Concepedia

Temporal Missingness Features

Temporal Missingness Features is a temporal feature engineering construct that encodes patterns of missing data over time by capturing the temporal structure and duration of gaps in time series observations, distinguishing it from general imputation or static missingness indicators through its explicit modeling of time-based absence dynamics.

6

Publications

445

Citations

20

Authors

16

Institutions

Publications per year

2017–2026

2

Parents

Publications

6

Recovering missing pixels for Landsat ETM+ SLC-off imagery using multi-temporal regression analysis and a regularization method

Chao Zeng, Huanfeng Shen, Liangpei Zhang · Remote Sensing of Environment · 2013 · 320 citations

, , +14

Prediction of missing values and detection of ‘exceptional events’ in a chronological planktonic series: a single algorithm

Frédéric Ibañez, Alessandra Conversi · Ecological Modelling · 2002 · 41 citations

, , +9

Heterogeneous features and model selection for event-based media classification

Xueliang Liu, Benoît Huet · 2013 · 34 citations

, , +15

Identifying factors impacting missingness within smartphone-based research: Implications for intensive longitudinal studies of adolescent suicidal thoughts and behaviors.

Paul Alexander Bloom, Ranqing Lan, Hanga Galfalvy et al. · Journal of Psychopathology and Clinical Science · 2024 · 20 citations · Full text

, , +17

Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data

Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo et al. · 2017 · 19 citations

, , +17

1–5 of 6

Authors

20

  1. HS
    Huanfeng Shen

    Wuhan University, China

    1 publications · 320 citations

    1

    h-index

  2. WH
    William Harrett

    Cairo University, Egypt

    1 publications · 13 citations

    1

    h-index

  3. NR
    Naren Ramakrishnan

    Virginia Tech, United States

    1 publications · 19 citations

    1

    h-index

  4. CL
    Chang‐Tien Lu

    Virginia Tech, United States

    1 publications · 19 citations

    1

    h-index

  5. CL
    Chao Li

    Zhejiang University, China

    1 publications · 18 citations

    1

    h-index

1–5 of 20

Institutions

16

  1. University of Toronto

    Toronto, Canada

    1 h-index

    2 publications

    26 citations

  2. State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing

    Wuhan, China

    1 h-index

    2 publications

    640 citations

  3. EURECOM

    Valbonne, France

    1 h-index

    2 publications

    68 citations

  4. Laboratoire d’Océanographie de Villefranche

    Villefranche-sur-Mer, France

    1 h-index

    1 publications

    41 citations

  5. National Research Council

    Rome, Italy

    1 h-index

    1 publications

    41 citations

  6. Stony Brook University

    Stony Brook, United States

    1 h-index

    1 publications

    41 citations

  7. State University of New York

    Albany, United States

    1 h-index

    1 publications

    41 citations

  8. Virginia Tech

    Blacksburg, United States

    1 h-index

    3 publications

    57 citations

1–8 of 16

Venues

  1. Remote Sensing of Environment

    1 publications · 320 citations

    1

    h-index

  2. Canadian Journal of Civil Engineering

    1 publications · 13 citations

    1

    h-index

  3. Ecological Modelling

    1 publications · 41 citations

    1

    h-index

  4. IEEE Transactions on Big Data

    1 publications · 10 citations

  5. Big Data Mining and Analytics

    1 publications · 13 citations

1–5