DACON
search Subscribe
noti 0

    MY XP

    XP Info

    LEVEL 1

    Until Next Level 150 XP

    0/150 XP

    Today's XP

    0 / 800

    Total XP

    0

    Earned XP

    0

    Spent XP

    0

    Sign in with your SNS accounts

    google Sign in with Google
    Don't have an account? Sign Up
    Verify your email

    To sign up, you must verify your email. Do you want to resend the code?
    [Dacon] sign up verification

    Your email must be verified to complete the sign up process. Please verify your email below to complete.

    Terms of Use

    Privacy policy

    Consent to receive marketing information

    Dacon Monthly Machine Fault Diagnosis AI Challenge

    Algorithm | Audio | Unsupervised Learning | Anomaly Detection | Macro F1 Score

    Practice
    Overview Data Code (share) Talk Leaderboard

    Setup D-0
    Likes
    Views
    Comments
    Posted
    중요
    [Baseline] MFCC 기반 Feature 추출 + IsolationForest를 활용한 이상탐지
    Views  5,995
    Comments  0
    2yr ago
    [Baseline] MFCC 기반 Feature 추출 + IsolationForest를 활용한 이상탐지
    0
    5,995
    2yr ago
    [Private: 0.9933 2위] mfcc + mel_spectrogram / SVDD + ABOD
    voted Likes  12
    Views  2,960
    Comments  0
    1mo ago
    [Private: 0.9933 2위] mfcc + mel_spectrogram / SVDD + ABOD
    0
    2,960
    12
    1mo ago
    [Private: 0.99716, 1st] Fast Fourier transform & Autoencoder
    voted Likes  27
    Views  5,312
    Comments  11
    2yr ago
    [Private: 0.99716, 1st] Fast Fourier transform & Autoencoder
    11
    5,312
    27
    2yr ago
    [Private: 0.9566,9th] 시간& 주파수 영역 Feature, IF, OCSVM,AE,앙상블
    voted Likes  8
    Views  1,695
    Comments  2
    2yr ago
    [Private: 0.9566,9th] 시간& 주파수 영역 Feature, IF, OCSVM,AE,앙상블
    2
    1,695
    8
    2yr ago
    [Private: 0.9415, 16th] Kernel Density Estimation
    voted Likes  9
    Views  2,260
    Comments  0
    2yr ago
    [Private: 0.9415, 16th] Kernel Density Estimation
    0
    2,260
    9
    2yr ago
    [Private: 0.96225, 7th] VAE, RaPP, Residual 등
    voted Likes  7
    Views  2,505
    Comments  1
    2yr ago
    [Private: 0.96225, 7th] VAE, RaPP, Residual 등
    1
    2,505
    7
    2yr ago
    [private 0.96413,5th]Wavelet Decomposition, Isolation Forest
    voted Likes  12
    Views  2,902
    Comments  0
    2yr ago
    [private 0.96413,5th]Wavelet Decomposition, Isolation Forest
    0
    2,902
    12
    2yr ago
    [Private: 0.95659, 10위] Logscale-Melspec & IsolationForest
    voted Likes  8
    Views  2,339
    Comments  0
    2yr ago
    [Private: 0.95659, 10위] Logscale-Melspec & IsolationForest
    0
    2,339
    8
    2yr ago
    [PRIVATE : 0.93957 /18등] MFCC (+ 기타) + Scaler + 차원축소 + LOF
    voted Likes  11
    Views  2,853
    Comments  9
    2yr ago
    [PRIVATE : 0.93957 /18등] MFCC (+ 기타) + Scaler + 차원축소 + LOF
    9
    2,853
    11
    2yr ago
    [Private : 0.9660358013] 제출 코드 개선으로 통한 일반화 성능 향상
    voted Likes  5
    Views  1,308
    Comments  3
    2yr ago
    [Private : 0.9660358013] 제출 코드 개선으로 통한 일반화 성능 향상
    3
    1,308
    5
    2yr ago
    [Private: 0.9632, 6th] mean+median / Autoencoder+OCSVM
    voted Likes  3
    Views  2,591
    Comments  0
    2yr ago
    [Private: 0.9632, 6th] mean+median / Autoencoder+OCSVM
    0
    2,591
    3
    2yr ago