Concepedia

Pruned Exact Linear Time

Pruned Exact Linear Time is a change-point detection algorithm that belongs to the class of exact search methods and distinguishes itself by reducing computational complexity through dynamic pruning of candidate changepoints, thereby achieving linear time complexity without sacrificing optimality.

6

Publications

366

Citations

20

Authors

8

Institutions

Publications per year

2017–2026

4

Parents

Publications

6

A computationally efficient nonparametric approach for changepoint detection

Kaylea Haynes, Paul Fearnhead, Idris A. Eckley · Statistics and Computing · 2016 · 146 citations · Full text

, , +14

The Power of the Pruned Exact Linear Time(PELT) Test in Multiple Changepoint Detection

Gachomo Dorcas Wambui · American Journal of Theoretical and Applied Statistics · 2015 · 119 citations · Full text

, , +13

SAR-TSCC: A Novel Approach for Long Time Series SAR Image Change Detection and Pattern Analysis

Weisong Li, Peifeng Ma, Haipeng Wang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 30 citations

, , +17

A PELT-KCN Algorithm for FMCW Radar Interference Suppression Based on Signal Reconstruction

Zhenyu Liu, Wei Lu, Jiayan Wu et al. · IEEE Access · 2020 · 27 citations · Full text

, , +16

Mapping abrupt streamflow shift in an abrupt climate shift through multiple change point methodologies: Brazil case study

Renan Vieira Rocha, Francisco de Assis de Souza Filho · Hydrological Sciences Journal · 2020 · 26 citations · Full text

, , +17

1–5 of 6

Authors

20

  1. NM
    Nitin M.V.S.

    1 publications · 18 citations

    1

    h-index

  2. IA
    Idris A. Eckley

    Lancaster University, United Kingdom

    1 publications · 146 citations

    1

    h-index

  3. CF
    Chaoyang Fang

    Jiangxi Normal University, China

    1 publications · 30 citations

    1

    h-index

  4. AK
    Akash Kumar G.

    1 publications · 18 citations

    1

    h-index

  5. PM
    Peifeng Ma

    Chinese University of Hong Kong, Hong Kong SAR China

    1 publications · 30 citations

    1

    h-index

1–5 of 20

Institutions

8

  1. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    30 citations

  2. Fudan University

    Shanghai, China

    1 h-index

    2 publications

    60 citations

  3. Guangdong University of Technology

    Guangzhou, China

    1 h-index

    5 publications

    135 citations

  4. Jomo Kenyatta University of Agriculture and Technology

    Nairobi, Kenya

    1 h-index

    1 publications

    119 citations

  5. Lancaster University

    Lancaster, United Kingdom

    1 h-index

    3 publications

    438 citations

  6. Jiangxi Normal University

    Nanchang, China

    1 h-index

    1 publications

    30 citations

  7. Universidade Federal do Ceará

    Fortaleza, Brazil

    1 h-index

    2 publications

    52 citations

  8. Chinese University of Hong Kong, Shenzhen

    Shenzhen, China

    1 h-index

    1 publications

    30 citations

1–8 of 8

Venues

  1. E3S Web of Conferences

    1 publications · 18 citations

    1

    h-index

  2. 1

    h-index

  3. Hydrological Sciences Journal

    1 publications · 26 citations

    1

    h-index

  4. IEEE Access

    1 publications · 27 citations

    1

    h-index

  5. 1

    h-index

1–5