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Is the reduction of dimensionality to a small number of features always necessary in constructing predictive models for analysis of complex diseases or behaviours?

, , , , и . EMBC, стр. 3573-3576. IEEE, (2011)

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Analytic Approaches to Phenotypic Complexity., , , и . MedInfo, том 192 из Studies in Health Technology and Informatics, стр. 1267. IOS Press, (2013)Linking Protein Mass with Function via Organismal Massome Networks., , , и . BIBE, стр. 59-65. IEEE Computer Society, (2007)Is the reduction of dimensionality to a small number of features always necessary in constructing predictive models for analysis of complex diseases or behaviours?, , , , и . EMBC, стр. 3573-3576. IEEE, (2011)Bioinformatics and Proteomics: An Engineering Problem Solving-Based Approach., и . IEEE Trans. Educ., 50 (1): 49-54 (2007)Smoky Mountain Data Challenge 2020: An Open Call to Solve Data Problems in the Areas of Neutron Science, Material Science, Urban Modeling and Dynamics, Geophysics, and Biomedical Informatics., , , , , , , , , и 12 other автор(ы). SMC, том 1315 из Communications in Computer and Information Science, стр. 425-442. Springer, (2020)A Systematic Approach to Quantifying Evolutionary Functional Trends Across the Universal Tree of Life., , , и . BIBE, стр. 374-378. IEEE Computer Society, (2007)Automated Synthesis and Visualization of a Chemotherapy Treatment Regimen Network., , и . MedInfo, том 192 из Studies in Health Technology and Informatics, стр. 62-66. IOS Press, (2013)Nonlinear dimensionality reduction methods for synthetic biology biobricks' visualization., , , , и . BMC Bioinform., 18 (1): 47:1-47:10 (2017)Causal discovery based on healthcare information., , , , и . BIBM, стр. 71-73. IEEE Computer Society, (2013)The challenges of informatics in synthetic biology: from biomolecular networks to artificial organisms, , и . Brief Bioinform, 11 (1): 80--95 (01.01.2010)