Concepedia

In-vehicle Data Mining

In-Vehicle Data Mining is a computational methodology within telematics analytics that involves the systematic extraction, analysis, and interpretation of vehicle-generated data streams to uncover latent patterns, behaviors, and insights specific to vehicular operations and driver dynamics.

66

Publications

3.1K

Citations

221

Authors

98

Institutions

Publications per year

2017–2026

43

Parents

Publications

66

Developing Vehicular Data Cloud Services in the IoT Environment

He Wu, Gongjun Yan, Li Da Xu · IEEE Transactions on Industrial Informatics · 2014 · 565 citations

, , +17

Automobile Driver Fingerprinting

Miro Enev, Alex Takakuwa, Karl Koscher et al. · Proceedings on Privacy Enhancing Technologies · 2015 · 231 citations · Full text

, , +16

Uncovering cabdrivers’ behavior patterns from their digital traces

Liu Liang, Clio Andris, Carlo Ratti · Computers Environment and Urban Systems · 2010 · 219 citations

, , +9

A context aware system for driving style evaluation by an ensemble learning on smartphone sensors data

Mohammad Mahdi Bejani, Mehdi Ghatee · Transportation Research Part C Emerging Technologies · 2018 · 135 citations

, , +17

Identifying driving safety profiles from smartphone data using unsupervised learning

Eleni G. Mantouka, Emmanouil Barmpounakis, Eleni I. Vlahogianni · Safety Science · 2019 · 124 citations

, , +16

1–5 of 66

Authors

221

  1. MV
    Mario V. Wüthrich

    ETH Zurich, Switzerland

    3 publications · 110 citations

    3

    h-index

  2. GG
    Guangyuan Gao

    Renmin University of China, China

    3 publications · 89 citations

    3

    h-index

  3. AC
    Ashok Chaitanya Koppisetty

    Volvo Cars (Sweden)

    2 publications · 44 citations

    2

    h-index

  4. KN
    Kazunari Nawa

    Toyota Motor Corporation (Switzerland), Switzerland

    2 publications · 31 citations

    2

    h-index

  5. MP
    Marina Papatriantafilou

    Chalmers University of Technology, Sweden

    2 publications · 44 citations

    2

    h-index

1–5 of 221

Institutions

98

  1. ETH Zurich

    Zurich, Switzerland

    4 h-index

    4 publications

    147 citations

  2. Chalmers University of Technology

    Gothenburg, Sweden

    3 h-index

    12 publications

    275 citations

  3. Renmin University of China

    Beijing, China

    3 h-index

    3 publications

    89 citations

  4. Volvo Cars (Sweden)

    Gothenburg, Sweden

    3 h-index

    5 publications

    144 citations

  5. Guangdong University of Technology

    Guangzhou, China

    2 h-index

    9 publications

    573 citations

  6. Texas Department of Transportation

    Austin, United States

    2 h-index

    7 publications

    88 citations

  7. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    5 publications

    59 citations

  8. Volvo (Sweden)

    Gothenburg, Sweden

    2 h-index

    3 publications

    98 citations

1–8 of 98

Venues

  1. Accident Analysis & Prevention

    4 publications · 184 citations

    5

    h-index

  2. 4

    h-index

  3. Transportation Research Interdisciplinary Perspectives

    TRIP · 2 publications · 40 citations

    2

    h-index

  4. 2

    h-index

  5. European Actuarial Journal

    2 publications · 99 citations

    2

    h-index

1–5