Zahra Ghafoori

ORCID

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 14

Top Venues

IEEE Trans. Cybern.

SDM

IEEE Trans. Neural Networks Learn. Syst.

DASFAA (3)

University of Melbourne, Parkville, Victoria, Australia (PHD)

Education History

University of Melbourne, Parkville, Victoria, Australia

PHD

Publications

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) (2020)
Zahra Ghafoori, Christopher Leckie
Deep Multi-sphere Support Vector Data Description. SDM (2020)
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) (2020)
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) (2019)
Jia Shun Low, Zahra Ghafoori, Christopher Leckie
Online K-Means Clustering with Lightweight Coresets. Australasian Conference on Artificial Intelligence (2019)
Jia Shun Low, Zahra Ghafoori, James C. Bezdek, Christopher Leckie
Seeding on Samples for Accelerating K-Means Clustering. BDIOT (2019)
Masoomeh Zameni, Zahra Ghafoori, Amin Sadri, Christopher Leckie, Kotagiri Ramamohanarao
Change Point Detection for Streaming High-Dimensional Time Series. DASFAA (3) (2019)
Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Shanika Karunasekera
Unsupervised and Active Learning Using Maximin-Based Anomaly Detection. ECML/PKDD (1) (2019)
Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie
Estimating Generalized Dunn's Cluster Validity Indices for Big Data. SMC (2018)
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) (2018)
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)
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) (2018)
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)
Zahra Ghafoori, Sutharshan Rajasegarar, Sarah M. Erfani, Shanika Karunasekera, Christopher A. Leckie
Unsupervised Parameter Estimation for One-Class Support Vector Machines. PAKDD (2) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zahra Ghafoori