Concepedia

Bayesian Time Series Classification

Bayesian Time Series Classification is a statistical classification framework that employs Bayesian inference to model uncertainty in time-dependent data sequences, distinguishing itself through the integration of prior knowledge and posterior updating within a probabilistic time series setting.

20

Publications

1.5K

Citations

79

Authors

43

Institutions

Publications per year

2017–2026

7

Parents

Publications

20

PyMC: a modern, and comprehensive probabilistic programming framework in Python

Oriol Abril, Virgile Andreani, Colin Carroll et al. · PeerJ Computer Science · 2023 · 792 citations · Full text

, , +16

Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor

Diego Cabrera, Adriana Guamán, Shaohui Zhang et al. · Neurocomputing · 2019 · 138 citations

, , +16

Bayesian Classification in a Time-Varying Environment

P. H. Swain · IEEE Transactions on Systems Man and Cybernetics · 1978 · 96 citations · Full text

, , +10

A Bayesian approach for sleep and wake classification based on dynamic time warping method

Chunxiao Fu, Pengle Zhang, Jiang Jiang et al. · Multimedia Tools and Applications · 2015 · 61 citations

, , +13

Forecasting power market clearing price and its discrete PDF using a Bayesian-based classification method

Ernan Ni, Peter B. Luh · 2001 IEEE Power Engineering Society Winter Meeting. Conference Proceedings (Cat. No.01CH37194) · 2002 · 57 citations

, , +15

1–5 of 20

Authors

79

  1. RS
    René–Vinicio Sánchez

    Politecnica Salesiana University, Ecuador

    1 publications · 138 citations

    1

    h-index

  2. RK
    Ravin Kumar

    Consejo Nacional de Investigaciones Científicas y Técnicas, Argentina

    1 publications · 792 citations

    1

    h-index

  3. DC
    Diego Cabrera

    Politecnica Salesiana University, Ecuador

    1 publications · 138 citations

    1

    h-index

  4. CC
    Christian C. Luhmann

    Stony Brook University, United States

    1 publications · 792 citations

    1

    h-index

  5. RR
    Rishi Relan

    Technical University of Denmark, Denmark

    1 publications · 31 citations

    1

    h-index

1–5 of 79

Institutions

43

  1. University of Oxford

    Oxford, United Kingdom

    2 h-index

    3 publications

    856 citations

  2. Institute of Applied Physics

    Nizhny Novgorod, Russia

    1 h-index

    4 publications

    80 citations

  3. Major League Baseball

    New York, United States

    1 h-index

    1 publications

    792 citations

  4. Google (Switzerland)

    Zurich, Switzerland

    1 h-index

    1 publications

    792 citations

  5. Stony Brook University

    Stony Brook, United States

    1 h-index

    1 publications

    792 citations

  6. Boston University

    Boston, United States

    1 h-index

    1 publications

    792 citations

  7. OsloMet – Oslo Metropolitan University

    Oslo, Norway

    1 h-index

    2 publications

    22 citations

  8. Politecnica Salesiana University

    Cuenca, Ecuador

    1 h-index

    4 publications

    552 citations

1–8 of 43

Venues

  1. Remote Sensing

    1 publications · 16 citations

    1

    h-index

  2. Multimedia Tools and Applications

    1 publications · 61 citations

    1

    h-index

  3. arXiv (Cornell University)

    Repository · 1 publications · 15 citations

    1

    h-index

  4. 1

    h-index

  5. PeerJ Computer Science

    1 publications · 792 citations

    1

    h-index

1–5