David T. Jones
Orcid: 0000-0001-8626-3765Affiliations:
- University College London, UK
According to our database1,
David T. Jones
authored at least 66 papers
between 1992 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on id.loc.gov
On csauthors.net:
Bibliography
2024
Exploring transfer learning for pathological speech feature prediction: Impact of layer selection.
CoRR, 2024
2023
SparCA: Sparse Compressed Agglomeration for Feature Extraction and Dimensionality Reduction.
CoRR, 2023
Not All Errors Are Created Equal: Evaluating The Impact of Model and Speaker Factors on ASR Outcomes in Clinical Populations.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023
Detecting Speech Abnormalities With a Perceiver-Based Sequence Classifier that Leverages a Universal Speech Model.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023
2022
Deep learning identifies brain structures that predict cognition and explain heterogeneity in cognitive aging.
NeuroImage, 2022
2021
Relationships between β-amyloid and tau in an elderly population: An accelerated failure time modelww.
NeuroImage, 2021
Associations of quantitative susceptibility mapping with Alzheimer's disease clinical and imaging markers.
NeuroImage, 2021
Increasing the accuracy of single sequence prediction methods using a deep semi-supervised learning framework.
Bioinform., 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.
Proceedings of the Machine Learning for Health, 2021
2020
Nat., 2020
Protein function prediction is improved by creating synthetic feature samples with generative adversarial networks.
Nat. Mach. Intell., 2020
Genome3D: integrating a collaborative data pipeline to expand the depth and breadth of consensus protein structure annotation.
Nucleic Acids Res., 2020
2019
2018
High precision in protein contact prediction using fully convolutional neural networks and minimal sequence features.
Bioinform., 2018
2017
Analysis of temporal transcription expression profiles reveal links between protein function and developmental stages of Drosophila melanogaster.
PLoS Comput. Biol., 2017
EigenTHREADER: analogous protein fold recognition by efficient contact map threading.
Bioinform., 2017
2015
Nucleic Acids Res., 2015
MetaPSICOV: combining coevolution methods for accurate prediction of contacts and long range hydrogen bonding in proteins.
Bioinform., 2015
DISOPRED3: precise disordered region predictions with annotated protein-binding activity.
Bioinform., 2015
2014
Opportunities and limitations in applying coevolution-derived contacts to protein structure prediction.
Bio Algorithms Med Syst., 2014
2013
Genome3D: a UK collaborative project to annotate genomic sequences with predicted 3D structures based on SCOP and CATH domains.
Nucleic Acids Res., 2013
Nucleic Acids Res., 2013
Membrane protein orientation and refinement using a knowledge-based statistical potential.
BMC Bioinform., 2013
Protein function prediction by massive integration of evolutionary analyses and multiple data sources.
BMC Bioinform., 2013
2012
BMC Bioinform., 2012
PSICOV: precise structural contact prediction using sparse inverse covariance estimation on large multiple sequence alignments.
Bioinform., 2012
2011
Extending CATH: increasing coverage of the protein structure universe and linking structure with function.
Nucleic Acids Res., 2011
Bioinform., 2011
2010
Predicting Transmembrane Helix Packing Arrangements using Residue Contacts and a Force-Directed Algorithm.
PLoS Comput. Biol., 2010
Nucleic Acids Res., 2010
Computational Resources for the Prediction and Analysis of Native Disorder in Proteins.
Proceedings of the Proteome Bioinformatics, 2010
2009
BMC Bioinform., 2009
Prediction of hot spot residues at protein-protein interfaces by combining machine learning and energy-based methods.
BMC Bioinform., 2009
BMC Bioinform., 2009
pGenTHREADER and pDomTHREADER: new methods for improved protein fold recognition and superfamily discrimination.
Bioinform., 2009
2008
Nucleic Acids Res., 2008
FFPred: an integrated feature-based function prediction server for vertebrate proteomes.
Nucleic Acids Res., 2008
Using neural networks and evolutionary information in decoy discrimination for protein tertiary structure prediction.
BMC Bioinform., 2008
2007
PLoS Comput. Biol., 2007
Improving the accuracy of transmembrane protein topology prediction using evolutionary information.
Bioinform., 2007
2006
High throughput profile-profile based fold recognition for the entire human proteome.
BMC Bioinform., 2006
<i>springScape</i>: visualisation of microarray and contextual bioinformatic data using spring embedding and an "information landscape".
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006
Proceedings of the German Conference on Bioinformatics GCB 2006, 19.09. 2006, 2006
2005
Nucleic Acids Res., 2005
Bioinform., 2005
2004
The Genomic Threading Database: a comprehensive resource for structural annotations of the genomes from key organisms.
Nucleic Acids Res., 2004
Predicting Gene Ontology Annotations from Sequence Data Using Kernel-Based Machine Learning Algorithms.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
Automatic Prediction of Functional Site Regions in Low-Resolution Protein Structures.
Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004
2003
2001
2000
Proceedings of the Cooperative Information Agents IV, 2000
1998
Bioinform., 1998
1993
1992
Comput. Appl. Biosci., 1992