Concepedia

Pattern Recognition In Spectra

Pattern Recognition in Spectra is a methodological framework in spectral interpretation that identifies and classifies meaningful structural regularities in spectral data through the analysis of characteristic signal patterns, distinguishing it from general signal processing by its focus on interpretable, domain-specific spectral signatures.

91

Publications

2.8K

Citations

267

Authors

118

Institutions

Publications per year

2017–2026

18

Parents

Publications

91

Pattern recognition of jet fuels: comprehensive GC×GC with ANOVA-based feature selection and principal component analysis

Kevin Johnson, Robert E. Synovec · Chemometrics and Intelligent Laboratory Systems · 2002 · 226 citations

, , +14

K-Nearest Neighbor Classification Rule (pattern recognition) applied to nuclear magnetic resonance spectral interpretation

Bruce R. Kowalski, Charles F. Bender · Analytical Chemistry · 1972 · 190 citations

, , +8

Pattern recognition using invariants defined from higher order spectra: 2-D image inputs

Vinod Chandran, Bob Carswell, B. Boashash et al. · IEEE Transactions on Image Processing · 1997 · 116 citations · Full text

, , +16

Application of Wavelet Packet Transform in Pattern Recognition of Near-IR Data

Beata Walczak, Bas van den Bogaert, D.L. Massart · Analytical Chemistry · 1996 · 115 citations

, , +16

On cross spectral periocular recognition

Anjali Sharma, Shalini Verma, Mayank Vatsa et al. · 2014 · 101 citations

, , +17

1–5 of 91

Authors

267

  1. MA
    M. A. Grechkoseeva

    Sobolev Institute of Mathematics, Russia

    5 publications · 84 citations

    5

    h-index

  2. BR
    Bruce R. Kowalski

    University of Washington, United States

    5 publications · 279 citations

    5

    h-index

  3. CF
    Charles F. Bender

    Lawrence Livermore National Laboratory, United States

    5 publications · 279 citations

    5

    h-index

  4. AV
    A. V. Vasil’ev

    Sobolev Institute of Mathematics, Russia

    3 publications · 57 citations

    3

    h-index

  5. TL
    T. L. Isenhour

    University of North Carolina at Chapel Hill, United States

    3 publications · 63 citations

    3

    h-index

1–5 of 267

Institutions

118

  1. Vrije Universiteit Brussel

    Brussels, Belgium

    3 h-index

    9 publications

    459 citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    3 h-index

    11 publications

    222 citations

  3. Sobolev Institute of Mathematics

    Novosibirsk, Russia

    3 h-index

    5 publications

    103 citations

  4. Beijing Normal University

    Beijing, China

    2 h-index

    4 publications

    86 citations

  5. Beijing Institute of Technology

    Beijing, China

    2 h-index

    4 publications

    92 citations

  6. Environmental Protection Agency

    Washington, United States

    2 h-index

    5 publications

    75 citations

  7. Pennsylvania State University

    State College, United States

    2 h-index

    3 publications

    70 citations

  8. Russian Academy of Sciences

    Moscow, Russia

    2 h-index

    3 publications

    39 citations

1–8 of 118

Venues

  1. Analytical Chemistry

    8 publications · 466 citations

    8

    h-index

  2. 6

    h-index

  3. Analytica Chimica Acta

    5 publications · 128 citations

    5

    h-index

  4. Surface and Interface Analysis

    SIA · 3 publications · 43 citations

    3

    h-index

  5. Siberian Mathematical Journal

    3 publications · 57 citations

    3

    h-index

1–5