Concepedia

Sparse Vector Modeling

Sparse Vector Modeling is a vector modeling approach that represents data using vectors in which most elements are zero, thereby emphasizing computational efficiency and feature selectivity in high-dimensional spaces.

35

Publications

2.7K

Citations

95

Authors

49

Institutions

Publications per year

2017–2026

8

Parents

Publications

35

Group lasso with overlap and graph lasso

Laurent Jacob, Guillaume Obozinski, Jean‐Philippe Vert · 2009 · 868 citations

, , +13

Analysis of Machine learning Techniques Used in Behavior-Based Malware Detection

Ivan Firdausi, Charles Lim, Alva Erwin et al. · 2010 · 326 citations

, , +16

Fast contingency screening and evaluation for voltage security analysis

G.C. Ejebe, H.P. van Meeteren, B.F. Wollenberg · IEEE Transactions on Power Systems · 1988 · 127 citations

, , +14

Emergency load shedding to avoid risks of voltage instability using indicators

J. Fandino, Nourédine Hadjsaïd, Jean‐Claude Sabonnadière et al. · IEEE Transactions on Power Systems · 1994 · 124 citations

, , +11

Peak alignment using reduced set mapping

Ralf J. O. Torgrip, Magnus Åberg, Bo Karlberg et al. · Journal of Chemometrics · 2003 · 97 citations

, , +13

1–5 of 35

Authors

95

  1. AP
    Athina P. Petropulu

    Rutgers, The State University of New Jersey, United States

    2 publications · 91 citations

    2

    h-index

  2. JF
    J. Fandino

    Électricité de France (France), France

    2 publications · 151 citations

    2

    h-index

  3. AM
    Alireza Mousavi

    Brunel University of London, United Kingdom

    2 publications · 62 citations

    2

    h-index

  4. JS
    Jean‐Claude Sabonnadière

    Laboratoire de Génie Électrique de Grenoble, France

    2 publications · 151 citations

    2

    h-index

  5. AM
    Arian Maleki

    Columbia University, United States

    2 publications · 62 citations

    2

    h-index

1–5 of 95

Institutions

49

  1. Électricité de France (France)

    Paris, France

    3 h-index

    9 publications

    304 citations

  2. Columbia University

    New York, United States

    3 h-index

    8 publications

    254 citations

  3. Technical University of Munich

    Munich, Germany

    2 h-index

    5 publications

    82 citations

  4. Princeton University

    Princeton, United States

    2 h-index

    2 publications

    91 citations

  5. Tsinghua University

    Beijing, China

    2 h-index

    4 publications

    94 citations

  6. Drexel University

    Philadelphia, United States

    2 h-index

    4 publications

    182 citations

  7. Georgia Institute of Technology

    Atlanta, United States

    2 h-index

    4 publications

    238 citations

  8. Rice University

    Houston, United States

    2 h-index

    6 publications

    186 citations

1–8 of 49

Venues

  1. IEEE Transactions on Power Systems

    8 publications · 436 citations

    8

    h-index

  2. IEEE Signal Processing Letters

    3 publications · 61 citations

    3

    h-index

  3. The Annals of Statistics

    2 publications · 62 citations

    2

    h-index

  4. Journal of Chemometrics

    1 publications · 97 citations

    1

    h-index

  5. IEEE Transactions on Vehicular Technology

    1 publications · 34 citations

    1

    h-index

1–5