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Unsupervised Feature Construction and Knowledge Extraction from Genome-Wide Assays of Breast Cancer with Denoising Autoencoders.

, , , and . Pacific Symposium on Biocomputing, page 132-143. (2015)

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Functional network community detection can disaggregate and filter multiple underlying pathways in enrichment analyses., , , and . PSB, page 157-167. (2018)Optimal Use of Expert Knowledge in Ant Colony Optimization for the Analysis of Epistasis in Human Disease., , , , and . EvoBIO, volume 5483 of Lecture Notes in Computer Science, page 92-103. Springer, (2009)Solving Complex Problems in Human Genetics using Nature-Inspired Algorithms Requires Strategies which Exploit Domain-Specific Knowledge., and . Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery, IGI Global, (2010)Computational genetics analysis of grey matter density in Alzheimer's disease., , , , , , , and . BioData Min., (2014)PILGRM: an interactive data-driven discovery platform for expert biologists., and . Nucleic Acids Research, 39 (Web-Server-Issue): 368-374 (2011)Artificial Immune Systems for Epistasis Analysis in Human Genetics., , , and . EvoBIO, volume 6023 of Lecture Notes in Computer Science, page 194-204. Springer, (2010)Learning and Imputation for Mass-spec Bias Reduction (LIMBR)., , , and . Bioinformatics, 35 (9): 1518-1526 (2019)Chapter 2: Data-Driven View of Disease Biology., and . PLoS Computational Biology, (2012)Parameter tuning is a key part of dimensionality reduction via deep variational autoencoders for single cell RNA transcriptomics., and . PSB, page 362-373. (2019)An Open-Ended Computational Evolution Strategy for Evolving Parsimonious Solutions to Human Genetics Problems., , and . ECAL (1), volume 5777 of Lecture Notes in Computer Science, page 313-320. Springer, (2009)