Concepedia

Sensor Data Analytics

Sensor Data Analytics is a computational framework that distinguishes itself from other data analytics approaches by focusing on the real-time processing, interpretation, and extraction of actionable insights from heterogeneous data streams generated by distributed sensor networks, particularly within the contexts of IoT, edge computing, and mobile smart sensors.

278

Publications

11.6K

Citations

1.1K

Authors

417

Institutions

Publications per year

2017–2026

164

Parents

Publications

278

The IoT for smart sustainable cities of the future: An analytical framework for sensor-based big data applications for environmental sustainability

Simon Elias Bibri · Sustainable Cities and Society · 2017 · 770 citations

, , +17

A Deep Learning Approach to on-Node Sensor Data Analytics for Mobile or Wearable Devices

Daniele Ravì, Charence Wong, Benny Lo et al. · IEEE Journal of Biomedical and Health Informatics · 2016 · 436 citations · Full text

, , +17

Extracting Places and Activities from GPS Traces Using Hierarchical Conditional Random Fields

Lin Liao, Dieter Fox, Henry Kautz · The International Journal of Robotics Research · 2007 · 411 citations

, , +16

Review—Machine Learning Techniques in Wireless Sensor Network Based Precision Agriculture

Yemeserach Mekonnen, Srikanth Namuduri, L. K. BURTON et al. · Journal of The Electrochemical Society · 2019 · 269 citations · Full text

, , +17

Big Data Meet Cyber-Physical Systems: A Panoramic Survey

Rachad Atat, Lingjia Liu, Jinsong Wu et al. · IEEE Access · 2018 · 245 citations · Full text

, , +17

1–5 of 278

Authors

1.1K

  1. DJ
    Diane J. Cook

    Washington State University, United States

    5 publications · 191 citations

    5

    h-index

  2. AP
    Arpan Pal

    Tata Consultancy Services (India), India

    3 publications · 63 citations

    3

    h-index

  3. AJ
    Akm Jahangir Alam Majumder

    Marquette University, United States

    3 publications · 153 citations

    3

    h-index

  4. CR
    Chunming Rong

    University of Stavanger, Norway

    3 publications · 142 citations

    3

    h-index

  5. DU
    D.R. Ucci

    Illinois Institute of Technology, United States

    3 publications · 153 citations

    3

    h-index

1–5 of 1.1K

Institutions

417

  1. Georgia Institute of Technology

    Atlanta, United States

    6 h-index

    21 publications

    1.1K citations

  2. Washington State University

    Pullman, United States

    5 h-index

    9 publications

    385 citations

  3. University of Washington

    Seattle, United States

    5 h-index

    13 publications

    1.5K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    13 publications

    369 citations

  5. King Saud University

    Riyadh, Saudi Arabia

    4 h-index

    10 publications

    329 citations

  6. Miami University

    Oxford, United States

    4 h-index

    11 publications

    476 citations

  7. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    9 publications

    224 citations

  8. National University of Singapore

    Singapore, Singapore

    3 h-index

    6 publications

    166 citations

1–8 of 417

Venues

  1. Sensors

    14 publications · 583 citations

    14

    h-index

  2. 4

    h-index

  3. Expert Systems with Applications

    4 publications · 191 citations

    4

    h-index

  4. IEEE Internet of Things Journal

    4 publications · 247 citations

    4

    h-index

  5. Procedia CIRP

    3 publications · 80 citations

    3

    h-index

1–5