Uncovering molecular biomarkers that correlate cognitive decline with the changes of hippocampus' gene expression profiles in Alzheimer's disease M Gomez Ravetti, OA Rosso, R Berretta, P Moscato PloS one 5 (4), e10153, 2010 | 181 | 2010 |
A memetic algorithm for a multistage capacitated lot-sizing problem R Berretta, LF Rodrigues International Journal of Production Economics 87 (1), 67-81, 2004 | 128 | 2004 |
Basal-like breast cancer: molecular profiles, clinical features and survival outcomes HH Milioli, I Tishchenko, C Riveros, R Berretta, P Moscato BMC medical genomics 10, 1-17, 2017 | 124 | 2017 |
Identification of differentially expressed genes through integrated study of Alzheimer’s disease affected brain regions N Puthiyedth, C Riveros, R Berretta, P Moscato PloS one 11 (4), e0152342, 2016 | 103 | 2016 |
Multivariate protein signatures of pre-clinical Alzheimer's disease in the Alzheimer's disease neuroimaging initiative (ADNI) plasma proteome dataset D Johnstone, EA Milward, R Berretta, P Moscato, ... PloS one 7 (4), e34341, 2012 | 94 | 2012 |
A heuristic method for lot-sizing in multi-stage systems PM França, VA Armentano, RE Berretta, AR Clark Computers & Operations Research 24 (9), 861-874, 1997 | 92 | 1997 |
GPU-FS-kNN: A Software Tool for Fast and Scalable kNN Computation Using GPUs AS Arefin, C Riveros, R Berretta, P Moscato Public Library of Science 7 (8), e44000, 2012 | 91 | 2012 |
Heterogeneous ensemble combination search using genetic algorithm for class imbalanced data classification MN Haque, N Noman, R Berretta, P Moscato PloS one 11 (1), e0146116, 2016 | 90 | 2016 |
A hybrid simulated annealing with kempe chain neighborhood for the university timetabling problem M Tuga, R Berretta, A Mendes 6th IEEE/ACIS international conference on computer and information science …, 2007 | 88 | 2007 |
Benchmarking a memetic algorithm for ordering microarray data P Moscato, A Mendes, R Berretta Biosystems 88 (1-2), 56-75, 2007 | 83 | 2007 |
Cancer biomarker discovery: the entropic hallmark R Berretta, P Moscato PloS one 5 (8), e12262, 2010 | 77 | 2010 |
A transcription factor map as revealed by a genome-wide gene expression analysis of whole-blood mRNA transcriptome in multiple sclerosis C Riveros, D Mellor, KS Gandhi, FC McKay, MB Cox, R Berretta, ... PLoS One 5 (12), e14176, 2010 | 68 | 2010 |
The number partitioning problem: An open challenge for evolutionary computation? R Berretta, P Moscato New ideas in optimization, 261-278, 1999 | 62 | 1999 |
Metaheuristic approaches for the multilevel resource-constrained lot-sizing problem with setup and lead times R Berretta, PM França, VA Armentano Asia-Pacific Journal of Operational Research 22 (02), 261-286, 2005 | 61 | 2005 |
Differences in abundances of cell-signalling proteins in blood reveal novel biomarkers for early detection of clinical Alzheimer's disease M Rocha de Paula, M Gómez Ravetti, R Berretta, P Moscato PloS one 6 (3), e17481, 2011 | 51 | 2011 |
Enhancing the performance of memetic algorithms by using a matching-based recombination algorithm R Berretta, C Cotta, P Moscato Metaheuristics: computer decision-making, 65-90, 2004 | 49 | 2004 |
MA-Net: A reliable memetic algorithm for community detection by modularity optimization LM Naeni, R Berretta, P Moscato Proceedings of the 18th Asia Pacific Symposium on Intelligent and …, 2015 | 45 | 2015 |
Combinatorial optimization models for finding genetic signatures from gene expression datasets R Berretta, W Costa, P Moscato Bioinformatics: Structure, Function and Applications, 363-377, 2008 | 43 | 2008 |
Planning models to optimize the agri-fresh food supply chain for loss minimization: a review P Paam, R Berretta, M Heydar, RH Middleton, R García-Flores, P Juliano Reference Module in Food Science, 19-54, 2016 | 41 | 2016 |
The discovery of novel biomarkers improves breast cancer intrinsic subtype prediction and reconciles the labels in the metabric data set HH Milioli, R Vimieiro, C Riveros, I Tishchenko, R Berretta, P Moscato PLoS One 10 (7), e0129711, 2015 | 41 | 2015 |