Tag: Data Science

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

Statistics and Risk Management Review Cruz,RC;Costa,PR;Vinga,S;Krippahl,L;Lopes,MB JOURNAL OF MARINE SCIENCE AND ENGINEERING 2021 9 3 283 10.3390/jmse9030283

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

Statistics and Risk Management Review 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 FRONTIERS IN MICROBIOLOGY 2021 12 10.3389/fmicb.2021.634511

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

Statistics and Risk Management Article Silva,A;Fonseca,M HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS 2021 50 2 579-593 10.15672/hujms.647481

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

Statistics and Risk Management Book Chapter Lopes,MB;Vinga,S Computational Biology - Advances in Artificial Intelligence, Computation, and Data Science 2021 77-92 10.1007/978-3-030-69951-2_3

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

Statistics and Risk Management Article 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 FRONTIERS IN MICROBIOLOGY 2021 12 10.3389/fmicb.2021.635781

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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

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

Statistics and Risk Management Proceedings Paper Correia,A;Moura,R;Fonseca,M DEVELOPMENTS AND ADVANCES IN DEFENSE AND SECURITY Multidisciplinary International Conference of Research Applied to Defense and Security (MICRADS) Smart Innovation Systems and Technologies 2020 152 321-331 10.1007/978-981-13-9155-2_26

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Comparing sleep quality in institutionalized and non-institutionalized elderly individuals

Statistics and Risk Management Article da Silva,RM;Afonso,P;Fonseca,M;Teodoro,T AGING & MENTAL HEALTH 2020 24 9 1452-1458 10.1080/13607863.2019.1619168

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

Statistics and Risk Management Proceedings Paper Diegues,I;Vinga,S;Lopes,MB Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2020 2020 12108 LNBI 15-26 10.1007/978-3-030-45385-5_2

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Network-Based Variable Selection for Survival Outcomes in Oncological Data

Statistics and Risk Management Proceedings Paper Carrasquinha,E;Veríssimo,A;Lopes,MB;Vinga,S Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2020 2020 12108 LNBI 550-561 10.1007/978-3-030-45385-5_49

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