Concepedia

Subspace Anomaly Detection

Subspace Anomaly Detection is a method in anomaly detection that identifies outliers within specific low-dimensional subspaces of a high-dimensional data space, where anomalies deviate significantly from normal patterns only with respect to a subset of dimensions rather than the entire space.

76

Publications

5.7K

Citations

232

Authors

108

Institutions

Publications per year

2017–2026

35

Parents

Publications

76

Diagnosing network-wide traffic anomalies

Anukool Lakhina, Mark Crovella, Christophe Diot · 2004 · 1K citations · Full text

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Characterization of network-wide anomalies in traffic flows

Anukool Lakhina, Mark Crovella, C. Diot · 2004 · 417 citations

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Diagnosing network-wide traffic anomalies

Anukool Lakhina, Mark Crovella, Christophe Diot · ACM SIGCOMM Computer Communication Review · 2004 · 400 citations

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Sensitivity of PCA for traffic anomaly detection

Haakon Ringberg, Augustin Soule, Jennifer Rexford et al. · 2007 · 354 citations

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Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation

Jiayi Li, Hongyan Zhang, Liangpei Zhang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2015 · 281 citations

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1–5 of 76

Authors

232

  1. CD
    Christophe Diot

    Sprint (United States), United States

    5 publications · 2.2K citations

    5

    h-index

  2. MC
    Mark Crovella

    Boston University, United States

    4 publications · 2.1K citations

    4

    h-index

  3. AL
    Anukool Lakhina

    Intel (United Kingdom), United Kingdom

    4 publications · 2.1K citations

    4

    h-index

  4. QD
    Qian Du

    Mississippi State University, United States

    3 publications · 150 citations

    3

    h-index

  5. NM
    Nasser M. Nasrabadi

    DEVCOM Army Research Laboratory, United States

    3 publications · 82 citations

    3

    h-index

1–5 of 232

Institutions

108

  1. K Lab (United States)

    Hillsborough, United States

    6 h-index

    11 publications

    396 citations

  2. Intel (United Kingdom)

    Swindon, United Kingdom

    4 h-index

    4 publications

    2.1K citations

  3. DEVCOM Army Research Laboratory

    Adelphi, United States

    4 h-index

    8 publications

    398 citations

  4. Xidian University

    Xi'an, China

    3 h-index

    15 publications

    1.2K citations

  5. Technion – Israel Institute of Technology

    Haifa, Israel

    3 h-index

    6 publications

    140 citations

  6. Federation University

    Ballarat, Australia

    3 h-index

    6 publications

    249 citations

  7. Wuhan University

    Wuhan, China

    3 h-index

    8 publications

    1.1K citations

  8. Harbin Institute of Technology

    Harbin, China

    3 h-index

    10 publications

    396 citations

1–8 of 108

Venues

  1. 6

    h-index

  2. 3

    h-index

  3. 3

    h-index

  4. International Journal of Remote Sensing

    2 publications · 66 citations

    2

    h-index

  5. IEEE Geoscience and Remote Sensing Letters

    GRSL · 2 publications · 67 citations

    2

    h-index

1–5