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A Review of Recent Machine Learning Advances for Forecasting Harmful Algal Blooms and Shellfish Contamination

2021, JOURNAL OF MARINE SCIENCE AND ENGINEERING, Cruz,RC;Costa,PR;Vinga,S;Krippahl,L;Lopes,MB

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Applications of Machine Learning in Human Microbiome Studies: A Review on Feature Selection, Biomarker Identification, Disease Prediction and Treatment

2021, FRONTIERS IN MICROBIOLOGY, Marcos Zambrano,LJ;Karaduzovic Hadziabdic,K;Turukalo,TL;Przymus,P;Trajkovik,V;Aasmets,O;Berland,M;Gruca,A;Hasic,J;Hron,K;Klammsteiner,T;Kolev,M;Lahti,L;Lopes,MB;Moreno,V;Naskinova,I;Org,E;Paciencia,I;Papoutsoglou,G;Shigdel,R;Stres,B;Vilne,B;Yousef,M;Zdravevski,E;Tsamardinos,I;Pau,ECD;Claesson,MJ;Moreno Indias,I;Truu,J

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Heteroscedastic additive models – Estimating the fixed effects and covariance matrix parameters

2021, HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS, Silva,A;Fonseca,M

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Learning Biomedical Networks: Toward Data-Informed Clinical Decision and Therapy

2021, Computational Biology - Advances in Artificial Intelligence, Computation, and Data Science, Lopes,MB;Vinga,S

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Statistical and Machine Learning Techniques in Human Microbiome Studies: Contemporary Challenges and Solutions

2021, FRONTIERS IN MICROBIOLOGY, Moreno Indias,I;Lahti,L;Nedyalkova,M;Elbere,I;Roshchupkin,G;Adilovic,M;Aydemir,O;Bakir Gungor,B;Pau,ECD;D'Elia,D;Desai,MS;Falquet,L;Gundogdu,A;Hron,K;Klammsteiner,T;Lopes,MB;Marcos Zambrano,LJ;Marques,C;Mason,M;May,P;Pasic,L;Pio,G;Pongor,S;Promponas,VJ;Przymus,P;Saez Rodriguez,J;Sampri,A;Shigdel,R;Stres,B;Suharoschi,R;Truu,J;Truica,CO;Vilne,B;Vlachakis,D;Yilmaz,E;Zeller,G;Zomer,AL;Gomez Cabrero,D;Claesson,MJ

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The Role of Network Science in Glioblastoma

2021, CANCERS, Lopes,MB;Martins,EP;Vinga,S;Costa,BM

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Assessing the Location of Search and Rescue Stations on the Portuguese Coast

2020, DEVELOPMENTS AND ADVANCES IN DEFENSE AND SECURITY, Correia,A;Moura,R;Fonseca,M

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Comparing sleep quality in institutionalized and non-institutionalized elderly individuals

2020, AGING & MENTAL HEALTH, da Silva,RM;Afonso,P;Fonseca,M;Teodoro,T

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Identification of Common Gene Signatures in Microarray and RNA-Sequencing Data Using Network-Based Regularization

2020, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Diegues,I;Vinga,S;Lopes,MB

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Network-Based Variable Selection for Survival Outcomes in Oncological Data

2020, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Carrasquinha,E;Veríssimo,A;Lopes,MB;Vinga,S

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