Concepedia

Chemometric Decomposition

Chemometric Decomposition is a chemometric method that employs mathematical and statistical techniques to resolve overlapping spectral signals into their constituent pure component spectra and corresponding concentrations.

33

Publications

2.1K

Citations

122

Authors

56

Institutions

Publications per year

2017–2026

4

Parents

Publications

33

A scalable optimization approach for fitting canonical tensor decompositions

Evrim Acar, Daniel Dunlavy, Tamara G. Kolda · Journal of Chemometrics · 2011 · 302 citations

, , +11

Optimization-Based Algorithms for Tensor Decompositions: Canonical Polyadic Decomposition, Decomposition in Rank-$(L_r,L_r,1)$ Terms, and a New Generalization

Laurent Sorber, Marc Van Barel, Lieven De Lathauwer · SIAM Journal on Optimization · 2013 · 279 citations · Full text

, , +15

Comparison of three‐way resolution methods for non‐trilinear chemical data sets

Anna de Juan, Romá Tauler · Journal of Chemometrics · 2001 · 179 citations

, , +10

Multilinear Models: Applications in Spectroscopy

Sue E. Leurgans · Statistical Science · 1992 · 146 citations · Full text

, , +9

Multivariate data analysis for Raman spectroscopic imaging

Hideyuki Shinzawa, Kimie Awa, Wataru Kanematsu et al. · Journal of Raman Spectroscopy · 2009 · 116 citations

, , +16

1–5 of 33

Authors

122

  1. RY
    Ru‐Qin Yu

    Hunan University, China

    3 publications · 137 citations

    3

    h-index

  2. RT
    Romá Tauler

    Institute of Environmental Assessment and Water Research, Spain

    3 publications · 342 citations

    3

    h-index

  3. HW
    Hai‐Long Wu

    Hunan University, China

    3 publications · 137 citations

    3

    h-index

  4. YO
    Yukihiro Ozaki

    Kwansei Gakuin University, Japan

    2 publications · 202 citations

    2

    h-index

  5. PK
    Parker Kessler

    Bruker (Germany), Germany

    1 publications · 108 citations

    1

    h-index

1–5 of 122

Institutions

56

  1. Hunan University

    Changsha, China

    4 h-index

    20 publications

    917 citations

  2. State Key Laboratory of Chemobiosensing and Chemometrics

    Changsha, China

    3 h-index

    17 publications

    788 citations

  3. Kwansei Gakuin University

    Nishinomiya, Japan

    2 h-index

    2 publications

    202 citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    3 publications

    163 citations

  5. Universitat de Barcelona

    Barcelona, Spain

    2 h-index

    6 publications

    770 citations

  6. National Institute of Advanced Industrial Science and Technology

    Tsukuba, Japan

    1 h-index

    2 publications

    232 citations

  7. Mercer Island School District

    Mercer Island, United States

    1 h-index

    7 publications

    105 citations

  8. Collaborative Innovation Center of Chemical Science and Engineering Tianjin

    Tianjin, China

    1 h-index

    2 publications

    24 citations

1–8 of 56

Venues

  1. Journal of Chemometrics

    6 publications · 659 citations

    6

    h-index

  2. Analytica Chimica Acta

    3 publications · 73 citations

    3

    h-index

  3. 2

    h-index

  4. Talanta

    2 publications · 101 citations

    2

    h-index

  5. The Analyst

    2 publications · 41 citations

    2

    h-index

1–5