Seguir
Jaume Bacardit
Jaume Bacardit
Reader in Machine Learning, Newcastle University
Dirección de correo verificada de newcastle.ac.uk - Página principal
Título
Citado por
Citado por
Año
KEEL: a software tool to assess evolutionary algorithms for data mining problems
J Alcalá-Fdez, L Sanchez, S Garcia, MJ del Jesus, S Ventura, JM Garrell, ...
Soft Computing 13 (3), 307-318, 2009
14222009
Decoding human fetal liver haematopoiesis
DM Popescu, RA Botting, E Stephenson, K Green, S Webb, L Jardine, ...
Nature 574 (7778), 365-371, 2019
2962019
MRPR: a MapReduce solution for prototype reduction in big data classification
I Triguero, D Peralta, J Bacardit, S García, F Herrera
neurocomputing 150, 331-345, 2015
2462015
Single-cell multi-omics analysis of the immune response in COVID-19
E Stephenson, G Reynolds, RA Botting, FJ Calero-Nieto, MD Morgan, ...
Nature medicine 27 (5), 904-916, 2021
2392021
Application of machine learning to proteomics data: classification and biomarker identification in postgenomics biology
AL Swan, A Mobasheri, D Allaway, S Liddell, J Bacardit
Omics: a journal of integrative biology 17 (12), 595-610, 2013
1942013
The eukaryotic N-end rule pathway: conserved mechanisms and diverse functions
DJ Gibbs, J Bacardit, A Bachmair, MJ Holdsworth
Trends in Cell Biology 24 (10), 603-611, 2014
1632014
ROSEFW-RF: the winner algorithm for the ECBDL’14 big data competition: an extremely imbalanced big data bioinformatics problem
I Triguero, S Del Río, V López, J Bacardit, JM Benítez, F Herrera
Knowledge-Based Systems 87, 69-79, 2015
1572015
Pittsburgh genetics-based machine learning in the data mining era: Representations, generalization, and run-time
J Bacardit
PhD disertation, 2004
1492004
Developmental cell programs are co-opted in inflammatory skin disease
G Reynolds, P Vegh, J Fletcher, EFM Poyner, E Stephenson, I Goh, ...
Science 371 (6527), eaba6500, 2021
1382021
Using rule-based machine learning for candidate disease gene prioritization and sample classification of cancer gene expression data
E Glaab, J Bacardit, JM Garibaldi, N Krasnogor
PloS one 7 (7), e39932, 2012
1312012
Prediction of human population responses to toxic compounds by a collaborative competition
F Eduati, LM Mangravite, T Wang, H Tang, JC Bare, R Huang, T Norman, ...
Nature biotechnology 33 (9), 933-940, 2015
1112015
Functional Network Construction in Arabidopsis Using Rule-Based Machine Learning on Large-Scale Data Sets
GW Bassel, E Glaab, J Marquez, MJ Holdsworth, J Bacardit
The Plant Cell 23 (9), 3101-3116, 2011
1092011
Data mining in learning classifier systems: comparing XCS with GAssist
J Bacardit, M Butz
Learning Classifier Systems, 282-290, 2007
1082007
Improving the scalability of rule-based evolutionary learning
J Bacardit, EK Burke, N Krasnogor
Memetic computing 1 (1), 55-67, 2009
1062009
KEEL: a software tool to assess evolutionary algorithms for data mining problems
J Alcalá-Fdez, L Sanchez, S Garcia, MJ del Jesus, S Ventura, JM Garrell, ...
Soft Computing 13 (3), 307-318, 2009
1042009
Bloat control and generalization pressure using the minimum description length principle for a pittsburgh approach learning classifier system
J Bacardit, JM Garrell
Learning Classifier Systems, 59-79, 2003
912003
Large scale data mining using genetics-based machine learning
J Bacardit, X Llorà
Proceedings of the 11th Annual Conference Companion on Genetic and …, 2009
902009
Evolving multiple discretizations with adaptive intervals for a pittsburgh rule-based learning classifier system
J Bacardit, JM Garrell
Genetic and evolutionary computation conference, 1818-1831, 2003
812003
WeFold: a coopetition for protein structure prediction
GA Khoury, A Liwo, F Khatib, H Zhou, G Chopra, J Bacardit, LO Bortot, ...
Proteins: Structure, Function, and Bioinformatics 82 (9), 1850-1868, 2014
672014
Speeding up the evaluation of evolutionary learning systems using GPGPUs
MA Franco, N Krasnogor, J Bacardit
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
662010
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20