Steven Squires

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Negative Matrix Factorization

Latent Semantic Space

Minimum Description Length

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Publications

Stepan Romanov, Sacha Howell, Elaine Harkness, Megan Bydder, D. Gareth Evans, Steven Squires, Martin Fergie, Susan M. Astley
Artificial intelligence for image-based breast cancer risk prediction using attention. Medical Imaging: Computer-Aided Diagnosis (2023)
Steven Squires, Elaine F. Harkness, D. Gareth Evans, Susan M. Astley
The effect of variable labels on deep learning models trained to predict breast density. CoRR (2022)
Areej S. Aloufi, Abdulrahman AlNaeem, Abeer Almousa, Mehreen Malik, Amani Hashem, Fatina Altahan, Mahmoud Elsharkawi, Manal ElMahdy, Reham Altokhais, Sara Alsultan, Rasha Sahloul, Khaled Alzimami, Steven Squires, Elaine F. Harkness, Susan M. Astley
Breast density distribution among the Saudi screening population and correlation between radiologist visual assessment and two automated methods. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
A Variational Autoencoder for Probabilistic Non-Negative Matrix Factorisation. CoRR (2019)
Luis Montesdeoca, Steven Squires, Mahesan Niranjan
Variational Autoencoder for Non-Negative Matrix Factorization with Exogenous Inputs Applied to Financial Data Modelling. ISPA (2019)
Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
Minimum description length as an objective function for non-negative matrix factorization. CoRR (2019)
Steven Squires, Rob Ewing, Adam Prügel-Bennett, Mahesan Niranjan
A Method of Integrating Spatial Proteomics and Protein-Protein Interaction Network Data. ICONIP (5) (2017)
Steven Squires, Luis Montesdeoca, Adam Prügel-Bennett, Mahesan Niranjan
Non-Negative Matrix Factorization with Exogenous Inputs for Modeling Financial Data. ICONIP (2) (2017)
Steven Squires, Adam Prügel-Bennett, Mahesan Niranjan
Rank Selection in Nonnegative Matrix Factorization using Minimum Description Length. Neural Comput. 29 (8) (2017)