Concepedia

Batch Anomaly Detection

Batch Anomaly Detection is a time series anomaly detection approach that processes data in fixed, non-overlapping segments to identify deviations from normal patterns within each batch, distinguishing itself from streaming or online methods by operating on complete, accumulated datasets rather than continuous, real-time inputs.

36

Publications

2.2K

Citations

116

Authors

69

Institutions

Publications per year

2017–2026

22

Parents

Publications

36

Evaluating Real-Time Anomaly Detection Algorithms -- The Numenta Anomaly Benchmark

Alexander Lavin, Subutai Ahmad · 2015 · 444 citations · Full text

, , +16

Fault detection of batch processes using multiway kernel principal component analysis

Jong‐Min Lee, ChangKyoo Yoo, In−Beum Lee · Computers & Chemical Engineering · 2004 · 272 citations

, , +16

Adaptive batch monitoring using hierarchical PCA

Stefan Rännar, John F. MacGregor, Svante Wold · Chemometrics and Intelligent Laboratory Systems · 1998 · 191 citations

, , +13

Detection and diagnosis of abnormal batch operations based on multi-way principal component analysis World Batch Forum, Toronto, May 1996

Paul Nomikos · ISA Transactions · 1996 · 130 citations

, , +14

Applying Hotelling's<i>T</i>2 Statistic to Batch Processes

Robert Mason, Youn-Min Chou, John C. Young · Journal of Quality Technology · 2001 · 74 citations

, , +15

1–5 of 36

Authors

116

  1. CY
    ChangKyoo Yoo

    Kyung Hee University, South Korea

    1 publications · 272 citations

    1

    h-index

  2. YL
    Yue Lu

    University of California, Riverside, United States

    1 publications · 54 citations

    1

    h-index

  3. FS
    Fumin Shen

    University of Electronic Science and Technology of China, China

    1 publications · 54 citations

    1

    h-index

  4. SR
    Salvatore Rampone

    University of Sannio, Italy

    1 publications · 67 citations

    1

    h-index

  5. PA
    Piyush Agarwal

    University of Waterloo, Canada

    1 publications · 48 citations

    1

    h-index

1–5 of 116

Institutions

69

  1. Pohang University of Science and Technology

    Pohang, South Korea

    2 h-index

    3 publications

    554 citations

  2. University of Potsdam

    Potsdam, Germany

    2 h-index

    3 publications

    122 citations

  3. McMaster University

    Hamilton, Canada

    2 h-index

    4 publications

    464 citations

  4. University of Huddersfield

    Huddersfield, United Kingdom

    1 h-index

    1 publications

    10 citations

  5. Hasselt University

    Hasselt, Belgium

    1 h-index

    1 publications

    28 citations

  6. Shanghai University of Engineering Science

    Shanghai, China

    1 h-index

    1 publications

    27 citations

  7. SINTEF

    Trondheim, Norway

    1 h-index

    1 publications

    28 citations

  8. Technical University of Denmark

    Kongens Lyngby, Denmark

    1 h-index

    1 publications

    20 citations

1–8 of 69

Venues

  1. Computers & Chemical Engineering

    5 publications · 374 citations

    5

    h-index

  2. 2

    h-index

  3. 1

    h-index

  4. 1

    h-index

  5. Information Systems

    1 publications · 28 citations

    1

    h-index

1–5