Tag: Data Science

NOVA Math > NOVA Math > Data Science

Spatial modelling and mapping of urban fire occurrence in Portugal

Statistics and Risk Management Article Bispo,R;Vieira,FG;Bachir,N;Espadinha Cruz,P;Lopes,JP;Penha,A;Marques,FJ;Grilo,A FIRE SAFETY JOURNAL 2023 138 103802 10.1016/j.firesaf.2023.103802

Read More

Stability of principal components under normal and non-normal parent populations and different covariance structures scenarios

Statistics and Risk Management Article Bispo,R;Marques,F JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 2023 93 7 1060-1076 10.1080/00949655.2022.2125971

Read More

Testing the independence of variables for specific covariance structures: A simulation study

Statistics and Risk Management Article Marques,FJ;Diogo,J;Norouzirad,M;Bispo,R MATHEMATICAL METHODS IN THE APPLIED SCIENCES 2023 46 9 10421-10434 10.1002/mma.9130

Read More

The max-out min-in problem: A tool for data analysis

Operations Research Article Cerdeira,JO;Martins,MJ;Raydan,M COMPUTERS & OPERATIONS RESEARCH 2023 154 106218 10.1016/j.cor.2023.106218

Read More

Overview of data preprocessing for machine learning applications in human microbiome research

Statistics and Risk Management Review Ibrahimi,E;Lopes,MB;Dhamo,X;Simeon,A;Shigdel,R;Hron,K;Stres,B;D'Elia,D;Berland,M;Marcos Zambrano,LJ FRONTIERS IN MICROBIOLOGY 2023 14 10.3389/fmicb.2023.1250909

Read More

Identification of biomarkers predictive of metastasis development in early-stage colorectal cancer using network-based regularization

Statistics and Risk Management Article Peixoto,C;Lopes,MB;Martins,M;Casimiro,S;Sobral,D;Grosso,AR;Abreu,C;Macedo,D;Costa,AL;Pais,H;Alvim,C;Mansinho,A;Filipe,P;Costa,PMD;Fernandes,A;Borralho,P;Ferreira,C;Malaquias,J;Quintela,A;Kaplan,S;Golkaram,M;Salmans,M;Khan,N;Vijayaraghavan,R;Zhang,SL;Pawlowski,T;Godsey,J;So,AL;Liu,L;Costa,L;Vinga,S BMC BIOINFORMATICS 2023 24 1 10.1186/s12859-022-05104-z

Read More

Machine learning approaches in microbiome research: challenges and best practices

Statistics and Risk Management Review Papoutsoglou,G;Tarazona,S;Lopes,MB;Klammsteiner,T;Ibrahimi,E;Eckenberger,J;Novielli,P;Tonda,A;Simeon,A;Shigdel,R;Bereux,S;Vitali,G;Tangaro,S;Lahti,L;Temko,A;Claesson,MJ;Berland,M FRONTIERS IN MICROBIOLOGY 2023 14 10.3389/fmicb.2023.1261889

Read More

Multi-omics Data Integration and Network Inference for Biomarker Discovery in Glioma

Statistics and Risk Management Proceedings Paper Coletti,R;Lopes,MB Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023 14116 LNAI 247-259 10.1007/978-3-031-49011-8_20

Read More

Disclosing transcriptomics network-based signatures of glioma heterogeneity using sparse methods

Statistics and Risk Management Article Martins,S;Coletti,R;Lopes,MB BIODATA MINING 2023 16 1 10.1186/s13040-023-00341-1

Read More

A risk model for Forest fires based on asymptotic results for multivariate collective models. Single models and structured families of models

Statistics and Risk Management Article Cantarinha,A;Moreira,E;Oliveira,M;Marques,S;Mexia,JT COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 2023 52 19 6857-6877 10.1080/03610926.2022.2034867

Read More