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Sutharshan Rajasegarar
Publications
- 2023
- [c65]Siqi Xia, Sutharshan Rajasegarar, Christopher Leckie, Sarah M. Erfani, Jeffrey Chan, Lei Pan:
EnSpeciVAT: Enhanced SpecieVAT for Cluster Tendency Identification in Graphs. ADMA (3) 2023: 323-337 - [c62]Dominic Jack, Sarah M. Erfani, Jeffrey Chan, Sutharshan Rajasegarar, Christopher Leckie:
It's PageRank All The Way Down: Simplifying Deep Graph Networks. SDM 2023: 172-180 - 2022
- [c57]Siqi Xia, Sutharshan Rajasegarar, Christopher Leckie, Sarah M. Erfani, Jeffrey Chan:
Exploiting Redundancy in Network Flow Information for Efficient Security Attack Detection. NSS 2022: 105-119 - 2019
- [c46]Meng Yang, Sutharshan Rajasegarar, Sarah M. Erfani, Christopher Leckie:
Deep Learning and One-class SVM based Anomalous Crowd Detection. IJCNN 2019: 1-8 - 2018
- [j24]Punit Rathore, James C. Bezdek, Sarah M. Erfani, Sutharshan Rajasegarar, Marimuthu Palaniswami:
Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections. IEEE Trans. Fuzzy Syst. 26(3): 1510-1524 (2018) - [j22]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) - 2017
- [c33]Fateme Fahiman, Sarah M. Erfani, Sutharshan Rajasegarar, Marimuthu Palaniswami, Christopher Leckie:
Improving load forecasting based on deep learning and K-shape clustering. IJCNN 2017: 4134-4141 - 2016
- [j18]Sarah M. Erfani, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher Leckie:
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning. Pattern Recognit. 58: 121-134 (2016) - [c29]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 - [c28]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 - [c25]Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao:
R1STM: One-class Support Tensor Machine with Randomised Kernel. SDM 2016: 198-206 - 2015
- [c24]Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher Leckie:
R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection. AAAI 2015: 432-438 - 2011
- [c5]Sarah M. Erfani, Sutharshan Rajasegarar, Christopher Leckie:
An efficient approach to detecting concept-evolution in network data streams. ATNAC 2011: 1-7
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