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ORCIDZahra Ghafoori
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2020 – today
- 2020
[j5]Masoomeh Zameni
, Amin Sadri, Zahra Ghafoori, Masud Moshtaghi, Flora D. Salim, Christopher Leckie, Kotagiri Ramamohanarao:
Unsupervised online change point detection in high-dimensional time series. Knowl. Inf. Syst. 62(2): 719-750 (2020)- [j4]Zahra Ghafoori, Sarah M. Erfani, James C. Bezdek, Shanika Karunasekera, Christopher Leckie:
LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection. IEEE Trans. Knowl. Data Eng. 32(4): 815-820 (2020) - [c9]Zahra Ghafoori, Christopher Leckie:
Deep Multi-sphere Support Vector Data Description. SDM 2020: 109-117
2010 – 2019
- 2019
- [j3]Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie:
Approximating Dunn's Cluster Validity Indices for Partitions of Big Data. IEEE Trans. Cybern. 49(5): 1629-1641 (2019) - [c8]Jia Shun Low, Zahra Ghafoori, Christopher Leckie:
Online K-Means Clustering with Lightweight Coresets. Australasian Conference on Artificial Intelligence 2019: 191-202 - [c7]Jia Shun Low, Zahra Ghafoori, James C. Bezdek, Christopher Leckie:
Seeding on Samples for Accelerating K-Means Clustering. BDIOT 2019: 41-45 - [c6]Masoomeh Zameni, Zahra Ghafoori, Amin Sadri, Christopher Leckie, Kotagiri Ramamohanarao:
Change Point Detection for Streaming High-Dimensional Time Series. DASFAA (3) 2019: 515-519 - [c5]Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Shanika Karunasekera:
Unsupervised and Active Learning Using Maximin-Based Anomaly Detection. ECML/PKDD (1) 2019: 90-106 - 2018
- [b1]Zahra Ghafoori:
Robust and efficient unsupervised anomaly detection in complex and dynamic environments. University of Melbourne, Parkville, Victoria, Australia, 2018 - [j2]Dheeraj Kumar, Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami:
Dealing with Inliers in Feature Vector Data. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26(Supplement-2): 25-45 (2018) - [j1]Zahra Ghafoori, Sarah M. Erfani, Sutharshan Rajasegarar, James C. Bezdek, Shanika Karunasekera, Christopher Leckie:
Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines. IEEE Trans. Neural Networks Learn. Syst. 29(10): 5057-5070 (2018) - [c4]Masoomeh Zameni, Mengyi He, Masud Moshtaghi, Zahra Ghafoori, Christopher Leckie, James C. Bezdek, Kotagiri Ramamohanarao:
Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability. ECML/PKDD (3) 2018: 553-568 - [c3]Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie:
Estimating Generalized Dunn's Cluster Validity Indices for Big Data. SMC 2018: 656-661 - 2016
- [c2]Zahra Ghafoori, Sarah M. Erfani, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher A. Leckie:
Anomaly detection in non-stationary data: Ensemble based self-adaptive OCSVM. IJCNN 2016: 2476-2483 - [c1]Zahra Ghafoori, Sutharshan Rajasegarar, Sarah M. Erfani, Shanika Karunasekera, Christopher A. Leckie:
Unsupervised Parameter Estimation for One-Class Support Vector Machines. PAKDD (2) 2016: 183-195
Coauthor Index
aka: Christopher A. Leckie
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