, Masoud Fallah Shorshani, Rob McConnell, Scott Fruin, Yao-Yi Chiang, Meredith Franklin
Quantile Extreme Gradient Boosting for Uncertainty Quantification. CoRR (2023)
Khang Chau, Meredith Franklin, Huikyo Lee, Michael J. Garay, Olga V. Kalashnikova
Temporal and Spatial Autocorrelation as Determinants of Regional AOD-PM2.5 Model Performance in the Middle East. Remote. Sens. 13 (18) (2021)
Kenan Li, Huiyu Deng, John Morrison, Rima Habre, Meredith Franklin, Yao-Yi Chiang, Katherine Sward, Frank D. Gilliland, José Luis Ambite, Sandrah P. Eckel
W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets. Sensors 21 (17) (2021)
Yijun Lin, Yao-Yi Chiang, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction. CoRR (2021)
Khang Chau, Meredith Franklin, W. James Gauderman
Satellite-Derived PM2.5 Composition and Its Differential Effect on Children's Lung Function. Remote. Sens. 12 (6) (2020)
Meytar Sorek-Hamer, Meredith Franklin, Khang Chau, Michael J. Garay, Olga V. Kalashnikova
Spatiotemporal Characteristics of the Association between AOD and PM over the California Central Valley. Remote. Sens. 12 (4) (2020)
Yijun Lin, Yao-Yi Chiang, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite
Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction. ICDM (2020)
Yao-Yi Chiang, Yijun Lin, Meredith Franklin, Sandrah P. Eckel, José Luis Ambite, Wei-Shinn Ku
Building Explainable Predictive Analytics for Location-Dependent Time-Series Data. CogMI (2019)
Meredith Franklin, Olga V. Kalashnikova, Michael J. Garay, Scott Fruin
Characterization of Subgrid-Scale Variability in Particulate Matter with Respect to Satellite Aerosol Observations. Remote. Sens. 10 (4) (2018)
Meredith Franklin, Khang Chau, Olga V. Kalashnikova, Michael J. Garay, Temuulen Enebish, Meytar Sorek-Hamer
Using Multi-Angle Imaging SpectroRadiometer Aerosol Mixture Properties for Air Quality Assessment in Mongolia. Remote. Sens. 10 (8) (2018)