J. Derek Tucker

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 12

Top Topics

Regression Model

Predictor Variables

Principal Component Regression

Top Venues

Comput. Stat. Data Anal.

Stat. Anal. Data Min.

J. Comput. Inf. Sci. Eng.

Publications

Daniel Ries, Adah Zhang, J. Derek Tucker, Kurtis Shuler, Madeline Ausdemore
A Framework for Inverse Prediction Using Functional Response Data. J. Comput. Inf. Sci. Eng. 23 (1) (2023)
J. Derek Tucker, Matthew T. Martinez, Jose M. Laborde
Dimensionality Reduction using Elastic Measures. CoRR (2022)
Christina Ting, Nicholas Johnson, Uzoma Onunkwo, J. Derek Tucker
Faster classification using compression analytics. ICDM (Workshops) (2021)
J. Derek Tucker, Lyndsay Shand, Kenny Chowdhary
Multimodal Bayesian registration of noisy functions using Hamiltonian Monte Carlo. Comput. Stat. Data Anal. 163 (2021)
Trevor Harris, J. Derek Tucker, Bo Li, Lyndsay Shand
Elastic Depths for Detecting Shape Anomalies in Functional Data. Technometrics 63 (4) (2021)
Alexander H. Foss, Richard B. Lehoucq, W. Zachary Stuart, J. Derek Tucker, Jonathan W. Berry
A Deterministic Hitting-Time Moment Approach to Seed-set Expansion over a Graph. CoRR (2020)
Kyungmin Ahn, J. Derek Tucker, Wei Wu, Anuj Srivastava
Regression models using shapes of functions as predictors. Comput. Stat. Data Anal. 151 (2020)
J. Derek Tucker, John R. Lewis, Anuj Srivastava
Elastic functional principal component regression. Stat. Anal. Data Min. 12 (2) (2019)
Kyungmin Ahn, J. Derek Tucker, Wei Wu, Anuj Srivastava
Elastic Handling of Predictor Phase in Functional Regression Models. CVPR Workshops (2018)
Julia Ramírez, Michele Orini, J. Derek Tucker, Esther Pueyo, Pablo Laguna
Variability of Ventricular Repolarization Dispersion Quantified by Time-Warping the Morphology of the T-Waves. IEEE Trans. Biomed. Eng. 64 (7) (2017)
Julia Ramírez, Michele Orini, J. Derek Tucker, Esther Pueyo, Pablo Laguna
An Index for T-wave Pointwise Amplitude Variability Quantification. CinC (2016)
Darshan Bryner, Fred W. Huffer, Michael Rosenthal, J. Derek Tucker, Anuj Srivastava
Estimation of linear target-layer trajectories using cluttered point cloud data. Comput. Stat. Data Anal. 102 (2016)
J. Derek Tucker, Wei Wu, Anuj Srivastava
Generative models for functional data using phase and amplitude separation. Comput. Stat. Data Anal. 61 (2013)