Jonathan R. Wells

Isolation‐based anomaly detection using nearest‐neighbor ensembles

Tharindu Bandaragoda, Kai Ming Ting, David Albrecht et al. · Computational Intelligence · 2018 · 163 citations · Full text

Computing, Computer Science, Data Science +17

Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble

Tharindu Bandaragoda, Kai Ming Ting, David Albrecht et al. · 2014 · 77 citations

Computing, Data Science, Big Data Analytics +16

Feature-subspace aggregating: ensembles for stable and unstable learners

Kai Ming Ting, Jonathan R. Wells, Swee Chuan Tan et al. · Machine Learning · 2010 · 52 citations · Full text

Computing, Computer Science, Data Science +17

Defying the gravity of learning curve: a characteristic of nearest neighbour anomaly detectors

Kai Ming Ting, Takashi Washio, Jonathan R. Wells et al. · Machine Learning · 2016 · 40 citations · Full text

Computing, Computer Science, Data Mining +7

A new simple and efficient density estimator that enables fast systematic search

Jonathan R. Wells, Kai Ming Ting · Pattern Recognition Letters · 2018 · 16 citations

Natural Sciences, Computer Science, Statistics +13