Simon Rogers
Orcid: 0000-0003-3578-4477
According to our database1,
Simon Rogers
authored at least 60 papers
between 2003 and 2022.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2022
PLoS Comput. Biol., 2022
ViMMS 2.0: A framework to develop, test and optimise fragmentation strategies in LC-MS metabolomics.
J. Open Source Softw., 2022
Safe machine learning model release from Trusted Research Environments: The AI-SDC package.
CoRR, 2022
GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs).
CoRR, 2022
2021
Up-down biphasic volume response of human red blood cells to PIEZO1 activation during capillary transits.
PLoS Comput. Biol., 2021
PLoS Comput. Biol., 2021
Spec2Vec: Improved mass spectral similarity scoring through learning of structural relationships.
PLoS Comput. Biol., 2021
Ranking microbial metabolomic and genomic links in the NPLinker framework using complementary scoring functions.
PLoS Comput. Biol., 2021
R package for statistical inference in dynamical systems using kernel based gradient matching: KGode.
Comput. Stat., 2021
Machine Learning Models Disclosure from Trusted Research Environments (TRE), Challenges and Opportunities.
CoRR, 2021
Forward and Inverse models in HCI: Physical simulation and deep learning for inferring 3D finger pose.
CoRR, 2021
Probabilistic framework for integration of mass spectrum and retention time information in small molecule identification.
Bioinform., 2021
2020
IEEE Trans. Netw. Serv. Manag., 2020
Predicting host taxonomic information from viral genomes: A comparison of feature representations.
PLoS Comput. Biol., 2020
J. Open Source Softw., 2020
2018
Statistical inference in mechanistic models: time warping for improved gradient matching.
Comput. Stat., 2018
Ms2lda.org: web-based topic modelling for substructure discovery in mass spectrometry.
Bioinform., 2018
ShinyKGode: an interactive application for ODE parameter inference using gradient matching.
Bioinform., 2018
IEEE Access, 2018
2017
Bioinform., 2017
Single-shot clothing category recognition in free-configurations with application to autonomous clothes sorting.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017
Proceedings of the 11th International Conference on Ubiquitous Information Management and Communication, 2017
2016
Recognising the clothing categories from free-configuration using Gaussian-Process-based interactive perception.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Fast Parameter Inference in Nonlinear Dynamical Systems using Iterative Gradient Matching.
Proceedings of the 33nd International Conference on Machine Learning, 2016
Parameter Inference in Differential Equation Models of Biopathways Using Time Warped Gradient Matching.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2016
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
2015
Incorporating peak grouping information for alignment of multiple liquid chromatography-mass spectrometry datasets.
Bioinform., 2015
Accurate garment surface analysis using an active stereo robot head with application to dual-arm flattening.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
2014
BMC Bioinform., 2014
Stronger findings for metabolomics through Bayesian modeling of multiple peaks and compound correlations.
Bioinform., 2014
MetAssign: probabilistic annotation of metabolites from LC-MS data using a Bayesian clustering approach.
Bioinform., 2014
Proceedings of the Advances in Information Retrieval, 2014
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
2013
IEEE J. Biomed. Health Informatics, 2013
Proceedings of the Towards Autonomous Robotic Systems - 14th Annual Conference, 2013
Proceedings of the Open research Areas in Information Retrieval, 2013
Exploiting Query Logs and Field-Based Models to Address Term Mismatch in an HIV/AIDS FAQ Retrieval System.
Proceedings of the Natural Language Processing and Information Systems, 2013
Proceedings of the 15th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2013
Proceedings of the 15th International Conference on Human-Computer Interaction with Mobile Devices and Services, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2012
A user-specific machine learning approach for improving touch accuracy on mobile devices.
Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, 2012
2011
Protein interaction detection in sentences via Gaussian Processes: a preliminary evaluation.
Int. J. Data Min. Bioinform., 2011
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
Chapman and Hall / CRC machine learning and pattern recognition series, CRC Press, ISBN: 978-1-43-982414-6, 2011
2010
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
2009
Bioinform., 2009
Proceedings of the Pattern Recognition in Bioinformatics, 2009
2008
Investigating the correspondence between transcriptomic and proteomic expression profiles using coupled cluster models.
Bioinform., 2008
2007
Multi-class Semi-supervised Learning with the e-truncated Multinomial Probit Gaussian Process.
Proceedings of the Gaussian Processes in Practice, 2007
BMC Bioinform., 2007
2006
Neural Comput., 2006
2005
IEEE ACM Trans. Comput. Biol. Bioinform., 2005
A Bayesian regression approach to the inference of regulatory networks from gene expression data.
Bioinform., 2005
Proceedings of the Machine Learning, 2005
Proceedings of the Pattern Recognition and Data Mining, 2005
2003
J. Comput. Biol., 2003