JOURNAL OF DATA AND INFORMATION SCIENCE, vol.5, no.2, pp.111-135, 2020 (ESCI)
Article / Article
JOURNAL OF DATA AND INFORMATION SCIENCE
Emerging Sources Citation Index (ESCI), Scopus, Directory of Open Access Journals
Outlier detection, Local outlier factor, Ensemble learning, Bagging, Voting, SUBSPACES
Dokuz Eylül University Affiliated:
Purpose: The main aim of this study is to build a robust novel approach that is able to detect outliers in the datasets accurately. To serve this purpose, a novel approach is introduced to determine the likelihood of an object to be extremely different from the general behavior of the entire dataset.