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KAIST Data Mining Lab

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  1. RP-DBSCAN RP-DBSCAN Public

    Java 59 13

  2. SELFIE SELFIE Public

    Python 50 9

  3. MG-TAR MG-TAR Public

    [IEEE T-ITS] MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk Prediction

    Python 50 21

  4. NETS NETS Public

    NETS:Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing

    Java 37 13

  5. STARE STARE Public

    Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping

    Java 34 23

  6. Hi-COVIDNet Hi-COVIDNet Public

    Codes and data for the paper "Hi-COVIDNet: Deep Learning Approach to Predict Inbound COVID-19 Patients and Case Study in South Korea", KDD 2020

    Jupyter Notebook 34 19

Repositories

Showing 10 of 40 repositories
  • PASTA Public

    [IEEE TETCI] PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series

    kaist-dmlab/PASTA’s past year of commit activity
    PureBasic 4 MIT 2 1 0 Updated Nov 5, 2024
  • kaist-dmlab/AdaPromptCL’s past year of commit activity
    Python 4 Apache-2.0 1 0 0 Updated Oct 22, 2024
  • RECURVE Public

    Repository for the paper, "Exploiting Representation Curvature for Boundary Detection in Time Series" accepted at NeurIPS 2024

    kaist-dmlab/RECURVE’s past year of commit activity
    Python 7 6 4 0 Updated Oct 22, 2024
  • DualTF Public
    kaist-dmlab/DualTF’s past year of commit activity
    Python 9 2 0 0 Updated Sep 5, 2024
  • ARCUS Public
    kaist-dmlab/ARCUS’s past year of commit activity
    Python 25 6 0 0 Updated Jun 19, 2024
  • pcb Public

    Official PyTorch Implementation for Active Prompt Learning in Vision Language Models

    kaist-dmlab/pcb’s past year of commit activity
    Python 21 MIT 2 0 0 Updated Jun 17, 2024
  • SemiTSR Public

    [KDD'24] Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate

    kaist-dmlab/SemiTSR’s past year of commit activity
    2 2 0 0 Updated Jun 14, 2024
  • TimesNAS Public

    Time Series-Aware Zero-Shot Neural Architecture Search for General Time-Series Analysis

    kaist-dmlab/TimesNAS’s past year of commit activity
    Python 2 Apache-2.0 3 0 0 Updated Apr 23, 2024
  • DropTop Public
    kaist-dmlab/DropTop’s past year of commit activity
    1 MIT 1 0 0 Updated Dec 11, 2023
  • kaist-dmlab/Prune4Rel’s past year of commit activity
    Python 16 7 5 0 Updated Nov 21, 2023

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