J. Derek Tucker

16 papers Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Explainable Pipeline for Machine Learning with Functional Data.
CoRR
Katherine Goode, J. Derek Tucker, Daniel Ries, Heike Hofmann
2025 — conf
Conformal Anomaly Detection for Functional Data with Elastic Distance Metrics.
COPA
Jason Adams, Brandon Berman, Joshua Michalenko, J. Derek Tucker
2025 J jnl
Elastic Bayesian Model Calibration.
SIAM/ASA J. Uncertain. Quantification
Devin Francom, J. Derek Tucker, Gabriel Huerta, Kurtis Shuler, Daniel Ries
2023 J jnl
A Framework for Inverse Prediction Using Functional Response Data.
J. Comput. Inf. Sci. Eng.
Daniel Ries, Adah Zhang, J. Derek Tucker, Kurtis Shuler, Madeline Ausdemore
2022 J jnl
Dimensionality Reduction using Elastic Measures.
CoRR
J. Derek Tucker, Matthew T. Martinez, Jose M. Laborde
2021 J jnl
Elastic Depths for Detecting Shape Anomalies in Functional Data.
Technometrics
Trevor Harris, J. Derek Tucker, Bo Li, Lyndsay Shand
2021 — conf
Faster classification using compression analytics.
ICDM (Workshops)
Christina L. Ting, Nicholas Johnson, Uzoma Onunkwo, J. Derek Tucker
2021 J jnl
Multimodal Bayesian registration of noisy functions using Hamiltonian Monte Carlo.
Comput. Stat. Data Anal.
J. Derek Tucker, Lyndsay Shand, Kenny Chowdhary
2020 J jnl
A Deterministic Hitting-Time Moment Approach to Seed-set Expansion over a Graph.
CoRR
Alexander H. Foss, Richard B. Lehoucq, W. Zachary Stuart, J. Derek Tucker, Jonathan W. Berry
2020 J jnl
Regression models using shapes of functions as predictors.
Comput. Stat. Data Anal.
Kyungmin Ahn, J. Derek Tucker, Wei Wu, Anuj Srivastava
2019 J jnl
Elastic functional principal component regression.
Stat. Anal. Data Min.
J. Derek Tucker, John R. Lewis, Anuj Srivastava
2018 — conf
Elastic Handling of Predictor Phase in Functional Regression Models.
CVPR Workshops
Kyungmin Ahn, J. Derek Tucker, Wei Wu, Anuj Srivastava
2017 J jnl
Variability of Ventricular Repolarization Dispersion Quantified by Time-Warping the Morphology of the T-Waves.
IEEE Trans. Biomed. Eng.
Julia Ramírez, Michele Orini, J. Derek Tucker, Esther Pueyo, Pablo Laguna
2016 — conf
An Index for T-wave Pointwise Amplitude Variability Quantification.
CinC
Julia Ramírez, Michele Orini, J. Derek Tucker, Esther Pueyo, Pablo Laguna
2016 J jnl
Estimation of linear target-layer trajectories using cluttered point cloud data.
Comput. Stat. Data Anal.
Darshan W. Bryner, Fred W. Huffer, Michael Rosenthal, J. Derek Tucker, Anuj Srivastava
2013 J jnl
Generative models for functional data using phase and amplitude separation.
Comput. Stat. Data Anal.
J. Derek Tucker, Wei Wu, Anuj Srivastava