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TITLE: Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action  Full Text
AUTHORS: Domenica D’Elia; Jaak Truu; Leo Lahti; Magali Berland; Georgios Papoutsoglou; Michelangelo Ceci; Aldert Zomer; Marta Lopes ; Eliana Ibrahimi; Aleksandra Gruca; Alina Nechyporenko; Marcus Frohme; Thomas Klammsteiner; Enrique Carrillo-de Santa Pau; Laura Judith Marcos Zambrano; Karel Hron; Gianvito Pio; Andrea Simeon; Ramona Suharoschi; Isabel Moreno Indias; Andriy Temko; Miroslava Nedyalkova; Elena-Simona Apostol; Ciprian-Octavian Truică; Rajesh Shigdel; Jasminka Hasić Telalović; Erik Bongcam Rudloff; Piotr Przymus; Naida Babić Jordamović; Laurent Falquet; Sonia Tarazona; Alexia Sampri; Gaetano Isola; David Pérez Serrano; Vladimir Trajkovik; Lubos Klucar; Tatjana Loncar Turukalo; Aki Havulinna; Christian Jansen; Randi Bertelsen; Marcus Joakim Claesson; ...More
PUBLISHED: 2023, SOURCE: Frontiers in Microbiology, VOLUME: 14
INDEXED IN: Scopus CrossRef: 1 Unpaywall
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TITLE: Overview of data preprocessing for machine learning applications in human microbiome research  Full Text
AUTHORS: Ibrahimi, Eliana; Lopes, Marta B. ; Dhamo, Xhilda; Simeon, Andrea; Shigdel, Rajesh; Hron, Karel; Stres, Blaz; D'Elia, Domenica; Berland, Magali; Marcos Zambrano, Laura Judith;
PUBLISHED: 2023, SOURCE: FRONTIERS IN MICROBIOLOGY, VOLUME: 14
INDEXED IN: Scopus WOS CrossRef Unpaywall
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TITLE: Compositional data analysis for physical activity, sedentary time and sleep research  Full Text
AUTHORS: Dorothea Dumuid; Tyman E Stanford; Josep Antoni Martin Fernandez; Zeljko Pedisic; Carol A Maher; Lucy K Lewis; Karel Hron; Peter T Katzmarzyk; Jean Philippe Chaput; Mikael Fogelholm; Gang Hu; Estelle V Lambert; Jose Maia; Olga L Sarmiento; Martyn Standage; Tiago V Barreira; Stephanie T Broyles; Catrine Tudor Locke; Mark S Tremblay; Timothy Olds;
PUBLISHED: 2018, SOURCE: STATISTICAL METHODS IN MEDICAL RESEARCH, VOLUME: 27, ISSUE: 12
INDEXED IN: WOS
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TITLE: Exploratory data analysis for interval compositional data  Full Text
AUTHORS: Karel Hron; Paula Brito ; Peter Filzmoser;
PUBLISHED: 2017, SOURCE: ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, VOLUME: 11, ISSUE: 2
INDEXED IN: Scopus WOS DBLP CrossRef: 5