متابعة
Miguel Rocha
Miguel Rocha
Associate Professor, Dept. Informatics and Centre Biological Engineering, Universidade do Minho
بريد إلكتروني تم التحقق منه على di.uminho.pt
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
OptFlux: an open-source software platform for in silico metabolic engineering‏
I Rocha, P Maia, P Evangelista, P Vilaça, S Soares, JP Pinto, J Nielsen, ...‏
BMC systems biology 4, 1-12, 2010‏
4732010
Particle swarms for feedforward neural network training‏
R Mendes, P Cortez, M Rocha, J Neves‏
Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002‏
4212002
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen‏
MP Menden, D Wang, MJ Mason, B Szalai, KC Bulusu, Y Guan, T Yu, ...‏
Nature communications 10 (1), 2674, 2019‏
2732019
Multi‐scale Internet traffic forecasting using neural networks and time series methods‏
P Cortez, M Rio, M Rocha, P Sousa‏
Expert Systems 29 (2), 143-155, 2012‏
2502012
Modeling formalisms in systems biology‏
D Machado, RS Costa, M Rocha, EC Ferreira, B Tidor, I Rocha‏
AMB express 1, 1-14, 2011‏
2412011
Internet traffic forecasting using neural networks‏
P Cortez, M Rio, M Rocha, P Sousa‏
The 2006 IEEE international joint conference on neural network proceedings …, 2006‏
1772006
Reconstructing genome-scale metabolic models with merlin‏
O Dias, M Rocha, EC Ferreira, I Rocha‏
Nucleic acids research 43 (8), 3899-3910, 2015‏
1712015
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open …‏
J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ...‏
The Lancet Oncology 18 (1), 132-142, 2017‏
1612017
Metabolomics combined with chemometric tools (PCA, HCA, PLS-DA and SVM) for screening cassava (Manihot esculenta Crantz) roots during postharvest physiological deterioration‏
VG Uarrota, R Moresco, B Coelho, E da Costa Nunes, LAM Peruch, ...‏
Food Chemistry 161, 67-78, 2014‏
1522014
Deep learning for drug response prediction in cancer‏
D Baptista, PG Ferreira, M Rocha‏
Briefings in bioinformatics 22 (1), 360-379, 2021‏
1502021
Preventing premature convergence to local optima in genetic algorithms via random offspring generation‏
M Rocha, J Neves‏
Multiple Approaches to Intelligent Systems: 12th International Conference on …, 1999‏
1451999
Evolution of neural networks for classification and regression‏
M Rocha, P Cortez, J Neves‏
Neurocomputing 70 (16-18), 2809-2816, 2007‏
1392007
In Silico Constraint-Based Strain Optimization Methods: the Quest for Optimal Cell Factories‏
P Maia, M Rocha, I Rocha‏
Microbiology and Molecular Biology Reviews 80 (1), 45-67, 2016‏
1352016
Natural computation meta-heuristics for the in silico optimization of microbial strains‏
M Rocha, P Maia, R Mendes, JP Pinto, EC Ferreira, J Nielsen, KR Patil, ...‏
BMC bioinformatics 9, 1-16, 2008‏
1292008
Evolving time series forecasting ARMA models‏
P Cortez, M Rocha, J Neves‏
Journal of Heuristics 10, 415-429, 2004‏
1162004
Bridging the layers: towards integration of signal transduction, regulation and metabolism into mathematical models‏
E Gonçalves, J Bucher, A Ryll, J Niklas, K Mauch, S Klamt, M Rocha, ...‏
Molecular BioSystems 9 (7), 1576-1583, 2013‏
1112013
Transcript level and sequence determinants of protein abundance and noise in Escherichia coli‏
JC Guimaraes, M Rocha, AP Arkin‏
Nucleic acids research 42 (8), 4791-4799, 2014‏
1102014
Causal integration of multi‐omics data with prior knowledge to generate mechanistic hypotheses‏
A Dugourd, C Kuppe, M Sciacovelli, E Gjerga, A Gabor, KB Emdal, ...‏
Molecular Systems Biology 17 (1), e9730, 2021‏
1062021
The role of ascorbate peroxidase, guaiacol peroxidase, and polysaccharides in cassava (Manihot esculenta Crantz) roots under postharvest physiological deterioration‏
VG Uarrota, R Moresco, EC Schmidt, ZL Bouzon, E da Costa Nunes, ...‏
Food chemistry 197, 737-746, 2016‏
892016
Generative deep learning for targeted compound design‏
T Sousa, J Correia, V Pereira, M Rocha‏
Journal of Chemical Information and Modeling 61 (11), 5343-5361, 2021‏
882021
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20