Concepedia

Bayesian Risk Classification

Bayesian Risk Classification is a probabilistic classification framework that assigns risk categories to instances by updating prior beliefs with observed evidence through Bayes' theorem, distinguishing itself from classical risk classification methods through its explicit incorporation of uncertainty and prior knowledge into the decision process.

16

Publications

821

Citations

59

Authors

30

Institutions

Publications per year

2017–2026

3

Parents

Publications

16

Design And Implementing Heart Disease Prediction Using Naives Bayesian

Anjan Nikhil Repaka, Sai Deepak Ravikanti, Ramya G Franklin · 2019 3rd International Conference on Trends in Electronics and Informatics (ICOEI) · 2019 · 218 citations

, , +16

Falling Rule Lists

Fulton Wang, Cynthia Rudin · International Conference on Artificial Intelligence and Statistics · 2015 · 141 citations

, , +17

Detection of Cardiovascular Disease Risk's Level for Adults Using Naive Bayes Classifier

Eka Miranda, Edy Irwansyah, Alowisius Y. Amelga et al. · Healthcare Informatics Research · 2016 · 116 citations · Full text

, , +17

An ensemble model of QSAR tools for regulatory risk assessment

Prachi Pradeep, Richard J. Povinelli, Shannon M. White et al. · Journal of Cheminformatics · 2016 · 64 citations · Full text

, , +14

Application of Bayesian network and artificial intelligence to reduce accident/incident rates in oil & gas companies

Fereshteh Sattari, Renato Macciotta, Daniel Kurian et al. · Safety Science · 2020 · 64 citations

, , +17

1–5 of 16

Authors

59

  1. FS
    Fereshteh Sattari

    University of Alberta, Canada

    1 publications · 64 citations

    1

    h-index

  2. RJ
    Richard J. Povinelli

    Marquette University, United States

    1 publications · 64 citations

    1

    h-index

  3. CL
    Chia-Wen Liao

    China University of Technology, Taiwan

    1 publications · 30 citations

    1

    h-index

  4. LL
    Lianne Lefsrud

    University of Alberta, Canada

    1 publications · 64 citations

    1

    h-index

  5. PP
    Prachi Pradeep

    Research Triangle Park Foundation, United States

    1 publications · 64 citations

    1

    h-index

1–5 of 59

Institutions

30

  1. Marquette University

    Milwaukee, United States

    1 h-index

    2 publications

    128 citations

  2. Federal University of Technology

    Akure, Nigeria

    1 h-index

    3 publications

    36 citations

  3. Georgetown University

    Washington, United States

    1 h-index

    1 publications

    64 citations

  4. Sathyabama Institute of Science and Technology

    Chennai, India

    1 h-index

    3 publications

    654 citations

  5. Southwest University of Science and Technology

    Mianyang, China

    1 h-index

    1 publications

    14 citations

  6. Télécom Paris

    Palaiseau, France

    1 h-index

    1 publications

    18 citations

  7. Guangdong University of Petrochemical Technology

    Maoming, China

    1 h-index

    2 publications

    24 citations

  8. Ingegneria dei Trasporti (Italy)

    Rome, Italy

    1 h-index

    3 publications

    54 citations

1–8 of 30

Venues

  1. PubMed

    Repository · 2 publications · 25 citations

    2

    h-index

  2. 1

    h-index

  3. Mathematical Problems in Engineering

    MPE · 1 publications · 14 citations

    1

    h-index

  4. Journal of Cheminformatics

    1 publications · 64 citations

    1

    h-index

  5. International Conference on Artificial Intelligence and Statistics

    Conference · 1 publications · 141 citations

    1

    h-index

1–5