Yiming Huang
Professor Anil Wipat
Dr Jaume Bacardit
| A knowledge integration strategy for the selection of a robust multi-stress biomarkers panel for Bacillus subtilis | 2023 |
|
Christian Taylor
Dr Jonathan Guy
Dr Jaume Bacardit
| Estimating individual-level pig growth trajectories from group-level weight time series using machine learning | 2023 |
|
Philip Darke
Dr Sophie Cassidy
Professor Mike Catt
Professor Roy Taylor
Professor Paolo Missier
et al. | Curating a longitudinal research resource using linked primary care EHR data-a UK Biobank case study | 2022 |
|
Dr Federico Angelini
Dr Paweł Widera
Dr Jaume Bacardit
| Osteoarthritis endotype discovery via clustering of biochemical marker data | 2022 |
|
Professor John Loughlin
Dr Paweł Widera
Dr Jaume Bacardit
| Predicted and actual 2-year structural and pain progression in the IMI-APPROACH knee osteoarthritis cohort | 2022 |
|
David Steel
Dr Will Innes
Dr Jaume Bacardit
Professor Anya Hurlbert
Professor Jenny Read
et al. | Synthetic OCT Data Generation to Enhance the Performance of Diagnostic Models for Neurodegenerative Diseases | 2022 |
|
Dr Jaume Bacardit
| Test–retest precision and longitudinal cartilage thickness loss in the IMI-APPROACH cohort | 2022 |
|
Dr Jaume Bacardit
Dr Paweł Widera
| Baseline clinical characteristics of predicted structural and pain progressors in the IMI-APPROACH knee OA cohort | 2021 |
|
Dr Laura Jardine
Dr Simone Webb
Issac Goh
Dr Gary Reynolds
Dr Michael Mather
et al. | Blood and immune development in human fetal bone marrow and Down syndrome | 2021 |
|
Yiming Huang
Dr Wendy Smith
Professor Colin Harwood
Professor Anil Wipat
Dr Jaume Bacardit
et al. | Computational Strategies for the Identification of a Transcriptional Biomarker Panel to Sense Cellular Growth States in Bacillus subtilis | 2021 |
|
Ossama Alshabrawy
Dr Daniel Stow
Emeritus Professor Nicol Ferrier
Dr Rosin McNaney
Dan Jackson
et al. | Deep learning-based automated speech detection as a marker of social functioning in late-life depression | 2021 |
|
Dr Gary Reynolds
Dr Peter Vegh
Dr James Fletcher
Dr Beth Poyner
Emily Stephenson
et al. | Developmental cell programs are co-opted in inflammatory skin disease | 2021 |
|
Dr Jaume Bacardit
Dr Shirley Coleman
| Insight from data analytics in a facilities management company | 2021 |
|
Artur Sokolovsky
Professor Thomas Gross
Dr Jaume Bacardit
| Is it feasible to detect FLOSS version release events from textual messages? A case study on Stack Overflow | 2021 |
|
Jordan Connolly
Dr Benjamin Shirt-Ediss
Dr Emanuela Torelli
Leanne Hobbs
Dr Jaume Bacardit
et al. | NAOMEE: Nucleic Acid Origami Minimal Exchange Format. | 2021 |
|
Amar Rajgor
Professor Boguslaw Obara
Dr Jaume Bacardit
James O'Hara
David Hamilton
et al. | The application of radiomics in laryngeal cancer | 2021 |
|
Benjamin Lam
Professor Mike Catt
Dr Jaume Bacardit
Philip Darke
Ossama Alshabrawy
et al. | Using wearable activity trackers to predict type 2 diabetes: Machine learning–based cross-sectional study of the UK Biobank accelerometer cohort | 2021 |
|
Dr ALI Alameer
Professor Ilias Kyriazakis
Dr Jaume Bacardit
| Automated recognition of postures and drinking behaviour for the detection of compromised health in pigs | 2020 |
|
Dr ALI Alameer
Professor Ilias Kyriazakis
Dr Hillary Dalton
Dr Amy Miller
Dr Jaume Bacardit
et al. | Automatic recognition of feeding and foraging behaviour in pigs using deep learning | 2020 |
|
Dr Maria Franco Gaviria
Professor Natalio Krasnogor
Dr Jaume Bacardit
| Automatic Tuning of Rule-Based Evolutionary Machine Learning via Problem Structure Identification | 2020 |
|
Dr Paweł Widera
Professor John Loughlin
Dr Jaume Bacardit
| Multi-classifier prediction of knee osteoarthritis progression from incomplete imbalanced longitudinal data | 2020 |
|
Dr Harold Fellermann
Dr Jaume Bacardit
Dr Angel Goni-Moreno
| Artificial life in a challenged world | 2019 |
|
Dr Jake Cowton
Professor Ilias Kyriazakis
Dr Jaume Bacardit
| Automated Individual Pig Localisation, Tracking and Behaviour Metric Extraction Using Deep Learning | 2019 |
|
Dr Dorin-Mirel Popescu
Dr Rachel Botting
Emily Stephenson
Dr Kile Green
Dr Simone Webb
et al. | Decoding human fetal liver haematopoiesis | 2019 |
|
Dr Wayne Smith
Dr Shirley Coleman
Dr Jaume Bacardit
| Insight from data analytics with an automotive aftermarket SME | 2019 |
|
Dr Jaume Bacardit
Dr Nicola Lazzarini
| Stratification of amyotrophic lateral sclerosis patients: A crowdsourcing approach | 2019 |
|
Dr Harold Fellermann
Dr Jaume Bacardit
Dr Angel Goni-Moreno
| The 2019 Conference on Artificial Life | 2019 |
|
Dr Harold Fellermann
Dr Jaume Bacardit
Dr Angel Goni-Moreno
| Towards low-carbon conferencing: Acceptance of virtual conferencing solutions and other sustainability measures in the ALIFE community | 2019 |
|
Dr Jake Cowton
Professor Ilias Kyriazakis
Dr Thomas Ploetz
Dr Jaume Bacardit
| A Combined Deep Learning GRU-Autoencoder for the Early Detection of Respiratory Disease in Pigs Using Multiple Environmental Sensors | 2018 |
|
Dr Jaume Bacardit
| An analysis and evaluation of the WeFold collaborative for protein structure prediction and its pipelines in CASP11 and CASP12 | 2018 |
|
Dr Wayne Smith
Dr Shirley Coleman
Dr Jaume Bacardit
| How data can change the automotive aftermarket | 2018 |
|
Dr Jaume Bacardit
| Preface | 2018 |
|
Dr Nicola Lazzarini
Dr Jaume Bacardit
| A machine learning approach for the identification of new biomarkers for knee osteoarthritis development in overweight and obese women | 2017 |
|
Nicola Lazzarini
Dr Jaume Bacardit
| Characterising the influence of rule-based knowledge representations in biological knowledge extraction from transcriptomics data | 2017 |
|
Dr Jaume Bacardit
| Preface | 2017 |
|
Dr Nicola Lazzarini
Dr Jaume Bacardit
| RGIFE: a ranked guided iterative feature elimination heuristic for the identification of biomarkers | 2017 |
|
Dr Jaume Bacardit
| Scaling-up multiobjective evolutionary clustering algorithms using stratification | 2017 |
|
Dr Jaume Bacardit
| Aggravated osteoarthritis development in mice transgenic for human C-reactive protein on a high fat diet | 2016 |
|
Dr Jaume Bacardit
| Applications of evolutionary computation: 19th European conference, evoapplications 2016 Porto, Portugal, march 30 – april 1, 2016 proceedings, part I | 2016 |
|
Dr Jaume Bacardit
| Applications of evolutionary computation: 19th European conference, Evoapplications 2016 Porto, Portugal, March 30 – April 1, 2016 proceedings, part II | 2016 |
|
Nicola Lazzarini
Dr Paweł Widera
Dr Stuart Williamson
Professor Rakesh Heer
Professor Natalio Krasnogor
et al. | Functional networks inference from machine learning models | 2016 |
|
Pablo Gutierrez Perez
Dr Jaume Bacardit
| GPU-SME-kNN: Scalable and memory efficient kNN and lazy learning using GPUs | 2016 |
|
Dr Jaume Bacardit
| Large-scale experimental evaluation of GPU strategies for evolutionary machine learning | 2016 |
|
Dr Jaume Bacardit
| Metabolic profiles associated with radiographic knee osteoarthritis in a population-based cohort of middle-aged women | 2016 |
|
Dr Jaume Bacardit
| A machine learning heuristic to identify biologically relevant and minimal biomarker panels from omics data | 2015 |
|
Dr Jaume Bacardit
| Enhancing the scalability of a genetic algorithm to discover quantitative association rules in large-scale datasets | 2015 |
|
Dr Jaume Bacardit
| MRPR: A MapReduce solution for prototype reduction in big data classification | 2015 |
|
Dr Jaume Bacardit
Nicola Lazzarini
| Prediction of human population responses to toxic compounds by a collaborative competition | 2015 |
|
Dr Jaume Bacardit
| ROSEFW-RF: The winner algorithm for the ECBDL'14 big data competition: An extremely imbalanced big data bioinformatics problem | 2015 |
|
Dr Jaume Bacardit
| A combined MapReduce-windowing two-level parallel scheme for evolutionary prototype generation | 2014 |
|
Dr Jaume Bacardit
Dr Paweł Widera
Dr Nicola Lazzarini
Professor Natalio Krasnogor
| Hard Data Analytics Problems Make for Better Data Analysis Algorithms: Bioinformatics as an Example | 2014 |
|
Dr Jaume Bacardit
Dr Paweł Widera
Professor Natalio Krasnogor
| Heuristic for Maximizing DNA Reuse in Synthetic DNA Library Assembly | 2014 |
|
Dr Jaume Bacardit
| Large-Scale Experimental Evaluation of Cluster Representations for Multiobjective Evolutionary Clustering | 2014 |
|
Dr Jaume Bacardit
| Susceptibility to experimental infection of the invertebrate locusts (Schistocerca gregaria) with the apicomplexan parasite Neospora caninum | 2014 |
|
Dr Jaume Bacardit
| The eukaryotic N-end rule pathway: conserved mechanisms and diverse functions | 2014 |
|
Dr Jaume Bacardit
| WeFold: A coopetition for protein structure prediction | 2014 |
|
Dr Jaume Bacardit
| Analysis of mass spectrometry data from the secretome of an explant model of articular cartilage exposed to pro-inflammatory and anti-inflammatory stimuli using machine learning | 2013 |
|
Dr Jaume Bacardit
| Application of Machine Learning to Proteomics Data: Classification Biomarker Identification in Postgenomics Biology | 2013 |
|
Professor Natalio Krasnogor
Dr Jaume Bacardit
| GAssist vs. BioHEL: critical assessment of two paradigms of genetics-based machine learning | 2013 |
|
Dr Jaume Bacardit
Professor Natalio Krasnogor
| Contact map prediction using a large-scale ensemble of rule sets and the fusion of multiple predicted structural features | 2012 |
|
Dr Jaume Bacardit
| Reduced Neonatal Mortality in Meishan Piglets: A Role for Hepatic Fatty Acids? | 2012 |
|
Dr Jaume Bacardit
Professor Natalio Krasnogor
| Using Rule-Based Machine Learning for Candidate Disease Gene Prioritization;Sample Classification of Cancer Gene Expression Data | 2012 |
|
Dr Jaume Bacardit
Professor Natalio Krasnogor
| Automated Alphabet Reduction for Protein Datasets | 2009 |
|
