Concepedia

Bayesian Sequence Models

Bayesian Sequence Models is a class of probabilistic sequence modeling frameworks that integrate Bayesian inference to quantify uncertainty in predictions by treating model parameters as random variables with prior distributions updated through observed sequential data.

21

Publications

646

Citations

76

Authors

61

Institutions

Publications per year

2017–2026

6

Parents

Publications

21

Human Inferences about Sequences: A Minimal Transition Probability Model

Florent Meyniel, Maxime Maheu, Stanislas Dehaene · PLoS Computational Biology · 2016 · 149 citations · Full text

, , +17

The sequence memoizer

Frank Wood, Jan Gasthaus, Cédric Archambeau et al. · Communications of the ACM · 2011 · 52 citations

, , +15

Internal dynamics condition centennial-scale oscillations in marine-based ice-stream retreat

Rachel Smedley, Richard C. Chiverrell, Colin K. Ballantyne et al. · Geology · 2017 · 48 citations · Full text

, , +15

Trough geometry was a greater influence than climate-ocean forcing in regulating retreat of the marine-based Irish-Sea Ice Stream

David Small, Rachel Smedley, Richard C. Chiverrell et al. · Geological Society of America Bulletin · 2018 · 42 citations · Full text

, , +14

Adaptive weighted fusion of multiple MR sequences for brain lesion segmentation

Florence Forbes, Senan Doyle, Daniel García-Lorenzo et al. · 2010 · 40 citations · Full text

, , +16

1–5 of 21

Authors

76

  1. GD
    G.A.T. Duller

    Aberystwyth University, United Kingdom

    2 publications · 90 citations

    2

    h-index

  2. MJ
    Matthew J. Burke

    University of Liverpool, United Kingdom

    2 publications · 90 citations

    2

    h-index

  3. JG
    Jan Gasthaus

    Amazon (United States), United States

    2 publications · 80 citations

    2

    h-index

  4. SD
    Stanislas Dehaene

    Inserm, France

    2 publications · 160 citations

    2

    h-index

  5. YW
    Yee Whye Teh

    University of Oxford, United Kingdom

    2 publications · 80 citations

    2

    h-index

1–5 of 76

Institutions

61

  1. Inserm

    Paris, France

    3 h-index

    7 publications

    520 citations

  2. Université Paris-Saclay

    Gif-sur-Yvette, France

    2 h-index

    6 publications

    480 citations

  3. Cognitive Neuroimaging Lab

    Gif-sur-Yvette, France

    2 h-index

    6 publications

    480 citations

  4. University of Sheffield

    Sheffield, United Kingdom

    2 h-index

    2 publications

    90 citations

  5. Délégation Paris 5

    Paris, France

    2 h-index

    2 publications

    160 citations

  6. Sorbonne Paris Cité

    Paris, France

    2 h-index

    2 publications

    160 citations

  7. University of Exeter

    Exeter, United Kingdom

    2 h-index

    2 publications

    90 citations

  8. University of Glasgow

    Glasgow, United Kingdom

    2 h-index

    2 publications

    90 citations

1–8 of 61

Venues

  1. Geology

    1 publications · 48 citations

    1

    h-index

  2. 1

    h-index

  3. Journal of Computational Biology

    1 publications · 19 citations

    1

    h-index

  4. Journal of Cleaner Production

    1 publications · 17 citations

    1

    h-index

  5. Bioinformation

    1 publications · 23 citations

    1

    h-index

1–5