Michael Roberts

Orcid: 0000-0002-3484-5031

According to our database1, Michael Roberts authored at least 42 papers between 2004 and 2024.

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Bibliography

2024
Recent methodological advances in federated learning for healthcare.
Patterns, 2024

Publisher Correction: The curious case of the test set AUROC.
Nat. Mac. Intell., 2024

The curious case of the test set AUROC.
Nat. Mac. Intell., 2024

Deep Generative Classification of Blood Cell Morphology.
CoRR, 2024

A study on the adequacy of common IQA measures for medical images.
CoRR, 2024

A study of why we need to reassess full reference image quality assessment with medical images.
CoRR, 2024

FedMAP: Unlocking Potential in Personalized Federated Learning through Bi-Level MAP Optimization.
CoRR, 2024

2023
Active Reduction of Apparent Cable Capacitance.
Sensors, October, 2023

Navigating the development challenges in creating complex data systems.
Nat. Mac. Intell., July, 2023

Recent Methodological Advances in Federated Learning for Healthcare.
CoRR, 2023

REFORMS: Reporting Standards for Machine Learning Based Science.
CoRR, 2023

Reinterpreting survival analysis in the universal approximator age.
CoRR, 2023

Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data.
CoRR, 2023

2022
Author Correction: Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.
Nat. Mach. Intell., 2022

Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions.
Inf. Fusion, 2022

Estimating defection in subscription-type markets: empirical analysis from the scholarly publishing industry.
CoRR, 2022

Navigating the challenges in creating complex data systems: a development philosophy.
CoRR, 2022

Classification of datasets with imputed missing values: does imputation quality matter?
CoRR, 2022

Notational Programming for Notebook Environments: A Case Study with Quantum Circuits.
Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022

2021
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans.
Nat. Mach. Intell., 2021

Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence.
Nat. Mach. Intell., 2021

Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence.
CoRR, 2021

Semantics and Axiomatization for Stochastic Differential Dynamic Logic.
CoRR, 2021

Universal Semantics for the Stochastic λ-Calculus.
Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science, 2021

2020
A Major Ecosystem Shift in Coastal East African Waters During the 1997/98 Super El Niño as Detected Using Remote Sensing Data.
Remote. Sens., 2020

On an effective multigrid solver for solving a class of variational problems with application to image segmentation.
Int. J. Comput. Math., 2020

Universal Semantics for the Stochastic Lambda-Calculus.
CoRR, 2020

Machine learning for COVID-19 detection and prognostication using chest radiographs and CT scans: a systematic methodological review.
CoRR, 2020

2019
Chan-Vese Reformulation for Selective Image Segmentation.
J. Math. Imaging Vis., 2019

A Convex Geodesic Selective Model for Image Segmentation.
J. Math. Imaging Vis., 2019

Multigrid algorithm based on hybrid smoothers for variational and selective segmentation models.
Int. J. Comput. Math., 2019

2015
Unsupervised Modeling of Users' Interests from their Facebook Profiles and Activities.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

2013
The MaSuRCA genome assembler.
Bioinform., 2013

Looking beyond the Single Pane of Glass: Visualization and Perspective in Enterprise Network.
Proceedings of the Design, User Experience, and Usability. Web, Mobile, and Product Design, 2013

2010
The "3D Wiki": Blending virtual worlds and Web architecture for remote collaboration.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

2009
Collaborative Filtering Is Not Enough? Experiments with a Mixed-Model Recommender for Leisure Activities.
Proceedings of the User Modeling, 2009

Building Web Content at the Topic Level for a Course in Information Technology for Caribbean High Schools.
Proceedings of the 2009 International Conference on E-Learning, 2009

2008
Figaro: a novel statistical method for vector sequence removal.
Bioinform., 2008

Scalable architecture for context-aware activity-detecting mobile recommendation systems.
Proceedings of the 9th IEEE International Symposium on a World of Wireless, 2008

Activity-based serendipitous recommendations with the Magitti mobile leisure guide.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2004
A Preprocessor for Shotgun Assembly of Large Genomes.
J. Comput. Biol., 2004

Reducing storage requirements for biological sequence comparison.
Bioinform., 2004


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