Thomas Brendan Murphy

Research interests

Publications

• Model-Based Clustering, Classification, and Density Estimation Using mclust in R

  Journal · 2023 · https://doi.org/10.1201/9781003277965

• Model-Based Clustering and Classification for Data Science

  Cambridge University Press eBooks · 2019 · https://doi.org/10.1017/9781108644181

• Variable selection methods for model-based clustering

  Statistics Surveys · 2018 · https://doi.org/10.1214/18-ss119

• mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models

  The R Journal · 2016 · https://doi.org/10.32614/rj-2016-021

• Challenges with applying vulnerability prediction models

  Journal · 2015 · https://doi.org/10.1145/2746194.2746198

• Review of statistical network analysis: models, algorithms, and software

  Statistical Analysis and Data Mining The ASA Data Science Journal · 2012 · https://doi.org/10.1002/sam.11146

• "Not my bug!" and other reasons for software bug report reassignments

  ACM Conference on Computer Supported Cooperative Work (CSCW) · 2011 · https://doi.org/10.1145/1958824.1958887

• Don't touch my code!

  Journal · 2011 · https://doi.org/10.1145/2025113.2025119

• Novel Glycan Biomarkers for the Detection of Lung Cancer

  Journal of Proteome Research · 2011 · https://doi.org/10.1021/pr101034t

• Desulfovibrio Bacterial Species Are Increased in Ulcerative Colitis

  Diseases of the Colon & Rectum · 2010 · https://doi.org/10.1007/dcr.0b013e3181f1e620

• Change Bursts as Defect Predictors

  IEEE International Symposium on Software Reliability Engineering (ISSRE) · 2010 · https://doi.org/10.1109/issre.2010.25

• Model‐based clustering of longitudinal data

  Canadian Journal of Statistics · 2010 · https://doi.org/10.1002/cjs.10047

• Model-based clustering of microarray expression data via latent Gaussian mixture models

  Bioinformatics · 2010 · https://doi.org/10.1093/bioinformatics/btq498

• Characterizing and predicting which bugs get fixed

  Journal · 2010 · https://doi.org/10.1145/1806799.1806871

• Putting It All Together: Using Socio-technical Networks to Predict Failures

  Journal · 2009 · https://doi.org/10.1109/issre.2009.17

• Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models

  Computational Statistics & Data Analysis · 2009 · https://doi.org/10.1016/j.csda.2009.02.011

• Does distributed development affect software quality? An empirical case study of Windows Vista

  Journal · 2009 · https://doi.org/10.1109/icse.2009.5070550

• Parsimonious Gaussian mixture models

  Statistics and Computing · 2008 · https://doi.org/10.1007/s11222-008-9056-0

• The influence of organizational structure on software quality

  Journal · 2008 · https://doi.org/10.1145/1368088.1368160

• Can developer-module networks predict failures?

  Journal · 2008 · https://doi.org/10.1145/1453101.1453105

• Mixtures of distance-based models for ranking data

  Computational Statistics & Data Analysis · 2003 · https://doi.org/10.1016/s0167-9473(02)00165-2

• Genetical aspects of the cardio‐auditory syndrome of Jervell and Lange‐Nielsen (congenital deafness and electrocardiographic abnormalities)

  Annals of Human Genetics · 1964 · https://doi.org/10.1111/j.1469-1809.1964.tb00469.x

Current projects

No projects listed.