Concepedia

Interpolation Features

Interpolation Features is a time series feature engineering method that generates informative attributes by estimating missing or unobserved values within a temporal sequence using mathematical interpolation techniques, thereby preserving underlying temporal dynamics and enhancing predictive model performance.

4

Publications

85

Citations

13

Authors

8

Institutions

Publications per year

2017–2026

2

Parents

Publications

4

BiLSTM with Data Augmentation using Interpolation Methods to Improve Early Detection of Parkinson Disease

Robertas Damaševičius, Olusola Abayomi‐Alli, Rytis Maskeliūnas et al. · Annals of Computer Science and Information Systems · 2020 · 48 citations · Full text

, , +17

Preservation of Interpolation Features by Fibring

Walter Carnielli, João Rasga, Cristina Sernadas · Journal of Logic and Computation · 2007 · 16 citations

, , +13

Using deep learning to interpolate the missing data in time-series for credit risks along supply chain

Wenfeng Zhang, Ming K. Lim, Mei Yang et al. · Industrial Management & Data Systems · 2023 · 13 citations · Full text

, , +17

Review of Fractal Transform based Image and Video Compression

Rupal Chaudhari, Sanjay B. Dhok · 2012 · 11 citations

, , +16

Enabling parametric design space exploration by non-designers

Eduardo Castro e Costa, Joaquim Jorge, Aaron D. Knochel et al. · Artificial intelligence for engineering design analysis and manufacturing · 2020 · 10 citations · Full text

, , +16

1–5 of 4

Authors

13

  1. RM
    Rytis Maskeliūnas

    Kaunas University of Technology, Lithuania

    1 publications · 48 citations

    1

    h-index

  2. AD
    Aaron D. Knochel

    Pennsylvania State University, United States

    1 publications · 10 citations

    1

    h-index

  3. RC
    Rupal Chaudhari

    Visvesvaraya National Institute of Technology, India

    1 publications · 11 citations

    1

    h-index

  4. AA
    Adebayo Abayomi‐Alli

    Federal University of Agriculture, Nigeria

    1 publications · 48 citations

    1

    h-index

  5. JJ
    Joaquim Jorge

    Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento, Portugal

    1 publications · 10 citations

    1

    h-index

1–5 of 13

Institutions

8

  1. School of Visual Arts

    New York, United States

    1 h-index

    1 publications

    10 citations

  2. Kaunas University of Technology

    Kaunas, Lithuania

    1 h-index

    2 publications

    96 citations

  3. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    1 h-index

    3 publications

    48 citations

  4. Federal University of Agriculture

    Abeokuta, Nigeria

    1 h-index

    1 publications

    48 citations

  5. Vytautas Magnus University

    Kaunas, Lithuania

    1 h-index

    1 publications

    48 citations

  6. Pennsylvania State University

    State College, United States

    1 h-index

    3 publications

    30 citations

  7. University of Lisbon

    Lisbon, Portugal

    1 h-index

    1 publications

    10 citations

  8. Atlântica Instituto Universitário

    Barcarena, Portugal

    1 h-index

    3 publications

    48 citations

1–8 of 8

Venues

  1. Journal of Logic and Computation

    1 publications · 16 citations

    1

    h-index

  2. 1

    h-index

  3. Annals of Computer Science and Information Systems

    Conference · 1 publications · 48 citations

    1

    h-index

  4. Industrial Management & Data Systems

    1 publications · 13 citations

1–4