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Publications of Sarah M. Erfani Sarah Monazam Erfani ( http://dblp.L3S.de/Authors/Sarah_M._Erfani )

URL (Homepage):  https://cis.unimelb.edu.au/people/sarah-erfani  Author page on DBLP  Author page in RDF  Community of Sarah M. Erfani in ASPL-2

Publication years (Num. hits)
2011-2017 (26) 2018 (16) 2019 (13)
Publication types (Num. hits)
article(17) inproceedings(37) phdthesis(1)
Venues (Conferences, Journals, ...)
CoRR(11) IJCNN(6) AAAI(3) IJCAI(3) CIKM(2) FUZZ-IEEE(2) GameSec(2) ICDM(2) Int. J. Intell. Syst.(2) PAKDD (2)(2) Pattern Recognition(2) ACISP (2)(1) ATNAC(1) CHI(1) ICDM Workshops(1) ICLR(1) More (+10 of total 28)
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Results
Found 56 publication records. Showing 55 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey 0001 Online cluster validity indices for performance monitoring of streaming data clustering. Search on Bibsonomy Int. J. Intell. Syst. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Sandamal Weerasinghe, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie Support vector machines resilient against training data integrity attacks. Search on Bibsonomy Pattern Recognition The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Yi Han 0003, David Hubczenko, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Benjamin I. P. Rubinstein, Christopher Leckie, Tansu Alpcan, Sarah M. Erfani Adversarial Reinforcement Learning under Partial Observability in Software-Defined Networking. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Li Li, Sarah M. Erfani, Chien Aun Chan, Christopher Leckie Multi-scale Trajectory Clustering to Identify Corridors in Mobile Networks. Search on Bibsonomy CIKM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Namrata Srivastava, Eduardo Velloso, Jason M. Lodge, Sarah M. Erfani, James Bailey 0001 Continuous Evaluation of Video Lectures from Real-Time Difficulty Self-Report. Search on Bibsonomy CHI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Meng Yang, Sutharshan Rajasegarar, Sarah M. Erfani, Christopher Leckie Deep Learning and One-class SVM based Anomalous Crowd Detection. Search on Bibsonomy IJCNN The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Fateme Fahiman, Sarah M. Erfani, Christopher Leckie Robust and Accurate Short-Term Load Forecasting: A Cluster Oriented Ensemble Learning Approach. Search on Bibsonomy IJCNN The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Li Li, Chien Aun Chan, Sarah M. Erfani, Christopher Leckie Adaptive Edge Caching based on Popularity and Prediction for Mobile Networks. Search on Bibsonomy IJCNN The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Florin Schimbinschi, Christian Walder, Sarah M. Erfani, James Bailey 0001 SynthNet: Learning to Synthesize Music End-to-End. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Sukarna Barua, Sarah Monazam Erfani, James Bailey 0001 FCC-GAN: A Fully Connected and Convolutional Net Architecture for GANs. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Sukarna Barua, Xingjun Ma, Sarah Monazam Erfani, Michael E. Houle, James Bailey 0001 Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yixin Su, Sarah Monazam Erfani, Rui Zhang 0003 MMF: Attribute Interpretable Collaborative Filtering. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Yixin Su, Sarah Monazam Erfani, Rui Zhang 0003 MMF: Attribute Interpretable Collaborative Filtering. Search on Bibsonomy IJCNN The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey 0001 Online Cluster Validity Indices for Streaming Data. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xingjun Ma, Yisen Wang 0001, Michael E. Houle, Shuo Zhou, Sarah M. Erfani, Shu-Tao Xia, Sudanthi N. R. Wijewickrema, James Bailey 0001 Dimensionality-Driven Learning with Noisy Labels. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Yi Han 0003, Benjamin I. P. Rubinstein, Tamas Abraham, Tansu Alpcan, Olivier Y. de Vel, Sarah M. Erfani, David Hubczenko, Christopher Leckie, Paul Montague Reinforcement Learning for Autonomous Defence in Software-Defined Networking. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xingjun Ma, Bo Li 0026, Yisen Wang 0001, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Michael E. Houle, Grant Schoenebeck, Dawn Song, James Bailey 0001 Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Punit Rathore, James C. Bezdek, Sarah M. Erfani, Sutharshan Rajasegarar, Marimuthu Palaniswami Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections. Search on Bibsonomy IEEE Trans. Fuzzy Systems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zahra Ghafoori, Sarah M. Erfani, Sutharshan Rajasegarar, James C. Bezdek, Shanika Karunasekera, Christopher Leckie Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shuo Zhou, Sarah M. Erfani, James Bailey 0001 Online CP Decomposition for Sparse Tensors. Search on Bibsonomy ICDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yi Han 0003, Benjamin I. P. Rubinstein, Tamas Abraham, Tansu Alpcan, Olivier Y. de Vel, Sarah M. Erfani, David Hubczenko, Christopher Leckie, Paul Montague Reinforcement Learning for Autonomous Defence in Software-Defined Networking. Search on Bibsonomy GameSec The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie, Peyam Pourbeik, Jack Riddle Deep Learning Based Game-Theoretical Approach to Evade Jamming Attacks. Search on Bibsonomy GameSec The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Weihao Cheng, Sarah M. Erfani, Rui Zhang 0003, Ramamohanarao Kotagiri Learning Datum-Wise Sampling Frequency for Energy-Efficient Human Activity Recognition. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Xingjun Ma, Bo Li 0026, Yisen Wang 0001, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Grant Schoenebeck, Dawn Song, Michael E. Houle, James Bailey 0001 Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality. Search on Bibsonomy ICLR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xingjun Ma, Yisen Wang 0001, Michael E. Houle, Shuo Zhou, Sarah M. Erfani, Shu-Tao Xia, Sudanthi N. R. Wijewickrema, James Bailey 0001 Dimensionality-Driven Learning with Noisy Labels. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Weihao Cheng, Sarah M. Erfani, Rui Zhang 0003, Ramamohanarao Kotagiri Predicting Complex Activities from Ongoing Multivariate Time Series. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sandamal Weerasinghe, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie, Jack Riddle Detection of Anomalous Communications with SDRs and Unsupervised Adversarial Learning. Search on Bibsonomy LCN The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yisen Wang 0001, Bo Dai, Lingkai Kong, Sarah Monazam Erfani, James Bailey 0001, Hongyuan Zha Learning Deep Hidden Nonlinear Dynamics from Aggregate Data. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Yisen Wang 0001, Bo Dai, Lingkai Kong, Sarah Monazam Erfani, James Bailey 0001, Hongyuan Zha Learning Deep Hidden Nonlinear Dynamics from Aggregate Data. Search on Bibsonomy UAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Masud Moshtaghi, Sarah M. Erfani, Christopher Leckie, James C. Bezdek Exponentially Weighted Ellipsoidal Model for Anomaly Detection. Search on Bibsonomy Int. J. Intell. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Tansu Alpcan, Sarah M. Erfani, Christopher Leckie Toward the Starting Line: A Systems Engineering Approach to Strong AI. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Elaheh Alipour Chavary, Sarah M. Erfani, Christopher Leckie Summarizing Significant Changes in Network Traffic Using Contrast Pattern Mining. Search on Bibsonomy CIKM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Weihao Cheng, Sarah M. Erfani, Rui Zhang 0003, Kotagiri Ramamohanarao Markov Dynamic Subsequence Ensemble for Energy-Efficient Activity Recognition. Search on Bibsonomy MobiQuitous The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Li Li, Sarah M. Erfani, Christopher Leckie A Pattern Tree Based Method for Mining Conditional Contrast Patterns of Multi-source Data. Search on Bibsonomy ICDM Workshops The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shuo Zhou, Sarah M. Erfani, James Bailey 0001 SCED: A General Framework for Sparse Tensor Decomposition with Constraints and Elementwise Dynamic Learning. Search on Bibsonomy ICDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Laurent Amsaleg, James Bailey 0001, Dominique Barbe, Sarah M. Erfani, Michael E. Houle, Vinh Nguyen, Milos Radovanovic The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality. Search on Bibsonomy WIFS The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Timothy B. Iredale, Sarah M. Erfani, Christopher Leckie An efficient visual assessment of cluster tendency tool for large-scale time series data sets. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Fateme Fahiman, James C. Bezdek, Sarah M. Erfani, Marimuthu Palaniswami, Christopher Leckie Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms. Search on Bibsonomy FUZZ-IEEE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey 0001, Kotagiri Ramamohanarao From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Fateme Fahiman, Sarah M. Erfani, Sutharshan Rajasegarar, Marimuthu Palaniswami, Christopher Leckie Improving load forecasting based on deep learning and K-shape clustering. Search on Bibsonomy IJCNN The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Weihao Cheng, Sarah M. Erfani, Rui Zhang 0003, Kotagiri Ramamohanarao Accurate Recognition of the Current Activity in the Presence of Multiple Activities. Search on Bibsonomy PAKDD (2) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sarah M. Erfani, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher Leckie High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning. Search on Bibsonomy Pattern Recognition The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Fateme Fahiman, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, Marimuthu Palaniswami Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Vinh Nguyen, Christopher Leckie, James Bailey 0001, Kotagiri Ramamohanarao R1STM: One-class Support Tensor Machine with Randomised Kernel. Search on Bibsonomy SDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xuan Vinh Nguyen, Sarah M. Erfani, Sakrapee Paisitkriangkrai, James Bailey 0001, Christopher Leckie, Kotagiri Ramamohanarao Training robust models using Random Projection. Search on Bibsonomy ICPR The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Lingjuan Lyu, Yee Wei Law, Sarah M. Erfani, Christopher Leckie, Marimuthu Palaniswami An improved scheme for privacy-preserving collaborative anomaly detection. Search on Bibsonomy PerCom Workshops The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Timothy Glennan, Christopher Leckie, Sarah M. Erfani Improved Classification of Known and Unknown Network Traffic Flows Using Semi-supervised Machine Learning. Search on Bibsonomy ACISP (2) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Zahra Ghafoori, Sarah M. Erfani, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher A. Leckie Anomaly detection in non-stationary data: Ensemble based self-adaptive OCSVM. Search on Bibsonomy IJCNN The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Zahra Ghafoori, Sutharshan Rajasegarar, Sarah M. Erfani, Shanika Karunasekera, Christopher A. Leckie Unsupervised Parameter Estimation for One-Class Support Vector Machines. Search on Bibsonomy PAKDD (2) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey 0001, Kotagiri Ramamohanarao Robust Domain Generalisation by Enforcing Distribution Invariance. Search on Bibsonomy IJCAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher Leckie R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Sarah M. Erfani Anomaly detection in participatory sensing networks. Search on Bibsonomy 2015   RDF
1Sarah M. Erfani, Yee Wei Law, Shanika Karunasekera, Christopher Leckie, Marimuthu Palaniswami Privacy-Preserving Collaborative Anomaly Detection for Participatory Sensing. Search on Bibsonomy PAKDD (1) The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Sarah M. Erfani, Shanika Karunasekera, Christopher Leckie, Udaya Parampalli Privacy-preserving data aggregation in Participatory Sensing Networks. Search on Bibsonomy ISSNIP The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Sarah M. Erfani, Sutharshan Rajasegarar, Christopher Leckie An efficient approach to detecting concept-evolution in network data streams. Search on Bibsonomy ATNAC The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
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