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Jeffrey L. Andrews
Observed names:
Andrews, Jeffrey L.,
J. Andrews,
J.L. Andrews,
Jeffrey L Andrews
Institutions:
University of British Columbia, Okanagan Campus,
Okanagan University College
Observed institutions:
University of British Columbia,
University of British Columbia, Okanagan Campus,
University of Guelph,
Okanagan University College
ORCID:
0000-0001-6521-5780
Observed ORCID:
0000-0001-6521-5780
OpenAlex ID:
A5046482020
Model-based clustering, classification, and discriminant analysis via mixtures of multivariate t-distributions
2011
·
Jeffrey L. Andrews
, Paul D. McNicholas
·
Statistics and Computing
·
147
Extending mixtures of multivariate t-factor analyzers
2010
·
Jeffrey L. Andrews
, Paul D. McNicholas
·
Statistics and Computing
·
130
Model-based classification via mixtures of multivariate -distributions
2010
·
Jeffrey L. Andrews
, Paul D. McNicholas
, et al.
·
Computational Statistics & Data Analysis
·
90
Mixtures of modified t-factor analyzers for model-based clustering, classification, and discriminant analysis
2010
·
Jeffrey L. Andrews
, Paul D. McNicholas
·
Journal of Statistical Planning and Inference
·
63
teigen: An R Package for Model-Based Clustering and Classification via the Multivariate t Distribution
2018
·
Jeffrey L. Andrews
, Jaymeson R. Wickins
, et al.
·
Journal of Statistical Software
·
62
PDF
Variable Selection for Clustering and Classification
2013
·
Jeffrey L. Andrews
, Paul D. McNicholas
·
Journal of Classification
·
60
Addressing overfitting and underfitting in Gaussian model-based clustering
2018
·
Jeffrey L. Andrews
·
Computational Statistics & Data Analysis
·
38
Raman spectroscopy and group and basis-restricted non negative matrix factorisation identifies radiation induced metabolic changes in human cancer cells
2021
·
Kirsty Milligan
, Xinchen Deng
, et al.
·
Scientific Reports
·
29
PDF
Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts
2023
·
Alejandra M. Fuentes
, Apurva Narayan
, et al.
·
Scientific Reports
·
25
PDF
Monitor Ionizing Radiation-Induced Cellular Responses with Raman Spectroscopy, Non-Negative Matrix Factorization, and Non-Negative Least Squares
2020
·
Xinchen Deng
, Ramie Ali-Adeeb
, et al.
·
Applied Spectroscopy
·
23
Using evolutionary algorithms for model-based clustering
2013
·
Jeffrey L. Andrews
, Paul D. McNicholas
·
Pattern Recognition Letters
·
20
Stratification of tumour cell radiation response and metabolic signatures visualization with Raman spectroscopy and explainable convolutional neural network
2024
·
Alejandra M. Fuentes
, Kirsty Milligan
, et al.
·
The Analyst
·
19
Group and Basis Restricted Non-Negative Matrix Factorization and Random Forest for Molecular Histotype Classification and Raman Biomarker Monitoring in Breast Cancer
2021
·
Xinchen Deng
, Kirsty Milligan
, et al.
·
Applied Spectroscopy
·
19
PDF
Radiation treatment response and hypoxia biomarkers revealed by machine learning assisted Raman spectroscopy in tumour cells and xenograft tissues
2022
·
Xinchen Deng
, Kirsty Milligan
, et al.
·
The Analyst
·
14
PDF
Raman spectroscopy and supervised learning as a potential tool to identify high‐dose‐rate ‐brachytherapy induced biochemical profiles of prostate cancer
2022
·
Kirsty Milligan
, Samantha J. Van Nest
, et al.
·
Journal of Biophotonics
·
13
Nonnegative Matrix Factorization with Group and Basis Restrictions
2023
·
Phillip Shreeves
, Jeffrey L. Andrews
, et al.
·
Statistics in Biosciences
·
11
PDF
Prediction of disease progression indicators in prostate cancer patients receiving HDR-brachytherapy using Raman spectroscopy and semi-supervised learning: a pilot study
2022
·
Kirsty Milligan
, Xinchen Deng
, et al.
·
Scientific Reports
·
11
PDF
Systematic review of the life cycle optimization literature, and recommendations for performance of life cycle optimization studies
2024
·
I. Turner
, N. Bamber
, et al.
·
Renewable and Sustainable Energy Reviews
·
9
Raman microspectroscopy and machine learning for use in identifying radiation-induced lung toxicity
2022
·
Ramie N. Ali-Adeeb
, Phil Shreeves
, et al.
·
PLoS ONE
·
6
PDF
Metabolic profiling of murine radiation-induced lung injury with Raman spectroscopy and comparative machine learning
2024
·
Mitchell Wiebe
, Kirsty Milligan
, et al.
·
The Analyst
·
5
PDF
An artificial bee colony algorithm for mixture model-based clustering
2020
·
Anthony E. Culos
, Jeffrey L. Andrews
, et al.
·
Communications in Statistics - Simulation and Computation
·
5
Materials informatics of woven fabric composites: Effect of different dimensionality reduction and learning methods
2022
·
T. Olfatbakhsh
, J.L. Andrews
, et al.
·
Materials Today Communications
·
4
On Assessments of Agreement Between Fuzzy Partitions
2022
·
Jeffrey L. Andrews
, Ryan Browne
, et al.
·
Journal of Classification
·
4
Longitudinal linear combination test for gene set analysis
2019
·
Elham Khodayari Moez
, Morteza Hajihosseini
, et al.
·
BMC Bioinformatics
·
4
PDF
vscc: Variable Selection for Clustering and Classification
2013
·
Jeffrey L. Andrews
, Mackenzie R. Neal
, et al.
·
4
PDF
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Works count:
71
Citation count:
830
H-index:
14
I10-index:
17
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