Intelligent mapping of geochemical anomalies: Adaptation of DBSCAN and mean-shift clustering approaches

The estimation of the gradient of a density function, with applications in pattern recognition

Keinosuke Fukunaga, L.D. Hostetler · IEEE Transactions on Information Theory · 1975 · 3K citations

Computing, Computer Science, Data Mining +12

Principal components analysis (PCA)

Andrzej Maćkiewicz, Waldemar Ratajczak · Computers & Geosciences · 1993 · 1.6K citations

Computing, Data Science, Data Analytics +10

Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications

Jörg Sander, Martin Ester, Hans‐Peter Kriegel et al. · Data Mining and Knowledge Discovery · 1998 · 1.5K citations

Computing, Computer Science, Geoinformatics +12

Mixture Models: Inference and Applications to Clustering.

Bruce G. Lindsay, G. L. McLachlan, K. E. Basford et al. · Journal of the American Statistical Association · 1989 · 1.1K citations

Natural Sciences, Computer Science, Machine Learning +11

Research on K-Value Selection Method of K-Means Clustering Algorithm

Chunhui Yuan, Haitao Yang · J — Multidisciplinary Scientific Journal · 2019 · 855 citations · Full text

Computing, Data Science, Data Mining +10