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Local outlier detection reconsidered: a generalized view on locality with applications to spatial, video, and network outlier detection.

, , and . Data Min. Knowl. Discov., 28 (1): 190-237 (2014)

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Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles., , and . DASFAA (2), volume 9050 of Lecture Notes in Computer Science, page 19-36. Springer, (2015)A Simple Meta-path-free Framework for Heterogeneous Network Embedding., , and . CIKM, page 2600-2609. ACM, (2022)1st Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2019)., , , and . EDML@SDM, volume 2436 of CEUR Workshop Proceedings, page 1-3. CEUR-WS.org, (2019)Spatial Outlier Detection: Data, Algorithms, Visualizations., , , , and . SSTD, volume 6849 of Lecture Notes in Computer Science, page 512-516. Springer, (2011)Similarity-Based Unsupervised Evaluation of Outlier Detection., , , and . SISAP, volume 13590 of Lecture Notes in Computer Science, page 234-248. Springer, (2022)Evaluation of Probability Distribution Distance Metrics in Traffic Flow Outlier Detection., , , , , and . MDM, page 64-69. IEEE, (2022)Explainable Detection of Zero Day Web Attacks., , and . ICDIS, page 71-78. IEEE, (2020)Non-parametric Semi-supervised Learning by Bayesian Label Distribution Propagation., , and . SISAP, volume 13058 of Lecture Notes in Computer Science, page 118-132. Springer, (2021)Handling Class Imbalance in k-Nearest Neighbor Classification by Balancing Prior Probabilities., and . SISAP, volume 13058 of Lecture Notes in Computer Science, page 247-261. Springer, (2021)A survey on unsupervised outlier detection in high-dimensional numerical data, , and . Statistical Analysis and Data Mining: The ASA Data Science Journal, 5 (5): 363-387 (2012)