Concepedia

Functional Data Interpolation

Functional Data Interpolation is a functional data analysis technique that belongs to the class of methods for reconstructing continuous functions from discrete observations, distinguished by its specific focus on estimating unobserved segments of a functional trajectory while preserving the inherent smoothness and structure of the underlying stochastic process.

11

Publications

316

Citations

37

Authors

26

Institutions

Publications per year

2017–2026

1

Parents

Publications

11

Kriging with external drift for functional data for air quality monitoring

Rosaria Ignaccolo, Jorge Mateu, Ramón Giraldo · Stochastic Environmental Research and Risk Assessment · 2013 · 76 citations · Full text

, , +16

Microwear Analysis in the Maya Lowlands: The Use of Functional Data in a Complex-Society Setting

Mark Aldenderfer, Larry R. Kimball, April Sievert · Journal of Field Archaeology · 1989 · 74 citations

, , +6

Support vector regression for functional data in multivariate calibration problems

Noslen Hernández, Isneri Talavera, R. Biscay et al. · Analytica Chimica Acta · 2008 · 27 citations · Full text

, , +14

Universal Kriging of functional data: Trace-variography vs cross-variography? Application to gas forecasting in unconventional shales

Alessandra Menafoglio, Ognjen Grujic, Jef Caers · Spatial Statistics · 2016 · 25 citations · Full text

, , +17

A traceable process to develop Bayesian networks from scarce data and expert judgment: A human reliability analysis application

Luca Podofillini, B. Reer, Vinh N. Dang · Reliability Engineering & System Safety · 2022 · 23 citations · Full text

, , +17

1–5 of 11

Authors

37

  1. AS
    April Sievert

    Indiana University Bloomington, United States

    2 publications · 86 citations

    2

    h-index

  2. LR
    Larry R. Kimball

    Appalachian State University, United States

    2 publications · 86 citations

    2

    h-index

  3. MA
    Mark Aldenderfer

    University of California, Merced, United States

    2 publications · 86 citations

    2

    h-index

  4. JC
    Jef Caers

    Stanford University, United States

    1 publications · 25 citations

    1

    h-index

  5. IT
    Isneri Talavera

    Advanced Technologies Application Center, Cuba

    1 publications · 27 citations

    1

    h-index

1–5 of 37

Institutions

26

  1. Advanced Technologies Application Center

    Havana, Cuba

    1 h-index

    3 publications

    81 citations

  2. Universidad Nacional de Colombia

    Bogotá, Colombia

    1 h-index

    1 publications

    76 citations

  3. Andrássy University Budapest

    Budapest, Hungary

    1 h-index

    3 publications

    63 citations

  4. Politecnico di Milano

    Milan, Italy

    1 h-index

    1 publications

    25 citations

  5. Universidad de Oriente

    Santiago de Cuba, Cuba

    1 h-index

    1 publications

    27 citations

  6. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    1 h-index

    1 publications

    27 citations

  7. Northern University of Malaysia

    Jitra, Malaysia

    1 h-index

    1 publications

    22 citations

  8. Ton Duc Thang University

    Ho Chi Minh City, Vietnam

    1 h-index

    1 publications

    22 citations

1–8 of 26

Venues

  1. Journal of Field Archaeology

    2 publications · 86 citations

    2

    h-index

  2. PubMed

    Repository · 1 publications · 13 citations

    1

    h-index

  3. Analytica Chimica Acta

    1 publications · 27 citations

    1

    h-index

  4. 1

    h-index

  5. Circuits Systems and Signal Processing

    CSSP · 1 publications · 15 citations

    1

    h-index

1–5