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Sarah Erfani

University of Melbourne

26H指数
203论文数
3.9K被引数
收录论文 19
发表时间
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A Bayesian framework for robust local intrinsic dimensionality estimation一种用于鲁棒局部固有维数估计的贝叶斯框架
errInformation Systems
IF3.4
err2026-01-02
err0
errOAAI
errZaher Joukhadar; Hanxun Huang; Sarah Monazam Erfani; Ricardo J.G.B. Campello; Michael E. Houle; James Bailey
err分享
err收藏
Algorithmically-designed reward shaping for multiagent reinforcement learning in navigation算法设计的奖励塑形在导航中的多智能体强化学习
errNeurocomputing
IF6.5
err2025-09-26
err0
PREAI
errIfrah Saeed; Andrew C. Cullen; Zainab Zaidi; Sarah Erfani; Tansu Alpcan
err分享
err收藏
OIL-AD: An anomaly detection framework for decision-making sequencesOIL-AD：一种用于决策序列的异常检测框架
errPATTERN RECOGNITION
IF7.6
err2025-05-07
err0
PREAI
errWang, Chen; Erfani, Sarah; Alpcan, Tansu; Leckie, Christopher
err分享
err收藏
Efficient neural implicit representation for 3D human reconstruction用于三维人体重建的高效神经隐式表示
errPATTERN RECOGNITION
IF7.6
err2024-12-01
err1
errOAAI
errHuang, Zexu; Erfani, Sarah Monazam; Lu, Siying; Gong, Mingming
err分享
err收藏
LabelGen: An Anomaly Label Generative Framework for Enhanced Graph Anomaly DetectionLabelGen: 一种用于增强图异常检测的异常标签生成框架
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errXia, Siqi; Rajasegarar, Sutharshan; Pan, Lei; Leckie, Christopher; Erfani, Sarah M.; Chan, Jeffrey
err分享
err收藏
Adversarial Coreset Selection for Efficient Robust Training用于高效鲁棒训练的对抗性核心集选择
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2023-08-14
err1
errOAAI
errDolatabadi, Hadi M.; Erfani, Sarah M.; Leckie, Christopher
err分享
err收藏
Benchmarking adversarially robust quantum machine learning at scale
errPHYSICAL REVIEW RESEARCH
IF4.2
err2023-06-23
err18
errOAAI
errWest, Maxwell T.; Erfani, Sarah M.; Leckie, Christopher; Sevior, Martin; Hollenberg, Lloyd C. L.; Usman, Muhammad
err分享
err收藏
Towards quantum enhanced adversarial robustness in machine learning
errNATURE MACHINE INTELLIGENCE
IF23.9
err2023-05-25
err22
errOAAI
errWest, Maxwell T.; Tsang, Shu-Lok; Low, Jia S.; Hill, Charles D.; Leckie, Christopher; Hollenberg, Lloyd C. L.; Erfani, Sarah M.; Usman, Muhammad
err分享
err收藏
Defending Support Vector Machines Against Data Poisoning Attacks
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2021-01-01
err26
PREAI
errWeerasinghe, Sandamal; Alpcan, Tansu; Erfani, Sarah M.; Leckie, Christopher
err分享
err收藏
High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence高内在维度促进对抗性攻击: 理论证据
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2021-01-01
err17
errOAAI
errAmsaleg, Laurent; Bailey, James; Barbe, Amdeie; Erfani, Sarah M.; Furon, Teddy; Houle, Michael E.; Radovanovic, Milos; Xuan Vinh Nguyen
err分享
err收藏
LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2020-04-01
err10
PREAI
errGhafoori, Zahra; Erfani, Sarah M.; Bezdek, James C.; Karunasekera, Shanika; Leckie, Christopher
err分享
err收藏
Support vector machines resilient against training data integrity attacks
errPATTERN RECOGNITION
IF7.6
err2019-12-01
err12
PREAI
errWeerasinghe, Sandamal; Erfani, Sarah M.; Alpcan, Tansu; Leckie, Christopher
err分享
err收藏
Data-Driven Dynamic Probabilistic Reserve Sizing Based on Dynamic Bayesian Belief Networks基于动态贝叶斯信念网络的数据驱动动态概率储备规模
errIEEE TRANSACTIONS ON POWER SYSTEMS
IF7.2
err2019-05-01
err27
PREAI
errFahiman, Fateme; Disano, Steven; Erfani, Sarah Monazam; Mancarella, Pierluigi; Leckie, Christopher
err分享
err收藏
Online cluster validity indices for performance monitoring of streaming data clustering
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2018-11-02
err26
errOAAI
errMoshtaghi, Masud; Bezdek, James C.; Erfani, Sarah M.; Leckie, Christopher; Bailey, James
err分享
err收藏
Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines一类支持向量机的高效无监督参数估计
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-10-01
err52
PREAI
errGhafoori, Zahra; Erfani, Sarah M.; Rajasegarar, Sutharshan; Bezdek, James C.; Karunasekera, Shanika; Leckie, Christopher
err分享
err收藏
Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2018-06-01
err58
PREAI
errRathore, Punit; Bezdek, James C.; Erfani, Sarah M.; Rajasegarar, Sutharshan; Palaniswami, Marimuthu
err分享
err收藏
Markov Dynamic Subsequence Ensemble for Energy-Efficient Activity Recognition
errproceedings of the
IF0
err2017-11-07
err0
PREAI
errCheng, Weihao; Erfani, Sarah; Zhang, Rui; Ramamohanarao, Kotagiri
err分享
err收藏
Exponentially Weighted Ellipsoidal Model for Anomaly Detection用于异常检测的指数加权椭球模型
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2017-01-27
err7
PREAI
errMoshtaghi, M.; Erfani, S. M.; Leckie, C.; Bezdek, J. C.
err分享
err收藏
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning基于深度学习的线性单类SVM的高维大规模异常检测
errPATTERN RECOGNITION
IF7.6
err2016-10-01
err836
errOAAI
errErfani, Sarah M.; Rajasegarar, Sutharshan; Karunasekera, Shanika; Leckie, Christopher
err分享
err收藏

研究方向

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合作学者
合作期刊
M
M. E. Sevior
H 指数: 129 · 论文数: 1.5K
J
James C. Bezdek
H 指数: 88 · 论文数: 459
M
Marimuthu Palaniswami
H 指数: 69 · 论文数: 741
P
Pierluigi Mancarella
H 指数: 69 · 论文数: 409
L
Lloyd C. L. Hollenberg
H 指数: 66 · 论文数: 487
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