Concepedia

Probabilistic Regression

Probabilistic Regression is a regression framework that, as a member of the class of probabilistic machine learning methods, models the conditional distribution of the response variable given the inputs to quantify predictive uncertainty, distinguishing itself from deterministic regression by providing a full probability distribution over possible outputs rather than a single point estimate.

133

Publications

8.9K

Citations

372

Authors

221

Institutions

Publications per year

2017–2026

58

Parents

Publications

133

Applied Survival Analysis: Regression Modeling of Time to Event Data

Prakash Rao, David W. Hosmer, Stanley Lemeshow · Journal of the American Statistical Association · 2000 · 878 citations

, , +15

Latent aspect rating analysis on review text data

Hongning Wang, Yue Lu, ChengXiang Zhai · 2010 · 659 citations

, , +16

Regression modeling of competing risk using R: an in depth guide for clinicians

Luca Scrucca, Annalisa Santucci, Franco Aversa · Bone Marrow Transplantation · 2010 · 469 citations

, , +8

Applied survival analysis: regression modeling of time to event data

Daijin Ko · Journal of Statistical Planning and Inference · 2000 · 457 citations

, , +15

Active Learning with Gaussian Processes for Object Categorization

Ashish Kapoor, Kristen Grauman, Raquel Urtasun et al. · 2007 · 330 citations

, , +16

1–5 of 133

Authors

372

  1. ZS
    Zhihuan Song

    State Key Laboratory of Industrial Control Technology

    5 publications · 499 citations

    5

    h-index

  2. ZG
    Zhiqiang Ge

    State Key Laboratory of Industrial Control Technology

    5 publications · 473 citations

    5

    h-index

  3. XY
    Xiaofeng Yuan

    Central South University, China

    4 publications · 332 citations

    4

    h-index

  4. YW
    Yalin Wang

    Central South University, China

    4 publications · 332 citations

    4

    h-index

  5. JZ
    Junhua Zheng

    Zhejiang University of Science and Technology, China

    2 publications · 163 citations

    2

    h-index

1–5 of 372

Institutions

221

  1. Central South University

    Changsha, China

    5 h-index

    16 publications

    955 citations

  2. State Key Laboratory of Industrial Control Technology

    Hangzhou, China

    5 h-index

    10 publications

    1K citations

  3. Ludwig-Maximilians-Universität München

    Munich, Germany

    3 h-index

    3 publications

    220 citations

  4. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    3 h-index

    4 publications

    139 citations

  5. University of Zurich

    Zurich, Switzerland

    3 h-index

    4 publications

    165 citations

  6. Harvard University

    Cambridge, United States

    2 h-index

    2 publications

    195 citations

  7. UNSW Sydney

    Sydney, Australia

    2 h-index

    3 publications

    142 citations

  8. Zhejiang University

    Hangzhou, China

    2 h-index

    2 publications

    108 citations

1–8 of 221

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 303 citations

    6

    h-index

  2. IEEE Transactions on Industrial Informatics

    5 publications · 265 citations

    5

    h-index

  3. Journal of the American Statistical Association

    3 publications · 1.1K citations

    3

    h-index

  4. IEEE Access

    3 publications · 130 citations

    3

    h-index

  5. Structural Health Monitoring

    SHM · 2 publications · 125 citations

    2

    h-index

1–5