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Change Point Detection for Streaming High-Dimensional Time Series.

, , , , and . DASFAA (3), volume 11448 of Lecture Notes in Computer Science, page 515-519. Springer, (2019)

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Estimating Generalized Dunn's Cluster Validity Indices for Big Data., , , , and . SMC, page 656-661. IEEE, (2018)Approximating Dunn's Cluster Validity Indices for Partitions of Big Data., , , , and . IEEE Trans. Cybern., 49 (5): 1629-1641 (2019)Unsupervised Parameter Estimation for One-Class Support Vector Machines., , , , and . PAKDD (2), volume 9652 of Lecture Notes in Computer Science, page 183-195. Springer, (2016)Robust and efficient unsupervised anomaly detection in complex and dynamic environments.. University of Melbourne, Parkville, Victoria, Australia, (2018)base-search.net (ftumelbourne:oai:minerva-access.unimelb.edu.au:11343/213143).Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability., , , , , , and . ECML/PKDD (3), volume 11053 of Lecture Notes in Computer Science, page 553-568. Springer, (2018)Online K-Means Clustering with Lightweight Coresets., , and . Australasian Conference on Artificial Intelligence, volume 11919 of Lecture Notes in Computer Science, page 191-202. Springer, (2019)LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection., , , , and . IEEE Trans. Knowl. Data Eng., 32 (4): 815-820 (2020)Deep Multi-sphere Support Vector Data Description., and . SDM, page 109-117. SIAM, (2020)The conference was canceled because of the coronavirus pandemic, the reviewed papers are published in this volume..Change Point Detection for Streaming High-Dimensional Time Series., , , , and . DASFAA (3), volume 11448 of Lecture Notes in Computer Science, page 515-519. Springer, (2019)Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines., , , , , and . IEEE Trans. Neural Networks Learn. Syst., 29 (10): 5057-5070 (2018)