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Yue Niu

Associate Professor, Mathematics | Associate Professor, Statistics-GIDP | Member of the Graduate Faculty

Mathematics
Map Page
20+ Collaborators
$305.9K / $372.3K Funding
20+ Publications
5+ Courses

Research Area

machine learning, change-point detection, algorithm, data analysis, screening, metabolism, detection, metabolomics, huanglongbing, ranking

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    Recent

    Equivariant Variance Estimation for Multiple Change-point Model

    2023
    change-point detection, variance estimation, statistical modeling, signal processing, machine learning

    Nontargeted metabolomics-based multiple machine learning modeling boosts early accurate detection for citrus Huanglongbing

    2022
    metabolomics, machine learning, disease detection, citrus, huanglongbing

    A super scalable algorithm for short segment detection.

    2021
    algorithm, detection, scalability, segment, short

    Multiple Machine Learning Modeling Combined with UHPLC/MS-Based Untargeted Metabolomics Boosts Early Detection of Citrus Huanglongbing

    2021
    machine learning, metabolomics, citrus disease detection, huanglongbing, uhplc/ms

    A super scalable algorithm for segment detection

    2020
    machine learning, algorithm, computer vision, data analytics, image processing

    An Accurate and Powerful Method for Copy Number Variation Detection

    2019
    genomic, copy number variation, detection, methodology, precision medicine

    A New Reduced-Rank Linear Discriminant Analysis Method and Its Applications

    2018
    linear discriminant analysis, dimensionality reduction, machine learning, pattern recognition, data analysis

    Metabolic analysis reveals altered long-chain fatty acid metabolism in the host by Huanglongbing disease

    2018
    metabolism, host-pathogen interaction, fatty acids, metabolic diseases

    Interaction Screening by Partial Correlation

    2018
    interaction, correlation, screening, partial correlation, data analysis

    modSaRa: a computationally efficient R package for CNV identification

    2017
    cnv identification, computational efficiency, r package

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    • Theory of Statistics

    • Theory of Probability

    • Introduction to Statistics and Biostatistics

    • Capstone for Statistics and Data Science

    • Time Series Analysis

    Page 1 of 2
    Yue Niu | KMap Profile - Institutional Knowledge Map (KMap)