Tag: Data Science

NOVA Math > NOVA Math > Data Science

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

Read More

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

Read More

Time-Lagged Correlation Analysis of Shellfish Toxicity Reveals Predictive Links to Adjacent Areas, Species, and Environmental Conditions

Statistics and Risk Management Article Patricio,A;Lopes,MB;Costa,PR;Costa,RS;Henriques,R;Vinga,S TOXINS 2022 14 10 679 10.3390/toxins14100679

Read More

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

Read More

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

Read More

ROSIE: RObust Sparse ensemble for outlIEr detection and gene selection in cancer omics data

Statistics and Risk Management Article Jensch,A;Lopes,MB;Vinga,S;Radde,N STATISTICAL METHODS IN MEDICAL RESEARCH 2022 31 5 947-958 10.1177/09622802211072456

Read More

Electricity Spot Price Forecast by Modelling Supply and Demand Curve

Statistics and Risk Management Article Pinhao,M;Fonseca,M;Covas,R MATHEMATICS 2022 10 12 10.3390/math10122012

Read More

Forecasting biotoxin contamination in mussels across production areas of the Portuguese coast with Artificial Neural Networks

Statistics and Risk Management Article Cruz,RC;Costa,PR;Krippahl,L;Lopes,MB KNOWLEDGE-BASED SYSTEMS 2022 257 109895 10.1016/j.knosys.2022.109895

Read More

Classification and biomarker selection in lower-grade glioma using robust sparse logistic regression applied to RNA-seq data

Statistics and Risk Management Article Carrilho,JF;Lopes,MB Revista Brasileira de Biometria 2022 40 4 371-381 10.28951/bjb.v40i4.634

Read More

The Role of Network Science in Glioblastoma

Statistics and Risk Management Review Lopes,MB;Martins,EP;Vinga,S;Costa,BM CANCERS 2021 13 5 1-22 10.3390/cancers13051045

Read More