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    1

    Bag-of-Words for Time Series Classification via Sparse Representation
    • Department of Computer Science and Information Engineering /103/ Master
    • Author: Zi-Wen Gui Advisor:
    • Time series classification has attracted increasing attention in machine learning and data mining. …
    • Clicks: 593Downloads: 1
    • Full text public date 2020/04/24 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date This full text is not authorized to be published. (National library)

    2

    Kernel Sliced Inverse Regression (KSIR) for Semi-supervised Learning

    3

    Online Nonlinear Support Vector Machine for Large-Scale Classification

    4

    A Parallel Structure for Understanding the Feature of Extreme High Dimensional Data

    5

    A Distributed Ensemble Scheme for Nonlinear Support Vector Machine

    6

    Automatic Model Selection for Support Vector Machines

    7

    Anomaly Detection Based On User Profiling Analysis

    8

    Robust Smooth Support Vector Machine Learning

    9

    Ranking Rules and Instances of Decision Trees

    10

    A Study on Reduced Set with Applications