Concepedia

Time Series Analytics

Time Series Analytics is a specialized branch of data analytics that focuses on the statistical and computational analysis of sequentially ordered temporal data points to identify patterns, trends, and forecasting models unique to time-dependent phenomena.

2.9K

Publications

175K

Citations

7.9K

Authors

2.2K

Institutions

Publications per year

2017–2026

1.4K

Variants

Time-series Analytics

Parents

Children

Publications

2.9K

Clustering of time series data—a survey

T. Warren Liao · Pattern Recognition · 2005 · 2.4K citations

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TIMESAT—a program for analyzing time-series of satellite sensor data

Per Jönsson, Lars Eklundh · Computers & Geosciences · 2004 · 1.9K citations · Full text

, , +12

Experiencing SAX: a novel symbolic representation of time series

Jessica Lin, Eamonn Keogh, Wei Li et al. · Data Mining and Knowledge Discovery · 2007 · 1.6K citations

, , +12

Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases

Eamonn Keogh, Kaushik Chakrabarti, Michael J. Pazzani et al. · Knowledge and Information Systems · 2001 · 1.6K citations

, , +15

Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

Ya Su, Youjian Zhao, Chenhao Niu et al. · 2019 · 1.5K citations

, , +15

1–5 of 2.9K

Authors

7.9K

  1. EK
    Eamonn Keogh

    University of California, Riverside, United States

    57 publications · 9.6K citations

    39

    h-index

  2. TP
    Themis Palpanas

    Université Paris Cité, France

    20 publications · 1.1K citations

    18

    h-index

  3. PS
    Pengjian Shang

    Beijing Jiaotong University, China

    16 publications · 600 citations

    14

    h-index

  4. CF
    Christos Faloutsos

    Carnegie Mellon University, United States

    16 publications · 1.5K citations

    14

    h-index

  5. JL
    Jessica Lin

    George Mason University, United States

    13 publications · 2.3K citations

    12

    h-index

1–5 of 7.9K

Institutions

2.2K

  1. University of California, Riverside

    Riverside, United States

    42 h-index

    173 publications

    22.3K citations

  2. Monash University

    Melbourne, Australia

    26 h-index

    64 publications

    8.8K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    24 h-index

    74 publications

    4.6K citations

  4. Tsinghua University

    Beijing, China

    22 h-index

    101 publications

    12.6K citations

  5. Chinese Academy of Sciences

    Beijing, China

    19 h-index

    62 publications

    3K citations

  6. Stanford University

    Stanford, United States

    19 h-index

    57 publications

    6.6K citations

  7. Beijing Jiaotong University

    Beijing, China

    18 h-index

    83 publications

    2.9K citations

  8. IBM (United States)

    Armonk, United States

    18 h-index

    40 publications

    1.6K citations

1–8 of 2.2K

Venues

  1. Expert Systems with Applications

    94 publications · 5.7K citations

    41

    h-index

  2. arXiv (Cornell University)

    Repository · 104 publications · 5.6K citations

    36

    h-index

  3. IEEE Access

    39 publications · 2K citations

    25

    h-index

  4. 24

    h-index

  5. Information Sciences

    37 publications · 2.4K citations

    24

    h-index

1–5