Publications

2017

  • Tomás E., Vinga, S., & Carvalho A.M. (2017) Unsupervised learning of pharmacokinetic responses. Computational Statistics, 32(2): 409-428. DOI:10.1007/s00180-016-0707-x [Post-print]

2016

  • Veríssimo A., Oliveira A. L., Sagot, M.-F., & Vinga, S. (2016) DegreeCox: a network-based regularization method for survival analysis. BMC Bioinformatics, 17(16), 109-121. DOI: 10.1186/s12859-016-1310-4
  • Hartmann, A., Neves, A. R., Lemos, J. M., & Vinga, S. (2016). Identification and automatic segmentation of multiphasic cell growth using a linear hybrid model. Mathematical Biosciences, 279, 83-89. DOI: 10.1016/j.mbs.2016.06.013
  • Lemos, J. M., Caiado, D. V., Coelho, R., & Vinga, S. (2016). Optimal and receding horizon control of tumor growth in myeloma bone disease. Biomedical Signal Processing and Control, 24, 128-134. DOI: 10.1016/j.bspc.2015.10.004
  • Julien-Laferriere, A., Bulteau, L., Parrot, D., Marchetti-Spaccamela, A., Stougie, L., Vinga, S., Mary, A. & Sagot, M. F. (2016). A Combinatorial Algorithm for Microbial Consortia Synthetic Design. Scientific Reports, 6, 12. DOI: 10.1038/srep29182
  • Coelho RM, Lemos JM, Alho I, Valério D, Ferreira AR, Costa L, Vinga S (2016) Dynamic modeling of bone metastasis, microenvironment and therapy Integrating parathyroid hormone (PTH) effect, anti-resorptive and anti-cancer therapy. Journal of Theoretical Biology. Volume 391, 21 February 2016, Pages 1–12. DOI:10.1016/j.jtbi.2015.11.024
  • Fernandes, A., & Vinga, S. (2016). Improving Protein Expression Prediction Using Extra Features and Ensemble Averaging. PLoS One, 11(3), 15. DOI: 10.1371/journal.pone.0150369
  • Costa, R. S., & Vinga, S. (2016). Control analysis of the impact of allosteric regulation mechanism in a Escherichia coli kinetic model: Application to serine production. Biochemical Engineering Journal, 110, 59-70. DOI: 10.1016/j.bej.2016.01.013
  • Costa, R. S., Hartmann, A., & Vinga, S. (2016). Kinetic modeling of cell metabolism for microbial production. Journal of Biotechnology, 219, 126-141. DOI: 10.1016/j.jbiotec.2015.12.023

2015

  • Paixão, L., Caldas, J., Kloosterman, T. G., Kuipers, O. P., Vinga, S., & Neves, A. R. (2015). Transcriptional and metabolic effects of glucose on Streptococcus pneumoniae sugar metabolism. Frontiers in Microbiology, 6. DOI: 10.3389/fmicb.2015.01041
  • Hartmann, A., Lemos, J.M., Costa, R.S., Xavier, J. and Vinga, S. (2015) Identification of Switched ARX Models via Convex Optimization and Expectation Maximization. Journal of Process Control. Volume 28, April 2015, Pages 9-16. DOI: 10.1016/j.jprocont.2015.02.003
  • Paixão, L., Oliveira, J., Veríssimo, A., Vinga, S., Lourenço, E.C., Ventura, M.R., Kjos, M., Veening, J-W., Fernandes, V.E., Andrew, P.W., Yesilkaya, H. and Neves, A.R. (2015) Host glycan sugar-specific pathways in Streptococcus pneumoniae: galactose as a key sugar in colonisation and infection. PLoS One. 2015; 10(3): e0121042. Published online 2015 Mar 31. DOI10.1371/journal.pone.0121042
  • Hartmann, A., Lemos, J.M., Vinga, S. (2015) Modeling multiple experiments using regularized optimization: a case study on bacterial glucose utilization dynamics. Computers in Biology and Medicine, 63, 301-309. DOI:10.1016/j.compbiomed.2014.08.027.

2014

2013