Tag: Data Science

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A classification method based on a cloud of spheres

Operations Research Article Dias,T;Amaral,P EURO JOURNAL ON COMPUTATIONAL OPTIMIZATION 2023 11 100077 10.1016/j.ejco.2023.100077

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A decade of urban fires: Portuguese events between 2013 and 2022

Statistics and Risk Management Article Bispo,R;Marques,FJ;Penha,A;Espadinha Cruz,P;Grilo,A SCIENTIFIC DATA 2023 10 1 10.1038/s41597-023-02476-6

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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

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A toolbox of machine learning software to support microbiome analysis

Statistics and Risk Management Review Marcos Zambrano,LJ;Lopez Molina,VM;Bakir Gungor,B;Frohme,M;Karaduzovic Hadziabdic,K;Klammsteiner,T;Ibrahimi,E;Lahti,L;Loncar Turukalo,T;Dhamo,X;Simeon,A;Nechyporenko,A;Pio,G;Przymus,P;Sampri,A;Trajkovik,V;Lacruz Pleguezuelos,B;Aasmets,O;Araujo,R;Anagnostopoulos,I;Aydemir,O;Berland,M;Calle,ML;Ceci,M;Duman,H;Guendogdu,A;Havulinna,AS;Kaka Bra,KHNK;Kalluci,E;Karav,S;Lode,D;Lopes,MB;May,P;Nap,B;Nedyalkova,M;Paciencia,I;Pasic,L;Pujolassos,M;Shigdel,R;Susin,A;Thiele,I;Truica,CO;Wilmes,P;Yilmaz,E;Yousef,M;Claesson,MJ;Truu,J;Carrillo de Santa Pau,EC FRONTIERS IN MICROBIOLOGY 2023 14 10.3389/fmicb.2023.1250806

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Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action

Statistics and Risk Management Article D'Elia,D;Truu,J;Lahti,L;Berland,M;Papoutsoglou,G;Ceci,M;Zomer,A;Lopes,B;Ibrahimi,E;Gruca,A;Nechyporenko,A;Frohme,M;Klammsteiner,T;Pau,ECS;Marcos Zambrano,LJ;Hron,K;Pio,G;Simeon,A;Suharoschi,R;Moreno Indias,I;Temko,A;Nedyalkova,M;Apostol,E;Truica,C;Shigdel,R;Telalovic,JH;Bongcam Rudloff,E;Przymus,P;Jordamovic,NB;Falquet,L;Tarazona,S;Sampri,A;Isola,G;Pérez Serrano,D;Trajkovik,V;Klucar,L;Loncar Turukalo,T;Havulinna,S;Jansen,C;Bertelsen,J;Claesson,MJ Frontiers in Microbiology 2023 14 10.3389/fmicb.2023.1257002

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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

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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

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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

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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

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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

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