Concepedia

Probabilistic State Models

Probabilistic State Models is a computational modeling framework in cell fate analysis that represents cellular states as discrete entities and transitions between them as stochastic processes governed by probabilistic rules, thereby capturing the inherent variability and uncertainty in cell fate decisions.

168

Publications

8.9K

Citations

480

Authors

215

Institutions

Publications per year

2017–2026

31

Parents

Publications

168

Using occupancy grids for mobile robot perception and navigation

Alberto Elfes · Computer · 1989 · 2.2K citations

, , +17

A probabilistic approach to aircraft conflict detection

Maria Prandini, Jianghai Hu, John Lygeros et al. · IEEE Transactions on Intelligent Transportation Systems · 2000 · 288 citations

, , +13

Interacting multiple model tracking with target amplitude feature

D. Lerro, Yaakov Bar‐Shalom · IEEE Transactions on Aerospace and Electronic Systems · 1993 · 190 citations

, , +15

Hidden Markov Model-Based Nonfragile State Estimation of Switched Neural Network With Probabilistic Quantized Outputs

Jun Cheng, Ju H. Park, Jinde Cao et al. · IEEE Transactions on Cybernetics · 2019 · 186 citations

, , +17

Probabilistic Models of Larval Zebrafish Behavior Reveal Structure on Many Scales

Robert E. Johnson, Scott W. Linderman, Thomas Panier et al. · Current Biology · 2019 · 185 citations · Full text

, , +12

1–5 of 168

Authors

480

  1. WB
    Wolfram Burgard

    University of Freiburg, Germany

    4 publications · 106 citations

    4

    h-index

  2. MB
    Michael Beetz

    Technical University of Munich, Germany

    3 publications · 179 citations

    3

    h-index

  3. RH
    Robert Hanek

    Technical University of Munich, Germany

    2 publications · 139 citations

    2

    h-index

  4. SB
    Sebastian Buck

    University of Tübingen, Germany

    2 publications · 139 citations

    2

    h-index

  5. BL
    Beth L. Hill

    Stanford University, United States

    2 publications · 44 citations

    2

    h-index

1–5 of 480

Institutions

215

  1. Massachusetts Institute of Technology

    Cambridge, United States

    6 h-index

    23 publications

    1.8K citations

  2. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    8 publications

    2.6K citations

  3. University of Oxford

    Oxford, United Kingdom

    6 h-index

    10 publications

    835 citations

  4. University of Washington

    Seattle, United States

    5 h-index

    12 publications

    211 citations

  5. National University of Singapore

    Singapore, Singapore

    5 h-index

    9 publications

    239 citations

  6. Stanford University

    Stanford, United States

    4 h-index

    7 publications

    322 citations

  7. Harvard University

    Cambridge, United States

    4 h-index

    14 publications

    1.4K citations

  8. Technical University of Munich

    Munich, Germany

    3 h-index

    8 publications

    709 citations

1–8 of 215

Venues

  1. 3

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 176 citations

    3

    h-index

  3. Theoretical Computer Science

    2 publications · 91 citations

    2

    h-index

  4. 2

    h-index

  5. IEEE Transactions on Smart Grid

    2 publications · 135 citations

    2

    h-index

1–5