J. Andrews

发表

Group and Basis Restricted Non-Negative Matrix Factorization and Random Forest for Molecular Histotype Classification and Raman Biomarker Monitoring in Breast Cancer

Jeffrey L. Andrews, A. Jirasek, A. Brolo, 2021, Applied spectroscopy.

Longitudinal linear combination test for gene set analysis

I. Dinu, E. Moez, Morteza Hajihosseini, 2019, BMC Bioinformatics.

teigen: An R Package for Model-Based Clustering and Classification via the Multivariate t Distribution

Paul D. McNicholas, Jeffrey L. Andrews, Nicholas M. Boers, 2018 .

Model-based clustering, classification, and discriminant analysis via mixtures of multivariate t-distributions

Paul D. McNicholas, Jeffrey L. Andrews, P. McNicholas, 2011, Statistics and Computing.

Extending mixtures of multivariate t-factor analyzers

P. McNicholas, J. Andrews, 2011, Stat. Comput..

Mixtures of modified t-factor analyzers for model-based clustering, classification, and discriminant

P. McNicholas, J. Andrews, 2011 .

Model-based classification via mixtures of multivariate t-distributions

Paul D. McNicholas, Jeffrey L. Andrews, Sanjeena Subedi, 2011, Comput. Stat. Data Anal..

Monitor Ionizing Radiation-Induced Cellular Responses with Raman Spectroscopy, Non-Negative Matrix Factorization, and Non-Negative Least Squares

A. Jirasek, A. Brolo, Xinchen Deng, 2020, Applied spectroscopy.

Raman microspectroscopy and machine learning for use in identifying radiation-induced lung toxicity

Jeffrey L. Andrews, A. Jirasek, Xinchen Deng, 2022, PloS one.

Raman spectroscopy and group and basis-restricted non negative matrix factorisation identifies radiation induced metabolic changes in human cancer cells

Jeffrey L. Andrews, A. Jirasek, A. Brolo, 2021, Scientific Reports.

Radiation treatment response and hypoxia biomarkers revealed by machine learning assisted Raman spectroscopy in tumour cells and xenograft tissues.

A. Jirasek, A. Brolo, Xinchen Deng, 2022, In Analysis.

Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts

Jeffrey L. Andrews, A. Jirasek, Kirsty Milligan, 2023, Scientific Reports.

Prediction of disease progression indicators in prostate cancer patients receiving HDR-brachytherapy using Raman spectroscopy and semi-supervised learning: a pilot study

Jeffrey L. Andrews, J. Crook, A. Jirasek, 2022, Scientific Reports.

Statistical inference for sketching algorithms

R. Browne, J. Andrews, 2023, 2306.03593.

On Assessments of Agreement Between Fuzzy Partitions

R. Browne, J. Andrews, Chelsey D. Hvingelby, 2022, Journal of Classification.

Assessing the variability of posterior probabilities in Gaussian model-based clustering

Ryan P. Browne, Jeffrey L. Andrews, Yuchi Zhang, 2021, Commun. Stat. Simul. Comput..

Addressing overfitting and underfitting in Gaussian model-based clustering

Jeffrey L. Andrews, J. Andrews, 2018, Comput. Stat. Data Anal..

Using evolutionary algorithms for model-based clustering

Paul D. McNicholas, Jeffrey L. Andrews, P. McNicholas, 2013, Pattern Recognit. Lett..

A bootstrap‐augmented alternating expectation‐conditional maximization algorithm for mixtures of factor analyzers

Jeffrey L. Andrews, Phillip Shreeves, P. Shreeves, 2019, Stat.

Variable Selection for Clustering and Classification

Jeffrey L. Andrews, P. McNicholas, J. Andrews, 2013, Journal of Classification.

Variable Selection for Clustering and Classification

Paul D. McNicholas, Jeffrey L. Andrews, P. McNicholas, 2013, J. Classif..

An artificial bee colony algorithm for mixture model-based clustering

Jeffrey L. Andrews, A. Culos, H. Afshari, 2020, Commun. Stat. Simul. Comput..

Reconstruction of Raman Spectra of Biochemical Mixtures Using Group and Basis Restricted Non-Negative Matrix Factorization

A. Jirasek, A. Brolo, Kirsty Milligan, 2023, Applied spectroscopy.

Nonnegative Matrix Factorization with Group and Basis Restrictions

Jeffrey L. Andrews, Phillip Shreeves, Xinchen Deng, 2021, Statistics in Biosciences.

Longitudinal linear combination test for gene set analysis

Jeffrey L. Andrews, Elham Khodayari Moez, Morteza Hajihosseini, 2019, BMC Bioinformatics.