Concepedia

Forecasting Under Missing Data

Forecasting Under Missing Data is a forecasting framework that specifically addresses the challenge of predicting future outcomes in immunization programs when historical or real-time data are incomplete or absent, by incorporating methods to estimate, impute, or account for missing observations in the predictive modeling process.

62

Publications

2.8K

Citations

209

Authors

101

Institutions

Publications per year

2017–2026

46

Parents

Publications

62

COVID-19 Prediction Models and Unexploited Data

KC Santosh · Journal of Medical Systems · 2020 · 156 citations · Full text

, , +14

Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values

Xianfeng Tang, Huaxiu Yao, Yiwei Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 120 citations · Full text

, , +16

Analysis and Impact Evaluation of Missing Data Imputation in Day-ahead PV Generation Forecasting

Taeyoung Kim, Woong Ko, Jinho Kim · Applied Sciences · 2019 · 114 citations · Full text

, , +16

On the imputation of missing data for road traffic forecasting: New insights and novel techniques

Ibai Laña, Ignacio Olabarrieta, Manuel Vélez et al. · Transportation Research Part C Emerging Technologies · 2018 · 112 citations

, , +15

An Integrated Missing-Data Tolerant Model for Probabilistic PV Power Generation Forecasting

Qiaoqiao Li, Yan Xu, Benjamin Si Hao Chew et al. · IEEE Transactions on Power Systems · 2022 · 103 citations

, , +16

1–5 of 62

Authors

209

  1. CC
    Charu C. Aggarwal

    IBM (United States), United States

    2 publications · 133 citations

    2

    h-index

  2. YG
    Yagmur Gizem Cinar

    Université Grenoble Alpes, France

    2 publications · 110 citations

    2

    h-index

  3. SW
    Suhang Wang

    Pennsylvania State University, United States

    2 publications · 133 citations

    2

    h-index

  4. HA
    Hyun Ahn

    Kyonggi University, South Korea

    2 publications · 105 citations

    2

    h-index

  5. HY
    Huaxiu Yao

    Pennsylvania State University, United States

    2 publications · 133 citations

    2

    h-index

1–5 of 209

Institutions

101

  1. Pennsylvania State University

    State College, United States

    3 h-index

    11 publications

    708 citations

  2. Columbia University

    New York, United States

    3 h-index

    6 publications

    270 citations

  3. University of Waterloo

    Waterloo, Canada

    3 h-index

    8 publications

    373 citations

  4. Korea Electric Power Corporation (South Korea)

    Naju, South Korea

    2 h-index

    3 publications

    90 citations

  5. Southeast University

    Nanjing, China

    2 h-index

    8 publications

    204 citations

  6. University of Strathclyde

    Glasgow, United Kingdom

    2 h-index

    4 publications

    162 citations

  7. Southern African Catholic Bishops Conference

    Pretoria, South Africa

    1 h-index

    2 publications

    32 citations

  8. Zhongnan University of Economics and Law

    Wuhan, China

    1 h-index

    6 publications

    132 citations

1–8 of 101

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 90 citations

    3

    h-index

  2. Journal of Computer Applications

    2 publications · 46 citations

    2

    h-index

  3. IEEE Access

    2 publications · 70 citations

    2

    h-index

  4. Journal of Forecasting

    2 publications · 124 citations

    2

    h-index

  5. Pattern Recognition Letters

    1 publications · 82 citations

    1

    h-index

1–5