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Sparse representation models and applications to bioinformatics
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Essays on bioinformatics and social network analysis: statistical and computational methods for complex systems
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Unlocking capacities of genomics datasets through effective computational methods
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Algorithmic study on mass spectrometry and proteomics
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Bioinformatics analysis of the anti-cancer potency of NMI on non-small cell lung cancer and its potential mechanism
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Profiling transcription factor-DNA binding specificity
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Novel computational methods of disease gene and variant discovery, parallelization and applications
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Computational analysis of DNA replication timing and fork dynamics in S. cerevisiae
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Efficient short-read sequencing on long-read sequencers
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Integrating high-throughput sequencing data to study gene regulation
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Computer vision approaches to the analysis of animal behavior
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Whole genome bisulfite sequencing: analytical methods and biological insights
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Probing the genetic basis of gene expression variation through Bayesian analysis of allelic imbalance and transcriptome studies of oil palm interspecies hybrids
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Characterizing brain aging with neuroimaging, health, and genetic data
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Mapping epigenetic and epistatic components of heritability in natural population
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A generalization of the accumulation curve in species sampling and its applications to high‐throughput sequencing
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Measuring, modeling and identifying factors that influence eukaryotic DNA replication
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Breaking the plateau in de novo genome scaffolding
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Geometric interpretation of biological data: algorithmic solutions for next generation sequencing analysis at massive scale
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Developing statistical and algorithmic methods for shotgun metagenomics and time series analysis
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Application of machine learning methods in genomic data analysis
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Big data analytics in metagenomics: integration, representation, management, and visualization
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Probabilistic modeling and data integration to examine RNA-protein interactions
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Too many needles in this haystack: algorithms for the analysis of next generation sequence data
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Fast search and clustering for large-scale next generation sequencing data
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