Statistical analysis of high-throughput genomic data
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Iteratively learning data transformation programs from examples
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Information granulation and dimensionality reduction of seismic vibration monitoring data using orthonormal discrete wavelet transform for possible application to data mining, 2003
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Cyberinfrastructure management for dynamic data driven applications
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Scalable data integration under constraints
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Speeding up path planning on state lattices and grid graphs by exploiting freespace structure
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Data-driven methods for increasing real-time observability in smart distribution grids
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Development of an integrated biomechanics informatics system (IBIS) with knowledge discovery and decision support tools based on imaging informatics methodology
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Robust real-time algorithms for processing data from oil and gas facilities
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From raw sensor data to moving object trajectories at right resolution, quality, and abstraction
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Designing data-effective machine learning pipeline in application to physics and material science
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Magnetic induction-based wireless body area network and its application toward human motion tracking
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Dynamic latent structured data analytics
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Application of data-driven modeling in basin-wide analysis of unconventional resources, including domain expertise
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Towards trustworthy and data-driven social interventions
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Differential methylation analysis of colon tissues
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Human motion data analysis and compression using graph based techniques
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Active data acquisition for building language models for speech recognition
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Modeling and recognition of events from temporal sensor data for energy applications
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Data-efficient image and vision-and-language synthesis and classification
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Integrative analysis of gene expression and phenotype data
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Robust feature selection with penalized regression in imbalanced high dimensional data
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Analysis of waveform and catalog data of aftershocks for properties of earthquakes and faults
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Sparseness in functional data analysis
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Feature and model based biomedical system characterization of cancer
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