Susana Vinga
Orcid: 0000-0002-1954-5487
According to our database1,
Susana Vinga
authored at least 66 papers
between 2002 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
Identification of biomarkers predictive of metastasis development in early-stage colorectal cancer using network-based regularization.
BMC Bioinform., December, 2023
Using Markov chains and temporal alignment to identify clinical patterns in Dementia.
J. Biomed. Informatics, April, 2023
Comparative Analysis of Machine Learning Models for Time-Series Forecasting of Escherichia Coli Contamination in Portuguese Shellfish Production Areas.
Proceedings of the Machine Learning, Optimization, and Data Science, 2023
Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023
Evaluating the Causal Role of Environmental Data in Shellfish Biotoxin Contamination on the Portuguese Coast.
Proceedings of the Progress in Artificial Intelligence, 2023
2022
Tutorial - Machine Learning and Information Theoretic Methods for Molecular Biology and Medicine.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Comparative Evaluation of Classification Indexes and Outlier Detection of Microcytic Anaemias in a Portuguese Sample.
Proceedings of the Progress in Artificial Intelligence, 2022
2021
Coupling sparse Cox models with clustering of longitudinal transcriptomics data for trauma prognosis.
BioData Min., 2021
Briefings Bioinform., 2021
2020
Tracking intratumoral heterogeneity in glioblastoma via regularized classification of single-cell RNA-Seq data.
BMC Bioinform., 2020
MOMO - multi-objective metabolic mixed integer optimization: application to yeast strain engineering.
BMC Bioinform., 2020
Sparse Consensus Classification for Discovering Novel Biomarkers in Rheumatoid Arthritis.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Identification of Common Gene Signatures in Microarray and RNA-Sequencing Data Using Network-Based Regularization.
Proceedings of the Bioinformatics and Biomedical Engineering, 2020
Proceedings of the Bioinformatics and Biomedical Engineering, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Latent Variable Modelling and Variational Inference for scRNA-seq Differential Expression Analysis.
Proceedings of the Computational Advances in Bio and Medical Sciences, 2020
2019
BMC Medical Informatics Decis. Mak., 2019
Modelling cancer outcomes of bone metastatic patients: combining survival data with N-Telopeptide of type I collagen (NTX) dynamics through joint models.
BMC Medical Informatics Decis. Mak., 2019
Twiner: correlation-based regularization for identifying common cancer gene signatures.
BMC Bioinform., 2019
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019
2018
Simplifying biochemical tumorous bone remodeling models through variable order derivatives.
Comput. Math. Appl., 2018
BMC Bioinform., 2018
Identification of influential observations in high-dimensional cancer survival data through the rank product test.
BioData Min., 2018
Variable Selection and Outlier Detection in Regularized Survival Models: Application to Melanoma Gene Expression Data.
Proceedings of the Machine Learning, Optimization, and Data Science, 2018
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2018
2017
2016
Biomed. Signal Process. Control., 2016
BMC Bioinform., 2016
2015
Modeling multiple experiments using regularized optimization: A case study on bacterial glucose utilization dynamics.
Comput. Biol. Medicine, 2015
Polynomial-time algorithm for learning optimal tree-augmented dynamic Bayesian networks.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015
Outlier Detection in Cox Proportional Hazards Models Based on the Concordance c-Index.
Proceedings of the Machine Learning, Optimization, and Big Data, 2015
Proceedings of the Progress in Artificial Intelligence, 2015
Outlier Detection in Survival Analysis based on the Concordance C-index.
Proceedings of the BIOINFORMATICS 2015, 2015
2014
Identifying IIR filter coefficients using particle swarm optimization with application to reconstruction of missing cardiovascular signals.
Eng. Appl. Artif. Intell., 2014
KiMoSys: a web-based repository of experimental data for KInetic MOdels of biological SYStems.
BMC Syst. Biol., 2014
Briefings Bioinform., 2014
Briefings Bioinform., 2014
Proceedings of the Computational Methods in Systems Biology, 2014
2013
BMC Bioinform., 2013
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013
Hybrid identification of time-varying parameter with particle filtering and expectation maximization.
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013
2012
Pattern matching through Chaos Game Representation: bridging numerical and discrete data structures for biological sequence analysis.
Algorithms Mol. Biol., 2012
Identification of Hiv-1 Dynamics - Estimating the Noise Model, Constant and Time-varying Parameters of Long-term Clinical Data.
Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012
Multi-level Dynamic Modeling in Biological Systems - Application of Hybrid Petri Nets to Network Simulation.
Proceedings of the BIOINFORMATICS 2012 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Vilamoura, Algarve, Portugal, 1, 2012
2011
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
Quantitative Modeling of the <i>Saccharomyces cerevisiae</i> Flr1 regulatory Network Using an S-System Formalism.
J. Bioinform. Comput. Biol., 2011
Quantitative Modeling the Saccharomyces cerevisiae FLR1 Regulatory Network Using an S-System Formalism.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Unified Modeling of Several Perturbation Experiments in Systems Biology - A Case Study on the Glucose Uptake of Lactococcus Lactis.
Proceedings of the BIOINFORMATICS 2011, 2011
2010
Proceedings of the Advances in Bioinformatics, 2010
2009
BMC Syst. Biol., 2009
Biological sequences as pictures - a generic two dimensional solution for iterated maps.
BMC Bioinform., 2009
2008
An analysis of the positional distribution of DNA motifs in promoter regions and its biological relevance.
BMC Bioinform., 2008
2007
BMC Bioinform., 2007
2006
Algorithms Mol. Biol., 2006
2004
Comparative evaluation of word composition distances for the recognition of SCOP relationships.
Bioinform., 2004
2003
2002