An information entropy-based approach to outlier detection in rough sets

Rough sets

Zdzis aw Pawlak · International Journal of Parallel Programming · 1982 · 12K citations

LOF

Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · ACM SIGMOD Record · 2000 · 5.1K citations

Anomaly Detection, Machine Learning, Engineering +16

LOF

Markus Breunig, Hans‐Peter Kriegel, Raymond T. Ng et al. · 2000 · 3.7K citations · Full text

Anomaly Detection, Machine Learning, Engineering +16

Rough sets

Zdzisław Pawlak, Jerzy W. Grzymala‐Busse, Roman Słowiński et al. · Communications of the ACM · 1995 · 3.2K citations · Full text

Artificial Intelligence, Fuzzy Logic, Rough Set Theory +11

<i>Outliers in Statistical Data</i>

V. Barnett, T. Lewis, Francine Abeles · Physics Today · 1979 · 2.8K citations

Anomaly Detection, Engineering, Data Science +11