James Derek Tucker

According to our database, James Derek Tucker authored at least 19 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

An Explainable Pipeline for Machine Learning with Functional Data.

Katherine Goode, J. Derek Tucker, Daniel Ries, Heike Hofmann

CoRR, January, 2025

Elastic Bayesian Model Calibration.

Devin Francom, J. Derek Tucker, Gabriel Huerta, Kurtis Shuler, Daniel Ries

SIAM/ASA J. Uncertain. Quantification, 2025

2023

A Framework for Inverse Prediction Using Functional Response Data.

Daniel Ries, Adah Zhang, J. Derek Tucker, Kurtis Shuler, Madeline Ausdemore

J. Comput. Inf. Sci. Eng., 2023

CIEL∗Ch color map for visualization and analysis of sea ice motion.

Joel Upston, Deborah Sulsky, James Derek Tucker, Yawen Guan

J. Comput. Appl. Math., 2023

2022

Dimensionality Reduction using Elastic Measures.

J. Derek Tucker, Matthew T. Martinez, Jose M. Laborde

CoRR, 2022

2021

Elastic Depths for Detecting Shape Anomalies in Functional Data.

Trevor Harris, J. Derek Tucker, Bo Li, Lyndsay Shand

Technometrics, 2021

Multimodal Bayesian registration of noisy functions using Hamiltonian Monte Carlo.

J. Derek Tucker, Lyndsay Shand, Kenny Chowdhary

Comput. Stat. Data Anal., 2021

Faster classification using compression analytics.

Christina L. Ting, Nicholas Johnson, Uzoma Onunkwo, J. Derek Tucker

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Regression models using shapes of functions as predictors.

Kyungmin Ahn, J. Derek Tucker, Wei Wu, Anuj Srivastava

Comput. Stat. Data Anal., 2020

A Deterministic Hitting-Time Moment Approach to Seed-set Expansion over a Graph.

Alexander H. Foss, Richard B. Lehoucq, W. Zachary Stuart, J. Derek Tucker, Jonathan W. Berry

CoRR, 2020

2019

Elastic functional principal component regression.

J. Derek Tucker, John R. Lewis, Anuj Srivastava

Stat. Anal. Data Min., 2019

2018

Elastic Handling of Predictor Phase in Functional Regression Models.

Kyungmin Ahn, J. Derek Tucker, Wei Wu, Anuj Srivastava

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

Variability of Ventricular Repolarization Dispersion Quantified by Time-Warping the Morphology of the T-Waves.

Julia Ramírez, Michele Orini, J. Derek Tucker, Esther Pueyo, Pablo Laguna

IEEE Trans. Biomed. Eng., 2017

2016

Estimation of linear target-layer trajectories using cluttered point cloud data.

Darshan W. Bryner, Fred W. Huffer, Michael Rosenthal, J. Derek Tucker, Anuj Srivastava

Comput. Stat. Data Anal., 2016

An Index for T-wave Pointwise Amplitude Variability Quantification.

Julia Ramírez, Michele Orini, J. Derek Tucker, Esther Pueyo, Pablo Laguna

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2013

Generative models for functional data using phase and amplitude separation.

J. Derek Tucker, Wei Wu, Anuj Srivastava

Comput. Stat. Data Anal., 2013

2011

Compressive sensing for Gauss-Gauss detection.

James Derek Tucker, Nick Harold Klausner

Proceedings of the IEEE International Conference on Systems, 2011

Diffusion features for target specific recognition with synthetic aperture sonar raw signals and acoustic color.

Jason C. Isaacs, James Derek Tucker

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2009

Underwater Target Detection from Multi-Platform Sonar Imagery Using Multi-Channel Coherence Analysis.

Nick Harold Klausner, Mahmood R. Azimi-Sadjadi, James Derek Tucker

Proceedings of the IEEE International Conference on Systems, 2009