Concepedia

Sensor Data Preprocessing

Sensor Data Preprocessing is a methodological procedure within mobile sensor integration that transforms raw sensor data into a standardized, noise-reduced, and analyzable form by correcting errors, removing outliers, and aligning temporal or spatial discrepancies.

89

Publications

4.3K

Citations

378

Authors

155

Institutions

Publications per year

2017–2026

44

Parents

Publications

89

Preprocessing techniques for context recognition from accelerometer data

Davide Figo, Pedro C. Diniz, Diogo R. Ferreira et al. · Personal and Ubiquitous Computing · 2010 · 570 citations

, , +13

Prediction of rainfall time series using modular artificial neural networks coupled with data-preprocessing techniques

C.L. Wu, Kwok‐wing Chau, Chaobo Fan · Journal of Hydrology · 2010 · 357 citations

, , +15

Optimizing the use of biologgers for movement ecology research

Hannah J. Williams, Lucy A. Taylor, Simon Benhamou et al. · Journal of Animal Ecology · 2019 · 352 citations · Full text

, , +14

The Tasseled Cap de-mystified

E. P. Crist, R. J. Kauth · Photogrammetric Engineering & Remote Sensing · 1986 · 295 citations

, , +14

A Pipelined Framework for Online Cleaning of Sensor Data Streams

Shawn R. Jeffery, Gustavo Alonso, Michael J. Franklin et al. · 2006 · 191 citations

, , +17

1–5 of 89

Authors

378

  1. AA
    Ahmad Almogren

    King Saud University, Saudi Arabia

    2 publications · 145 citations

    2

    h-index

  2. MM
    Mohammad Mehedi Hassan

    King Saud University, Saudi Arabia

    2 publications · 145 citations

    2

    h-index

  3. AK
    Ali Kadhum Idrees

    University of Babylon, Iraq

    2 publications · 44 citations

    2

    h-index

  4. MZ
    Martin Zenzes

    University of Bremen, Germany

    2 publications · 57 citations

    2

    h-index

  5. MS
    Moritz Schilling

    University of Bremen, Germany

    2 publications · 57 citations

    2

    h-index

1–5 of 378

Institutions

155

  1. German Research Centre for Artificial Intelligence

    Kaiserslautern, Germany

    3 h-index

    8 publications

    213 citations

  2. Utrecht University

    Utrecht, The Netherlands

    2 h-index

    5 publications

    452 citations

  3. University of Bremen

    Bremen, Germany

    2 h-index

    8 publications

    221 citations

  4. The University of Sydney

    Sydney, Australia

    2 h-index

    6 publications

    168 citations

  5. University of Hong Kong

    Pok Fu Lam, Hong Kong

    2 h-index

    4 publications

    252 citations

  6. Harbin Institute of Technology

    Harbin, China

    2 h-index

    7 publications

    149 citations

  7. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    730 citations

  8. Birla Institute of Technology and Science - Hyderabad Campus

    Hyderabad, India

    2 h-index

    2 publications

    64 citations

1–8 of 155

Venues

  1. Sensors

    2 publications · 40 citations

    2

    h-index

  2. Future Generation Computer Systems

    FGCS · 2 publications · 47 citations

    2

    h-index

  3. Expert Systems with Applications

    2 publications · 129 citations

    2

    h-index

  4. 2

    h-index

  5. Pervasive and Mobile Computing

    2 publications · 33 citations

    2

    h-index

1–5