21
TITLE: Structured sparsity regularization for analyzing high-dimensional omics data
AUTHORS: Vinga, S ;
PUBLISHED: 2021, SOURCE: BRIEFINGS IN BIOINFORMATICS, VOLUME: 22, ISSUE: 1
INDEXED IN: Scopus WOS
22
TITLE: The Role of Network Science in Glioblastoma  Full Text
AUTHORS: Lopes, MB ; Martins, EP; Vinga, S ; Costa, BM ;
PUBLISHED: 2021, SOURCE: CANCERS, VOLUME: 13, ISSUE: 5
INDEXED IN: Scopus WOS CrossRef: 6
23
TITLE: Dynamic Biochemical and Cellular Models of Bone Physiology: Integrating Remodeling Processes, Tumor Growth, and Therapy
AUTHORS: Coelho, RM; Neto, JP; Valério, D; Vinga, S ;
PUBLISHED: 2020, SOURCE: Lecture Notes in Computational Vision and Biomechanics, VOLUME: 35
INDEXED IN: Scopus
24
TITLE: Identification of Common Gene Signatures in Microarray and RNA-Sequencing Data Using Network-Based Regularization
AUTHORS: Diegues, I; Vinga, S ; Lopes, MB ;
PUBLISHED: 2020, SOURCE: 8th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12108 LNBI
INDEXED IN: Scopus CrossRef
25
TITLE: Mathematical Modelling of Spatio-temporal Cell Dynamics Observed During Bone Remodelling
AUTHORS: Peyroteo, MMA; Belinha, J ; Vinga, S ; Natal Jorge, R; Dinis, L;
PUBLISHED: 2020, SOURCE: Lecture Notes in Computational Vision and Biomechanics, VOLUME: 35
INDEXED IN: Scopus CrossRef
26
TITLE: MOMO - multi-objective metabolic mixed integer optimization: application to yeast strain engineering
AUTHORS: Andrade, R; Doostmohammadi, M; Santos, JL; Sagot, MF; Mira, NP ; Vinga, S ;
PUBLISHED: 2020, SOURCE: BMC BIOINFORMATICS, VOLUME: 21, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 8
27
TITLE: MSAX: Multivariate symbolic aggregate approximation for time series classification
AUTHORS: Anacleto, M; Vinga, S ; Carvalho, AM ;
PUBLISHED: 2020, SOURCE: 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12313 LNBI
INDEXED IN: Scopus CrossRef
28
TITLE: Network-Based Variable Selection for Survival Outcomes in Oncological Data
AUTHORS: Carrasquinha, E; Veríssimo, A; Lopes, MB ; Vinga, S ;
PUBLISHED: 2020, SOURCE: 8th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12108 LNBI
INDEXED IN: Scopus CrossRef
29
TITLE: Random sample consensus for the robust identification of outliers in cancer data
AUTHORS: Veríssimo, A; Lopes, MB ; Carrasquinha, E; Vinga, S ;
PUBLISHED: 2020, SOURCE: 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12313 LNBI
INDEXED IN: Scopus CrossRef
30
TITLE: Sparse Consensus Classification for Discovering Novel Biomarkers in Rheumatoid Arthritis
AUTHORS: Constantino, C; Carvalho, AM ; Vinga, S ;
PUBLISHED: 2020, SOURCE: 6th International Conference on Machine Learning, Optimization, and Data Science, LOD 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12565 LNCS
INDEXED IN: Scopus CrossRef
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