Concepedia

Spatial Data Mining

Spatial Data Mining is a subfield of data mining that specifically focuses on discovering previously unknown, spatially relevant patterns, relationships, or knowledge from large spatial datasets by incorporating spatial topology, proximity, and dependency as fundamental differentiating constraints.

2.1K

Publications

137.6K

Citations

5.3K

Authors

1.6K

Institutions

Publications per year

2017–2026

753

Parents

Children

Publications

2.1K

A density-based algorithm for discovering clusters in large spatial Databases with Noise

Martin Ester, Hans‐Peter Kriegel, Jörg Sander et al. · 1996 · 19.1K citations

, , +14

DBSCAN Revisited, Revisited

Erich Schubert, Jörg Sander, Martin Ester et al. · ACM Transactions on Database Systems · 2017 · 2.6K citations

, , +16

Algorithms for hierarchical clustering: an overview

Fionn Murtagh, Pedro Contreras · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2011 · 1.8K citations

, , +12

Efficient and Effective Clustering Methods for Spatial Data Mining

Raymond T. Ng, Jiawei Han · 1994 · 1.8K citations

, , +12

Trajectory Data Mining

Yu Zheng · ACM Transactions on Intelligent Systems and Technology · 2015 · 1.6K citations

, , +15

1–5 of 2.1K

Authors

5.3K

  1. SS
    Shashi Shekhar

    University of Minnesota, United States

    31 publications · 1.6K citations

    21

    h-index

  2. LW
    Lizhen Wang

    Yunnan University, China

    27 publications · 987 citations

    19

    h-index

  3. IL
    Ickjai Lee

    James Cook University, Australia

    23 publications · 803 citations

    17

    h-index

  4. MD
    Min Deng

    Central South University, China

    20 publications · 886 citations

    16

    h-index

  5. YZ
    Yu Zheng

    Microsoft Research Asia (China), China

    15 publications · 3.7K citations

    15

    h-index

1–5 of 5.3K

Institutions

1.6K

  1. University of Minnesota

    Minneapolis, United States

    26 h-index

    124 publications

    9.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    25 h-index

    134 publications

    6.3K citations

  3. Wuhan University

    Wuhan, China

    22 h-index

    139 publications

    4.6K citations

  4. Peking University

    Beijing, China

    20 h-index

    73 publications

    2.6K citations

  5. Yunnan University

    Kunming, China

    20 h-index

    87 publications

    3K citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    19 h-index

    46 publications

    3K citations

  7. The University of Queensland

    Brisbane, Australia

    19 h-index

    57 publications

    3.9K citations

  8. Zhejiang University

    Hangzhou, China

    19 h-index

    69 publications

    3.6K citations

1–8 of 1.6K

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 48 publications · 5.9K citations

    33

    h-index

  2. 32

    h-index

  3. Expert Systems with Applications

    35 publications · 1.5K citations

    22

    h-index

  4. ISPRS International Journal of Geo-Information

    IJGI · 43 publications · 1.5K citations

    21

    h-index

  5. Information Sciences

    27 publications · 1.9K citations

    20

    h-index

1–5