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Essays on bioinformatics and social network analysis: statistical and computational methods for complex systems
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Novel computational methods of disease gene and variant discovery, parallelization and applications
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Unlocking capacities of genomics datasets through effective computational methods
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Sparse representation models and applications to bioinformatics
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Computer vision approaches to the analysis of animal behavior
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Computational analysis of the spatial and temporal organization of the cellular environment
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Computational analysis of DNA replication timing and fork dynamics in S. cerevisiae
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Algorithmic study on mass spectrometry and proteomics
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Probe -target hybridization modeling and its application to the analysis of microarrays
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Profiling transcription factor-DNA binding specificity
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Computational methods for translation regulation analysis from Ribo-seq data
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Computational and experimental approaches for the identification of genes and gene networks in the Drosophila sex-determination hierarchy
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Developing statistical and algorithmic methods for shotgun metagenomics and time series analysis
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Too many needles in this haystack: algorithms for the analysis of next generation sequence data
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Whole genome bisulfite sequencing: analytical methods and biological insights
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Geometric interpretation of biological data: algorithmic solutions for next generation sequencing analysis at massive scale
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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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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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Measuring, modeling and identifying factors that influence eukaryotic DNA replication
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Analysis of protein -protein interactions using multiple biological data sets
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Sharpening the edge of tools for microbial diversity analysis
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Fast search and clustering for large-scale next generation sequencing data
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Automatic tracking of flies and the analysis of fly behavior
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Characterizing brain aging with neuroimaging, health, and genetic data
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