Christopher Leckie

363 papers A* 28A 28B 51C 3Misc 8Journal 148Unranked 95

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection. WWW Zhili Nicholas Liang, Soyeon Caren Han, Qizhou Wang, Christopher Leckie
2026	J	`jnl`	HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection. CoRR Zhili Nicholas Liang, Soyeon Caren Han, Qizhou Wang, Christopher Leckie
2026	J	`jnl`	Toward Universal and Transferable Jailbreak Attacks on Vision-Language Models. CoRR Kaiyuan Cui, Yige Li, Yutao Wu, Xingjun Ma, Sarah M. Erfani, Christopher Leckie, Hanxun Huang
2025	J	`jnl`	AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds. CoRR Qizhou Wang, Hanxun Huang, Guansong Pang, Sarah M. Erfani, Christopher Leckie
2025	J	`jnl`	CURVALID: Geometrically-guided Adversarial Prompt Detection. CoRR Canaan Yung, Hanxun Huang, Sarah Monazam Erfani, Christopher Leckie
2025	J	`jnl`	CoLSE: A Lightweight and Robust Hybrid Learned Model for Single-Table Cardinality Estimation using Joint CDF. CoRR Lankadinee Rathuwadu, Guanli Liu, Christopher Leckie, Renata Borovica-Gajic
2025	J	`jnl`	EMMM, Explain Me My Model! Explainable Machine Generated Text Detection in Dialogues. CoRR Angela Yifei Yuan, Haoyi Li, Soyeon Caren Han, Christopher Leckie
2025	A	`conf`	Exploiting Inter-Sample Information for Long-Tailed Out-of-Distribution Detection. WACV Nimeshika Udayangani, Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2025	J	`jnl`	Exploiting Inter-Sample Information for Long-tailed Out-of-Distribution Detection. CoRR Nimeshika Udayangani, Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2025	J	`jnl`	GreedyPixel: Fine-Grained Black-Box Adversarial Attack Via Greedy Algorithm. CoRR Hanrui Wang, Ching-Chun Chang, Chun-Shien Lu, Christopher Leckie, Isao Echizen
2025	J	`jnl`	GreedyPixel: Fine-Grained Black-Box Adversarial Attack via Greedy Algorithm. IEEE Trans. Inf. Forensics Secur. Hanrui Wang, Ching-Chun Chang, Chun-Shien Lu, Christopher Leckie, Isao Echizen
2025	—	`conf`	HALO: Robust Out-of-Distribution Detection via Joint Optimisation. SaTML Hugo Lyons Keenan, Sarah M. Erfani, Christopher Leckie
2025	J	`jnl`	HALO: Robust Out-of-Distribution Detection via Joint Optimisation. CoRR Hugo Lyons Keenan, Sarah M. Erfani, Christopher Leckie
2025	J	`jnl`	Hypnopaedia-Aware Machine Unlearning via Psychometrics of Artificial Mental Imagery. IEEE Access Ching-Chun Chang, Kai Gao, Shuying Xu, Anastasia Kordoni, Christopher Leckie, Isao Echizen
2025	J	`jnl`	Intention-aware Hierarchical Diffusion Model for Long-term Trajectory Anomaly Detection. CoRR Chen Wang, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie
2025	A	`conf`	Local Anomaly Detection with Partial Observation in Multi-agent Systems as a Data Matching Game. AAMAS Zixin Ye, Tansu Alpcan, Christopher Leckie
2025	J	`jnl`	OIL-AD: An anomaly detection framework for decision-making sequences. Pattern Recognit. Chen Wang, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie
2025	A*	`conf`	Open-Set Graph Anomaly Detection via Normal Structure Regularisation. ICLR Qizhou Wang, Guansong Pang, Mahsa Salehi, Xiaokun Xia, Christopher Leckie
2025	—	`conf`	Round Trip Translation Defence Against Large Language Model Jailbreaking Attacks. PAKDD (Workshops) Canaan Yung, Hadi Mohaghegh Dolatabadi, Sarah M. Erfani, Christopher Leckie
2025	—	`conf`	S-CPD: Topological Smoothing-Based Change Point Detection. PAKDD (6) Harindu Sugathadasa, Sarah Monazam Erfani, Christopher Leckie
2025	J	`jnl`	SPADE: Systematic Prompt Framework for Automated Dialogue Expansion in Machine-Generated Text Detection. CoRR Haoyi Li, Angela Yifei Yuan, Soyeon Caren Han, Christopher Leckie
2025	A	`conf`	SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation. CIKM Nimeshika Udayangani, Sarah M. Erfani, Christopher Leckie
2025	J	`jnl`	SupLID: Geometrical Guidance for Out-of-Distribution Detection in Semantic Segmentation. CoRR Nimeshika Udayangani, Sarah M. Erfani, Christopher Leckie
2025	A	`conf`	Using Causality to Infer Coordinated Attacks in Social Media. ICWSM Isura Manchanayaka, Zainab Razia Zaidi, Shanika Karunasekera, Christopher Leckie
2024	—	`conf`	(Poster) Adversarial Training Under Data Exclusion Attacks as a Zero-Sum Game. GameSec (2) Zixin Ye, Shijie Liu, Tansu Alpcan, Christopher Leckie
2024	J	`jnl`	An Interpretable Low-complexity Model for Wireless Channel Estimation. CoRR Zainab R. Zaidi, Tansu Alpcan, Christopher Leckie, Sarah Efrain
2024	A	`conf`	Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning. ECAI Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2024	J	`jnl`	Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning. CoRR Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2024	—	`conf`	ConDGAD: Multi-augmentation Contrastive Learning for Dynamic Graph Anomaly Detection. ICPR (25) Siqi Xia, Sutharshan Rajasegarar, Lei Pan, Christopher Leckie, Sarah M. Erfani, Jeffrey Chan
2024	A	`conf`	DeCoRTAD: Diffusion Based Conditional Representation Learning for Online Trajectory Anomaly Detection. ECAI Chen Wang, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie
2024	—	`conf`	Demonstrating Electrical Model-Free Voltage Calculations with Real Smart Meter Data. ISGT EUROPE Vincenzo Bassi, Luis F. Ochoa, Tansu Alpcan, Christopher Leckie, Michael Z. Liu, Orlando Pereira, Eshan Karunarathne
2024	A	`conf`	Detecting Anomalous Agent Decision Sequences Based on Offline Imitation Learning. AAMAS Chen Wang, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie
2024	B	`conf`	Identifying Coordinated Activities on Online Social Networks Using Contrast Pattern Mining. IJCNN Isura Manchanayaka, Zainab R. Zaidi, Shanika Karunasekera, Christopher Leckie
2024	J	`jnl`	Identifying Coordinated Activities on Online Social Networks Using Contrast Pattern Mining. CoRR Isura Manchanayaka, Zainab R. Zaidi, Shanika Karunasekera, Christopher Leckie
2024	B	`conf`	Intelligent Data Source Emission Rate Control for Optimising the Performance of Streaming Applications. CCGrid Ziren Xiao, Christopher Leckie, Maria A. Rodriguez
2024	J	`jnl`	LabelGen: An Anomaly Label Generative Framework for Enhanced Graph Anomaly Detection. IEEE Access Siqi Xia, Sutharshan Rajasegarar, Lei Pan, Christopher Leckie, Sarah M. Erfani, Jeffrey Chan
2024	—	`conf`	Long-Term Fairness in Ride-Hailing Platform. ECML/PKDD (9) Yufan Kang, Jeffrey Chan, Wei Shao, Flora D. Salim, Christopher Leckie
2024	J	`jnl`	Long-term Fairness in Ride-Hailing Platform. CoRR Yufan Kang, Jeffrey Chan, Wei Shao, Flora D. Salim, Christopher Leckie
2024	J	`jnl`	OIL-AD: An Anomaly Detection Framework for Sequential Decision Sequences. CoRR Chen Wang, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie
2024	J	`jnl`	Psychometrics for Hypnopaedia-Aware Machinery via Chaotic Projection of Artificial Mental Imagery. CoRR Ching-Chun Chang, Kai Gao, Shuying Xu, Anastasia Kordoni, Christopher Leckie, Isao Echizen
2024	J	`jnl`	Round Trip Translation Defence against Large Language Model Jailbreaking Attacks. CoRR Canaan Yung, Hadi Mohaghegh Dolatabadi, Sarah M. Erfani, Christopher Leckie
2024	—	`conf`	Shedding Light on Greenwashing: Explainable Machine Learning for Green Ad Detection. AI (1) Yihan Bao, Abdul Karim Obeid, Daniel Angus, Julian Bagnara, Christopher Leckie
2024	—	`conf`	The Devil's Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models. SaTML Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2024	J	`jnl`	Unsupervised Domain-Agnostic Fake News Detection Using Multi-Modal Weak Signals. IEEE Trans. Knowl. Data Eng. Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie
2024	J	`jnl`	Using Causality to Infer Coordinated Attacks in Social Media. CoRR Isura Manchanayaka, Zainab Razia Zaidi, Shanika Karunasekera, Christopher Leckie
2023	—	`conf`	A Group Formation Game for Local Anomaly Detection. CDC Zixin Ye, Tansu Alpcan, Christopher Leckie
2023	J	`jnl`	Adversarial Coreset Selection for Efficient Robust Training. Int. J. Comput. Vis. Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2023	A*	`conf`	Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment. AAAI Qizhou Wang, Guansong Pang, Mahsa Salehi, Wray L. Buntine, Christopher Leckie
2023	J	`jnl`	Electrical Model-Free Voltage Calculations Using Neural Networks and Smart Meter Data. IEEE Trans. Smart Grid Vincenzo Bassi, Luis F. Ochoa, Tansu Alpcan, Christopher Leckie
2023	—	`conf`	EnSpeciVAT: Enhanced SpecieVAT for Cluster Tendency Identification in Graphs. ADMA (3) Siqi Xia, Sutharshan Rajasegarar, Christopher Leckie, Sarah M. Erfani, Jeffrey Chan, Lei Pan
2023	J	`jnl`	Failure-tolerant Distributed Learning for Anomaly Detection in Wireless Networks. CoRR Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie, Justin Kopacz
2023	A	`conf`	It's PageRank All The Way Down: Simplifying Deep Graph Networks. SDM Dominic Jack, Sarah M. Erfani, Jeffrey Chan, Sutharshan Rajasegarar, Christopher Leckie
2023	B	`conf`	Online Trajectory Anomaly Detection Based on Intention Orientation. IJCNN Chen Wang, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie
2023	J	`jnl`	Open-Set Graph Anomaly Detection via Normal Structure Regularisation. CoRR Qizhou Wang, Guansong Pang, Mahsa Salehi, Wray L. Buntine, Christopher Leckie
2023	A	`conf`	Predict-Then-Optimise Strategies for Water Flow Control (Short Paper). CP Vincent Barbosa Vaz, James Bailey, Christopher Leckie, Peter J. Stuckey
2023	B	`conf`	Probabilistic Distributed Intrusion Detection For Zero-Trust Multi-Access Edge Computing. NOMS Rahul Sharma, Chien Aun Chan, Christopher Leckie
2023	—	`conf`	Robust Wireless Network Anomaly Detection with Collaborative Adversarial Autoencoders. ICC Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie
2023	J	`jnl`	The Devil's Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models. CoRR Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2023	J	`jnl`	Towards quantum enhanced adversarial robustness in machine learning. CoRR Maxwell T. West, Shu Lok Tsang, Jia Shun Low, Charles D. Hill, Christopher Leckie, Lloyd C. L. Hollenberg, Sarah M. Erfani, Muhammad Usman
2023	J	`jnl`	Towards quantum enhanced adversarial robustness in machine learning. Nat. Mac. Intell. Maxwell T. West, Shu Lok Tsang, Jia Shun Low, Charles D. Hill, Christopher Leckie, Lloyd C. L. Hollenberg, Sarah M. Erfani, Muhammad Usman
2023	J	`jnl`	Unsupervised Domain-agnostic Fake News Detection using Multi-modal Weak Signals. CoRR Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie
2022	A*	`conf`	A Divide and Conquer Algorithm for Predict+Optimize with Non-convex Problems. AAAI Ali Ugur Guler, Emir Demirovic, Jeffrey Chan, James Bailey, Christopher Leckie, Peter J. Stuckey
2022	J	`jnl`	Adversarial Coreset Selection for Efficient Robust Training. CoRR Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2022	J	`jnl`	An Online Unsupervised Dynamic Window Method to Track Repeating Patterns From Sensor Data. IEEE Trans. Cybern. Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, Christopher Leckie, Lars Kulik
2022	J	`jnl`	Benchmarking Adversarially Robust Quantum Machine Learning at Scale. CoRR Maxwell T. West, Sarah M. Erfani, Christopher Leckie, Martin Sevior, Lloyd C. L. Hollenberg, Muhammad Usman
2022	—	`conf`	COLLIDER: A Robust Training Framework for Backdoor Data. ACCV (6) Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2022	J	`jnl`	COLLIDER: A Robust Training Framework for Backdoor Data. CoRR Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2022	J	`jnl`	Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment. CoRR Qizhou Wang, Guansong Pang, Mahsa Salehi, Wray L. Buntine, Christopher Leckie
2022	—	`conf`	ENDASh: Embedding Neighbourhood Dissimilarity with Attribute Shuffling for Graph Anomaly Detection. PAKDD (2) Qizhou Wang, Mahsa Salehi, Jia Shun Low, Wray L. Buntine, Christopher Leckie
2022	B	`conf`	Exploiting Redundancy in Network Flow Information for Efficient Security Attack Detection. NSS Siqi Xia, Sutharshan Rajasegarar, Christopher Leckie, Sarah M. Erfani, Jeffrey Chan
2022	J	`jnl`	Generative Adversarial Networks for anomaly detection on decentralised data. Annu. Rev. Control. Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie
2022	B	`conf`	Hybrid Collaborative Architectures For Intrusion Detection In Multi-Access Edge Computing. NOMS Rahul Sharma, Chien Aun Chan, Christopher Leckie
2022	—	`conf`	Local Intrinsic Dimensionality Signals Adversarial Perturbations. CDC Sandamal Weerasinghe, Tamas Abraham, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie, Benjamin I. P. Rubinstein
2022	J	`jnl`	MRMondrian: Scalable Multidimensional Anonymisation for Big Data Privacy Preservation. IEEE Trans. Big Data Xuyun Zhang, Lianyong Qi, Wanchun Dou, Qiang He, Christopher Leckie, Ramamohanarao Kotagiri, Zoran Salcic
2022	—	`conf`	Modelling Zeros in Blockmodelling. PAKDD (2) Laurence A. F. Park, Mohadeseh Ganji, Emir Demirovic, Jeffrey Chan, Peter J. Stuckey, James Bailey, Christopher Leckie, Rao Kotagiri
2022	J	`jnl`	Multi-attention graph neural networks for city-wide bus travel time estimation using limited data. Expert Syst. Appl. Jiaman Ma, Jeffrey Chan, Sutharshan Rajasegarar, Christopher Leckie
2022	J	`jnl`	MurTree: Optimal Decision Trees via Dynamic Programming and Search. J. Mach. Learn. Res. Emir Demirovic, Anna Lukina, Emmanuel Hebrard, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Peter J. Stuckey
2022	A*	`conf`	Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels. AAAI Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie
2022	J	`jnl`	Shape-Sphere: A metric space for analysing time series by their shape. Inf. Sci. Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, James C. Bezdek, Lars Kulik, Christopher Leckie
2022	B	`conf`	Wireless Network Simulation to Create Machine Learning Benchmark Data. GLOBECOM Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie, Justin Kopacz
2022	—	`conf`	ℓ ECCV (11) Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2021	A	`conf`	A Dimensionality-Driven Approach for Unsupervised Out-of-distribution Detection. SDM Qizhou Wang, Sarah M. Erfani, Christopher Leckie, Michael E. Houle
2021	A*	`conf`	Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning. IJCAI Sandamal Weerasinghe, Tamas Abraham, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie, Benjamin I. P. Rubinstein
2021	—	`conf`	Continual Learning for Fake News Detection from Social Media. ICANN (2) Yi Han, Shanika Karunasekera, Christopher Leckie
2021	J	`jnl`	Defending Support Vector Machines Against Data Poisoning Attacks. IEEE Trans. Inf. Forensics Secur. Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie
2021	A*	`conf`	Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data. AAAI Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie
2021	J	`jnl`	Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data. CoRR Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie
2021	—	`ch.`	Evaluation of Collaborative Intrusion Detection System Architectures in Mobile Edge Computing. Mobile Edge Computing Rahul Sharma, Chien Aun Chan, Christopher Leckie
2021	J	`jnl`	Knowledge Enhanced Multi-modal Fake News Detection. CoRR Yi Han, Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie
2021	J	`jnl`	Local Intrinsic Dimensionality Signals Adversarial Perturbations. CoRR Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie, Benjamin I. P. Rubinstein
2021	B	`conf`	Mining Rare Recurring Events in Network Traffic using Second Order Contrast Patterns. IJCNN Elaheh Alipour Chavary, Sarah M. Erfani, Christopher Leckie
2021	—	`conf`	Privacy-Preserving Collaborative SDR Networks for Anomaly Detection. ICC Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie, Justin Kopacz
2021	J	`jnl`	Propagation2Vec: Embedding partial propagation networks for explainable fake news early detection. Inf. Process. Manag. Amila Silva, Yi Han, Ling Luo, Shanika Karunasekera, Christopher Leckie
2021	A	`conf`	Scalable Contrast Pattern Mining over Data Streams. CIKM Elaheh Alipour Chavary, Sarah M. Erfani, Christopher Leckie
2021	J	`jnl`	𝓁 CoRR Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2020	A*	`conf`	AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows. NeurIPS Hadi Mohaghegh Dolatabadi, Sarah M. Erfani, Christopher Leckie
2020	J	`jnl`	AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows. CoRR Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2020	B	`conf`	Adversarial Reinforcement Learning under Partial Observability in Autonomous Computer Network Defence. IJCNN Yi Han, David Hubczenko, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Benjamin I. P. Rubinstein, Christopher Leckie, Tansu Alpcan, Sarah M. Erfani
2020	J	`jnl`	Black-box Adversarial Example Generation with Normalizing Flows. CoRR Hadi M. Dolatabadi, Sarah M. Erfani, Christopher Leckie
2020	A	`conf`	Deep Multi-sphere Support Vector Data Description. SDM Zahra Ghafoori, Christopher Leckie
2020	J	`jnl`	Defending Distributed Classifiers Against Data Poisoning Attacks. CoRR Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie
2020	J	`jnl`	Defending Regression Learners Against Poisoning Attacks. CoRR Sandamal Weerasinghe, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie, Justin Kopacz
2020	B	`conf`	Discovery of contrast corridors from trajectory data in heterogeneous dynamic cellular networks. IJCNN Li Li, Sarah M. Erfani, Chien Aun Chan, Christopher Leckie
2020	—	`conf`	Distributed Generative Adversarial Networks for Anomaly Detection. GameSec Marc Katzef, Andrew C. Cullen, Tansu Alpcan, Christopher Leckie, Justin Kopacz
2020	J	`jnl`	Divide and Learn: A Divide and Conquer Approach for Predict+Optimize. CoRR Ali Ugur Guler, Emir Demirovic, Jeffrey Chan, James Bailey, Christopher Leckie, Peter J. Stuckey
2020	A*	`conf`	Dynamic Programming for Predict+Optimise. AAAI Emir Demirovic, Peter J. Stuckey, Tias Guns, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jeffrey Chan
2020	—	`conf`	Embedding Partial Propagation Network for Fake News Early Detection. CIKM (Workshops) Amila Silva, Yi Han, Ling Luo, Shanika Karunasekera, Christopher Leckie
2020	B	`conf`	Evaluation of Centralised vs Distributed Collaborative Intrusion Detection Systems in Multi-Access Edge Computing. Networking Rahul Sharma, Chien Aun Chan, Christopher Leckie
2020	J	`jnl`	Exploiting patterns to explain individual predictions. Knowl. Inf. Syst. Yunzhe Jia, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, Xingjun Ma
2020	J	`jnl`	Graph Neural Networks with Continual Learning for Fake News Detection from Social Media. CoRR Yi Han, Shanika Karunasekera, Christopher Leckie
2020	—	`conf`	Image Analysis Enhanced Event Detection from Geo-Tagged Tweet Streams. PAKDD (1) Yi Han, Shanika Karunasekera, Christopher Leckie
2020	J	`jnl`	Image Analysis Enhanced Event Detection from Geo-tagged Tweet Streams. CoRR Yi Han, Shanika Karunasekera, Christopher Leckie
2020	J	`jnl`	Improving Scalability of Contrast Pattern Mining for Network Traffic Using Closed Patterns. CoRR Elaheh Alipour Chavary, Sarah M. Erfani, Christopher Leckie
2020	B	`conf`	Improving Single and Multi-View Blockmodelling by Algebraic Simplification. IJCNN Rishabh Ramteke, Peter J. Stuckey, Jeffrey Chan, Kotagiri Ramamohanarao, James Bailey, Christopher Leckie, Emir Demirovic
2020	A	`conf`	Invertible Generative Modeling using Linear Rational Splines. AISTATS Hadi Mohaghegh Dolatabadi, Sarah M. Erfani, Christopher Leckie
2020	J	`jnl`	Invertible Generative Modeling using Linear Rational Splines. CoRR Hadi Mohaghegh Dolatabadi, Sarah M. Erfani, Christopher Leckie
2020	J	`jnl`	LN-SNE: Log-Normal Distributed Stochastic Neighbor Embedding for Anomaly Detection. IEEE Trans. Knowl. Data Eng. Zahra Ghafoori, Sarah M. Erfani, James C. Bezdek, Shanika Karunasekera, Christopher Leckie
2020	A	`conf`	METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams. CIKM Amila Silva, Shanika Karunasekera, Christopher Leckie, Ling Luo
2020	J	`jnl`	METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams. CoRR Amila Silva, Shanika Karunasekera, Christopher Leckie, Ling Luo
2020	A*	`conf`	Multi-Attention 3D Residual Neural Network for Origin-Destination Crowd Flow Prediction. ICDM Jiaman Ma, Jeffrey Chan, Sutharshan Rajasegarar, Goce Ristanoski, Christopher Leckie
2020	J	`jnl`	MurTree: Optimal Classification Trees via Dynamic Programming and Search. CoRR Emir Demirovic, Anna Lukina, Emmanuel Hebrard, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Peter J. Stuckey
2020	—	`conf`	OMBA: User-Guided Product Representations for Online Market Basket Analysis. ECML/PKDD (1) Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie
2020	J	`jnl`	OMBA: User-Guided Product Representations for Online Market Basket Analysis. CoRR Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie
2020	J	`jnl`	Unsupervised online change point detection in high-dimensional time series. Knowl. Inf. Syst. Masoomeh Zameni, Amin Sadri, Zahra Ghafoori, Masud Moshtaghi, Flora D. Salim, Christopher Leckie, Kotagiri Ramamohanarao
2019	B	`conf`	Adaptive Edge Caching based on Popularity and Prediction for Mobile Networks. IJCNN Li Li, Chien Aun Chan, Sarah M. Erfani, Christopher Leckie
2019	J	`jnl`	Adversarial Reinforcement Learning under Partial Observability in Software-Defined Networking. CoRR Yi Han, David Hubczenko, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Benjamin I. P. Rubinstein, Christopher Leckie, Tansu Alpcan, Sarah M. Erfani
2019	J	`jnl`	Approximating Dunn's Cluster Validity Indices for Partitions of Big Data. IEEE Trans. Cybern. Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie
2019	—	`conf`	Big Data Driven Predictive Caching at the Wireless Edge. ICC Workshops Chien Aun Chan, Ming Yan, André F. Gygax, Wenwen Li, Li Li, Chih-Lin I, Jinyao Yan, Christopher Leckie
2019	—	`conf`	Change Point Detection for Streaming High-Dimensional Time Series. DASFAA (3) Masoomeh Zameni, Zahra Ghafoori, Amin Sadri, Christopher Leckie, Kotagiri Ramamohanarao
2019	B	`conf`	Deep Learning and One-class SVM based Anomalous Crowd Detection. IJCNN Meng Yang, Sutharshan Rajasegarar, Sarah M. Erfani, Christopher Leckie
2019	A*	`conf`	Improving the Quality of Explanations with Local Embedding Perturbations. KDD Yunzhe Jia, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, Michael E. Houle
2019	—	`conf`	LiftSmart: a monitoring and warning wearable for weight trainers. UbiComp/ISWC Adjunct Yousef Kowsar, Eduardo Velloso, Lars Kulik, Christopher Leckie
2019	J	`jnl`	Linear system security - Detection and correction of adversarial sensor attacks in the noise-free case. Autom. Zhanghan Tang, Margreta Kuijper, Michelle S. Chong, Iven Mareels, Christopher Leckie
2019	A	`conf`	Multi-scale Trajectory Clustering to Identify Corridors in Mobile Networks. CIKM Li Li, Sarah M. Erfani, Chien Aun Chan, Christopher Leckie
2019	—	`conf`	Multi-spatial Scale Event Detection from Geo-tagged Tweet Streams via Power-law Verification. IEEE BigData Yi Han, Shanika Karunasekera, Christopher Leckie, Aaron Harwood
2019	—	`conf`	Online K-Means Clustering with Lightweight Coresets. Australasian Conference on Artificial Intelligence Jia Shun Low, Zahra Ghafoori, Christopher Leckie
2019	J	`jnl`	Online cluster validity indices for performance monitoring of streaming data clustering. Int. J. Intell. Syst. Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey
2019	J	`jnl`	P-Gram: Positional N-Gram for the Clustering of Machine-Generated Messages. IEEE Access Jiaojiao Jiang, Steve Versteeg, Jun Han, Md. Arafat Hossain, Jean-Guy Schneider, Christopher Leckie, Zeinab Farahmandpour
2019	J	`jnl`	Power-law Verification for Event Detection at Multi-spatial Scales from Geo-tagged Tweet Streams. CoRR Yi Han, Shanika Karunasekera, Christopher Leckie, Aaron Harwood
2019	A*	`conf`	Predict+Optimise with Ranking Objectives: Exhaustively Learning Linear Functions. IJCAI Emir Demirovic, Peter J. Stuckey, James Bailey, Jeffrey Chan, Christopher Leckie, Kotagiri Ramamohanarao, Tias Guns
2019	B	`conf`	Robust and Accurate Short-Term Load Forecasting: A Cluster Oriented Ensemble Learning Approach. IJCNN Fateme Fahiman, Sarah M. Erfani, Christopher Leckie
2019	—	`conf`	Seeding on Samples for Accelerating K-Means Clustering. BDIOT Jia Shun Low, Zahra Ghafoori, James C. Bezdek, Christopher Leckie
2019	J	`jnl`	Support vector machines resilient against training data integrity attacks. Pattern Recognit. Sandamal Weerasinghe, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie
2019	J	`jnl`	Tour recommendation and trip planning using location-based social media: a survey. Knowl. Inf. Syst. Kwan Hui Lim, Jeffrey Chan, Shanika Karunasekera, Christopher Leckie
2019	—	`conf`	USTAR: Online Multimodal Embedding for Modeling User-Guided Spatiotemporal Activity. IEEE BigData Amila Silva, Shanika Karunasekera, Christopher Leckie, Ling Luo
2019	J	`jnl`	USTAR: Online Multimodal Embedding for Modeling User-Guided Spatiotemporal Activity. CoRR Amila Silva, Shanika Karunasekera, Christopher Leckie, Ling Luo
2019	—	`conf`	Unsupervised and Active Learning Using Maximin-Based Anomaly Detection. ECML/PKDD (1) Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Shanika Karunasekera
2018	Misc	`conf`	Cluster-Based Crowd Movement Behavior Detection. DICTA Meng Yang, Lida Rashidi, Aravinda S. Rao, Sutharshan Rajasegarar, Mohadeseh Ganji, Marimuthu Palaniswami, Christopher Leckie
2018	—	`conf`	Crowd Activity Change Point Detection in Videos via Graph Stream Mining. CVPR Workshops Meng Yang, Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie, Aravinda S. Rao, Marimuthu Palaniswami
2018	J	`jnl`	Dealing with Inliers in Feature Vector Data. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Dheeraj Kumar, Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami
2018	—	`conf`	Deep Learning Based Game-Theoretical Approach to Evade Jamming Attacks. GameSec Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie, Peyam Pourbeik, Jack Riddle
2018	—	`conf`	Density Biased Sampling with Locality Sensitive Hashing for Outlier Detection. WISE (2) Xuyun Zhang, Mahsa Salehi, Christopher Leckie, Yun Luo, Qiang He, Rui Zhou, Rao Kotagiri
2018	B	`conf`	Detection of Anomalous Communications with SDRs and Unsupervised Adversarial Learning. LCN Sandamal Weerasinghe, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie, Jack Riddle
2018	J	`jnl`	Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines. IEEE Trans. Neural Networks Learn. Syst. Zahra Ghafoori, Sarah M. Erfani, Sutharshan Rajasegarar, James C. Bezdek, Shanika Karunasekera, Christopher Leckie
2018	B	`conf`	Estimating Generalized Dunn's Cluster Validity Indices for Big Data. SMC Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie
2018	J	`jnl`	Fast and Scalable Big Data Trajectory Clustering for Understanding Urban Mobility. IEEE Trans. Intell. Transp. Syst. Dheeraj Kumar, Huayu Wu, Sutharshan Rajasegarar, Christopher Leckie, Shonali Krishnaswamy, Marimuthu Palaniswami
2018	—	`conf`	Graph Stream Mining Based Anomalous Event Analysis. PRICAI (1) Meng Yang, Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie
2018	A	`conf`	Image Constrained Blockmodelling: A Constraint Programming Approach. SDM Mohadeseh Ganji, Jeffrey Chan, Peter J. Stuckey, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Ian Davidson
2018	J	`jnl`	Online Cluster Validity Indices for Streaming Data. CoRR Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey
2018	—	`conf`	Online Clustering for Evolving Data Streams with Online Anomaly Detection. PAKDD (2) Milad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi
2018	J	`jnl`	Personalized trip recommendation for tourists based on user interests, points of interest visit durations and visit recency. Knowl. Inf. Syst. Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera
2018	—	`conf`	Reinforcement Learning for Autonomous Defence in Software-Defined Networking. GameSec Yi Han, Benjamin I. P. Rubinstein, Tamas Abraham, Tansu Alpcan, Olivier Y. de Vel, Sarah M. Erfani, David Hubczenko, Christopher Leckie, Paul Montague
2018	J	`jnl`	Reinforcement Learning for Autonomous Defence in Software-Defined Networking. CoRR Yi Han, Benjamin I. P. Rubinstein, Tamas Abraham, Tansu Alpcan, Olivier Y. de Vel, Sarah M. Erfani, David Hubczenko, Christopher Leckie, Paul Montague
2018	—	`conf`	Scalable Bottom-up Subspace Clustering using FP-Trees for High Dimensional Data. IEEE BigData Minh Tuan Doan, Jianzhong Qi, Sutharshan Rajasegarar, Christopher Leckie
2018	J	`jnl`	Scalable Bottom-up Subspace Clustering using FP-Trees for High Dimensional Data. CoRR Minh Tuan Doan, Jianzhong Qi, Sutharshan Rajasegarar, Christopher Leckie
2018	—	`conf`	Semi-supervised Blockmodelling with Pairwise Guidance. ECML/PKDD (2) Mohadeseh Ganji, Jeffrey Chan, Peter J. Stuckey, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Laurence A. F. Park
2018	—	`conf`	Urban Sensing for Anomalous Event Detection: - Distinguishing Between Legitimate Traffic Changes and Abnormal Traffic Variability. ECML/PKDD (3) Masoomeh Zameni, Mengyi He, Masud Moshtaghi, Zahra Ghafoori, Christopher Leckie, James C. Bezdek, Kotagiri Ramamohanarao
2017	—	`conf`	A Pattern Tree Based Method for Mining Conditional Contrast Patterns of Multi-source Data. ICDM Workshops Li Li, Sarah M. Erfani, Christopher Leckie
2017	J	`jnl`	A visual-numeric approach to clustering and anomaly detection for trajectory data. Vis. Comput. Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
2017	B	`conf`	An Efficient Method for Anomaly Detection in Non-Stationary Data Streams. GLOBECOM Milad Chenaghlou, Masud Moshtaghi, Christopher Leckie, Mahsa Salehi
2017	B	`conf`	An efficient visual assessment of cluster tendency tool for large-scale time series data sets. FUZZ-IEEE Timothy B. Iredale, Sarah M. Erfani, Christopher Leckie
2017	—	`conf`	Clustering Aided Support Vector Machines. MLDM Goce Ristanoski, Rahul Soni, Sutharshan Rajasegarar, James Bailey, Christopher Leckie
2017	Misc	`conf`	Distributed Detection of Zero-Day Network Traffic Flows. AusDM Yuantian Miao, Lei Pan, Sutharshan Rajasegarar, Jun Zhang, Christopher Leckie, Yang Xiang
2017	J	`jnl`	Exponentially Weighted Ellipsoidal Model for Anomaly Detection. Int. J. Intell. Syst. Masud Moshtaghi, Sarah M. Erfani, Christopher Leckie, James C. Bezdek
2017	A*	`conf`	Fast Memory Efficient Local Outlier Detection in Data Streams (Extended Abstract). ICDE Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang
2017	A*	`conf`	From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach. AAAI Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
2017	B	`conf`	Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms. FUZZ-IEEE Fateme Fahiman, James C. Bezdek, Sarah M. Erfani, Marimuthu Palaniswami, Christopher Leckie
2017	B	`conf`	Improving load forecasting based on deep learning and K-shape clustering. IJCNN Fateme Fahiman, Sarah M. Erfani, Sutharshan Rajasegarar, Marimuthu Palaniswami, Christopher Leckie
2017	A*	`conf`	LSHiForest: A Generic Framework for Fast Tree Isolation Based Ensemble Anomaly Analysis. ICDE Xuyun Zhang, Wan-Chun Dou, Qiang He, Rui Zhou, Christopher Leckie, Kotagiri Ramamohanarao, Zoran A. Salcic
2017	J	`jnl`	Linear system security - detection and correction of adversarial attacks in the noise-free case. CoRR Zhanghan Tang, Margreta Kuijper, Michelle Chong, Iven Mareels, Christopher Leckie
2017	J	`jnl`	On the effectiveness of isolation-based anomaly detection in cloud data centers. Concurr. Comput. Pract. Exp. Rodrigo N. Calheiros, Kotagiri Ramamohanarao, Rajkumar Buyya, Christopher Leckie, Steve Versteeg
2017	J	`jnl`	Partitioning road networks using density peak graphs: Efficiency vs. accuracy. Inf. Syst. Tarique Anwar, Chengfei Liu, Hai Le Vu, Christopher Leckie
2017	A*	`conf`	Personalized Itinerary Recommendation with Queuing Time Awareness. SIGIR Kwan Hui Lim, Jeffrey Chan, Shanika Karunasekera, Christopher Leckie
2017	A	`conf`	Summarizing Significant Changes in Network Traffic Using Contrast Pattern Mining. CIKM Elaheh Alipour Chavary, Sarah M. Erfani, Christopher Leckie
2017	J	`jnl`	Toward the Starting Line: A Systems Engineering Approach to Strong AI. CoRR Tansu Alpcan, Sarah M. Erfani, Christopher Leckie
2017	J	`jnl`	Using Virtual Machine Allocation Policies to Defend against Co-Resident Attacks in Cloud Computing. IEEE Trans. Dependable Secur. Comput. Yi Han, Jeffrey Chan, Tansu Alpcan, Christopher Leckie
2016	J	`jnl`	A Game Theoretical Approach to Defend Against Co-Resident Attacks in Cloud Computing: Preventing Co-Residence Using Semi-Supervised Learning. IEEE Trans. Inf. Forensics Secur. Yi Han, Tansu Alpcan, Jeffrey Chan, Christopher Leckie, Benjamin I. P. Rubinstein
2016	J	`jnl`	A Hybrid Approach to Clustering in Big Data. IEEE Trans. Cybern. Dheeraj Kumar, James C. Bezdek, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, Timothy Craig Havens
2016	J	`jnl`	Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data. ACM Trans. Knowl. Discov. Data Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami, Christopher Leckie, Jeffrey Chan, Jayavardhana Gubbi
2016	—	`conf`	An improved scheme for privacy-preserving collaborative anomaly detection. PerCom Workshops Lingjuan Lyu, Yee Wei Law, Sarah M. Erfani, Christopher Leckie, Marimuthu Palaniswami
2016	—	`conf`	Anomalous Behavior Detection in Crowded Scenes Using Clustering and Spatio-Temporal Features. IIP Meng Yang, Sutharshan Rajasegarar, Aravinda S. Rao, Christopher Leckie, Marimuthu Palaniswami
2016	Misc	`conf`	Detecting unseen anomalies in weight training exercises. OZCHI Yousef Kowsar, Masud Moshtaghi, Eduardo Velloso, Lars Kulik, Christopher Leckie
2016	J	`jnl`	Discovering outlying aspects in large datasets. Data Min. Knowl. Discov. Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2016	—	`conf`	Efficient query processing on road traffic network. PerCom Workshops Masoomeh Zameni, Masud Moshtaghi, Christopher Leckie
2016	J	`jnl`	Fast Memory Efficient Local Outlier Detection in Data Streams. IEEE Trans. Knowl. Data Eng. Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan, Xuyun Zhang
2016	J	`jnl`	Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms. CoRR Fateme Fahiman, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, Marimuthu Palaniswami
2016	J	`jnl`	High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning. Pattern Recognit. Sarah M. Erfani, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher Leckie
2016	—	`conf`	Improved Classification of Known and Unknown Network Traffic Flows Using Semi-supervised Machine Learning. ACISP (2) Timothy Glennan, Christopher Leckie, Sarah M. Erfani
2016	A	`conf`	Improving Personalized Trip Recommendation by Avoiding Crowds. CIKM Xiaoting Wang, Christopher Leckie, Jeffrey Chan, Kwan Hui Lim, Tharshan Vaithianathan
2016	J	`jnl`	Large-Scale Strategic Games and Adversarial Machine Learning. CoRR Tansu Alpcan, Benjamin I. P. Rubinstein, Christopher Leckie
2016	—	`conf`	Large-scale strategic games and adversarial machine learning. CDC Tansu Alpcan, Benjamin I. P. Rubinstein, Christopher Leckie
2016	J	`jnl`	Network Energy Consumption Assessment of Conventional Mobile Services and Over-the-Top Instant Messaging Applications. IEEE J. Sel. Areas Commun. Ming Yan, Chien Aun Chan, Wenwen Li, Chih-Lin I, Sen Bian, André F. Gygax, Christopher Leckie, Kerry Hinton, Elaine Wong, Ampalavanapillai Nirmalathas
2016	—	`conf`	Node Re-Ordering as a Means of Anomaly Detection in Time-Evolving Graphs. ECML/PKDD (2) Lida Rashidi, Andrey Kan, James Bailey, Jeffrey Chan, Christopher Leckie, Wei Liu, Sutharshan Rajasegarar, Kotagiri Ramamohanarao
2016	A	`conf`	Online Clustering of Multivariate Time-series. SDM Masud Moshtaghi, Christopher Leckie, James C. Bezdek
2016	—	`conf`	Pedestrian behaviour analysis using the microsoft kinect. PerCom Workshops Junying Chen, Sutharshan Rajasegarar, Christopher Leckie, André F. Gygax
2016	—	`conf`	PersTour: A Personalized Tour Recommendation and Planning System. HT (Extended Proceedings) Kwan Hui Lim, Xiaoting Wang, Jeffrey Chan, Shanika Karunasekera, Christopher Leckie, Yehui Chen, Cheong Loong Tan, Fu Quan Gao, Teh Ken Wee
2016	A	`conf`	R1STM: One-class Support Tensor Machine with Randomised Kernel. SDM Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
2016	A*	`conf`	Robust Domain Generalisation by Enforcing Distribution Invariance. IJCAI Sarah M. Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
2016	A	`conf`	Scalable Local-Recoding Anonymization using Locality Sensitive Hashing for Big Data Privacy Preservation. CIKM Xuyun Zhang, Christopher Leckie, Wanchun Dou, Jinjun Chen, Kotagiri Ramamohanarao, Zoran Salcic
2016	—	`conf`	Smart Sampling: A Novel Unsupervised Boosting Approach for Outlier Detection. Australasian Conference on Artificial Intelligence Mahsa Salehi, Xuyun Zhang, James C. Bezdek, Christopher Leckie
2016	J	`jnl`	The Generalized C Index for Internal Fuzzy Cluster Validity. IEEE Trans. Fuzzy Syst. James C. Bezdek, Masud Moshtaghi, Thomas A. Runkler, Christopher Leckie
2016	A*	`conf`	Towards Next Generation Touring: Personalized Group Tours. ICAPS Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera
2016	B	`conf`	Training robust models using Random Projection. ICPR Xuan Vinh Nguyen, Sarah M. Erfani, Sakrapee Paisitkriangkrai, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao
2016	—	`conf`	Trajectory Pattern Identification and Anomaly Detection of Pedestrian Flows Based on Visual Clustering. IIP Li Li, Christopher Leckie
2016	J	`jnl`	Visual Assessment of Clustering Tendency for Incomplete Data. IEEE Trans. Knowl. Data Eng. Laurence Anthony F. Park, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, James Bailey, Marimuthu Palaniswami
2015	—	`conf`	An Embedding Scheme for Detecting Anomalous Block Structured Graphs. PAKDD (2) Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie
2015	J	`jnl`	Assessing network energy consumption of mobile applications. IEEE Commun. Mag. Chien Aun Chan, Wenwen Li, Sen Bian, Chih-Lin I, André F. Gygax, Christopher Leckie, Ming Yan, Kerry Hinton
2015	B	`conf`	Big Data Analytics-Enhanced Cloud Computing: Challenges, Architectural Elements, and Future Directions. ICPADS Rajkumar Buyya, Kotagiri Ramamohanarao, Christopher Leckie, Rodrigo N. Calheiros, Amir Vahid Dastjerdi, Steven Versteeg
2015	J	`jnl`	Big Data Analytics-Enhanced Cloud Computing: Challenges, Architectural Elements, and Future Directions. CoRR Rajkumar Buyya, Kotagiri Ramamohanarao, Christopher Leckie, Rodrigo N. Calheiros, Amir Vahid Dastjerdi, Steven Versteeg
2015	—	`conf`	DP1SVM: A dynamic planar one-class support vector machine for Internet of Things environment. RIoT Alistair Shilton, Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
2015	A	`conf`	Detecting Location-Centric Communities Using Social-Spatial Links with Temporal Constraints. ECIR Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera
2015	B	`conf`	Detection of Deception in the Mafia Party Game. ICMI Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie
2015	—	`conf`	Discovering the Impact of Urban Traffic Interventions Using Contrast Mining on Vehicle Trajectory Data. PAKDD (1) Xiaoting Wang, Christopher Leckie, Hairuo Xie, Tharshan Vaithianathan
2015	J	`jnl`	Evolving Fuzzy Rules for Anomaly Detection in Data Streams. IEEE Trans. Fuzzy Syst. Masud Moshtaghi, James C. Bezdek, Christopher Leckie, Shanika Karunasekera, Marimuthu Palaniswami
2015	J	`jnl`	Invariant backpropagation: how to train a transformation-invariant neural network. CoRR Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie
2015	J	`jnl`	LICRE: unsupervised feature correlation reduction for lipidomics. Bioinform. Gerard Wong, Jeffrey Chan, Bronwyn A. Kingwell, Christopher Leckie, Peter J. Meikle
2015	—	`conf`	Local outlier detection for data streams in sensor networks: Revisiting the utility problem invited paper. ISSNIP Mahsa Salehi, Christopher Leckie, James C. Bezdek, Tharshan Vaithianathan
2015	—	`conf`	Parking availability prediction for sensor-enabled car parks in smart cities. ISSNIP Yanxu Zheng, Sutharshan Rajasegarar, Christopher Leckie
2015	Misc	`conf`	Pattern based anomalous user detection in cognitive radio networks. ICASSP Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
2015	A*	`conf`	Personalized Tour Recommendation Based on User Interests and Points of Interest Visit Durations. IJCAI Kwan Hui Lim, Jeffrey Chan, Christopher Leckie, Shanika Karunasekera
2015	A	`conf`	Profiling Pedestrian Distribution and Anomaly Detection in a Dynamic Environment. CIKM Minh Tuan Doan, Sutharshan Rajasegarar, Mahsa Salehi, Masud Moshtaghi, Christopher Leckie
2015	A*	`conf`	R1SVM: A Randomised Nonlinear Approach to Large-Scale Anomaly Detection. AAAI Sarah M. Erfani, Mahsa Baktashmotlagh, Sutharshan Rajasegarar, Shanika Karunasekera, Christopher Leckie
2015	J	`jnl`	Ranking cell tracking systems without manual validation. Pattern Recognit. Lett. Andrey Kan, John Markham, Rajib Chakravorty, James Bailey, Christopher Leckie
2015	—	`conf`	Scalable Outlying-Inlying Aspects Discovery via Feature Ranking. PAKDD (2) Xuan Vinh Nguyen, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2015	—	`conf`	Traffic forecasting in complex urban networks: Leveraging big data and machine learning. IEEE BigData Florin Schimbinschi, Xuan Vinh Nguyen, James Bailey, Christopher Leckie, Hai Le Vu, Rao Kotagiri
2014	J	`jnl`	An adaptive elliptical anomaly detection model for wireless sensor networks. Comput. Networks Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar
2014	J	`jnl`	Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks. Pattern Recognit. Sutharshan Rajasegarar, Alexander Gluhak, Muhammad Ali Imran, Michele Nati, Masud Moshtaghi, Christopher Leckie, Marimuthu Palaniswami
2014	J	`jnl`	Estimating the number of hosts corresponding to an intrusion alert while preserving privacy. J. Comput. Syst. Sci. Alif Wahid, Christopher Leckie, Chenfeng Vincent Zhou
2014	—	`conf`	Evaluating Spectral Unmixing Quality in the Absence of Reference Objects for Time Lapse Fluorescence Microscopy. ICDM Workshops Liyan Liu, Andrey Kan, Jie H. S. Zhou, John F. Markham, Philip D. Hodgkin, Christopher Leckie
2014	—	`conf`	High resolution spatio-temporal monitoring of air pollutants using wireless sensor networks. ISSNIP Sutharshan Rajasegarar, Peng Zhang, Yang Zhou, Shanika Karunasekera, Christopher Leckie, Marimuthu Palaniswami
2014	J	`jnl`	High-Resolution Monitoring of Atmospheric Pollutants Using a System of Low-Cost Sensors. IEEE Trans. Geosci. Remote. Sens. Sutharshan Rajasegarar, Timothy C. Havens, Shanika Karunasekera, Christopher Leckie, James C. Bezdek, Milan Jamriska, Ajith Gunatilaka, Alex Skvortsov, Marimuthu Palaniswami
2014	J	`jnl`	Hyperspherical cluster based distributed anomaly detection in wireless sensor networks. J. Parallel Distributed Comput. Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
2014	J	`jnl`	LICRE: unsupervised feature correlation reduction for lipidomics. Bioinform. Gerard Wong, Jeffrey Chan, Bronwyn A. Kingwell, Christopher Leckie, Peter J. Meikle
2014	—	`conf`	Privacy-Preserving Collaborative Anomaly Detection for Participatory Sensing. PAKDD (1) Sarah M. Erfani, Yee Wei Law, Shanika Karunasekera, Christopher Leckie, Marimuthu Palaniswami
2014	—	`conf`	Profiling spatial and temporal behaviour in sensor networks: A case study in energy monitoring. ISSNIP Lida Rashidi, Sutharshan Rajasegarar, Christopher Leckie, Michele Nati, Alexander Gluhak, Muhammad Ali Imran, Marimuthu Palaniswami
2014	—	`conf`	Smart car parking: Temporal clustering and anomaly detection in urban car parking. ISSNIP Yanxu Zheng, Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
2014	B	`conf`	Spatial Partitioning of Large Urban Road Networks. EDBT Tarique Anwar, Chengfei Liu, Hai Le Vu, Christopher Leckie
2014	—	`conf`	Spatio-temporal estimation with Bayesian maximum entropy and compressive sensing in communication constrained networks. ICC Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
2014	J	`jnl`	Streaming analysis in wireless sensor networks. Wirel. Commun. Mob. Comput. Masud Moshtaghi, James C. Bezdek, Timothy C. Havens, Christopher Leckie, Shanika Karunasekera, Sutharshan Rajasegarar, Marimuthu Palaniswami
2014	—	`conf`	Structure-Aware Distance Measures for Comparing Clusterings in Graphs. PAKDD (1) Jeffrey Chan, Xuan Vinh Nguyen, Wei Liu, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2014	A*	`conf`	TRIBAC: Discovering Interpretable Clusters and Latent Structures in Graphs. ICDM Jeffrey Chan, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
2014	—	`conf`	Using trajectory features for upper limb action recognition. ISSNIP Xiaoting Wang, Sofia Suvorova, Tharshan Vaithianathan, Christopher Leckie
2014	—	`conf`	Virtual machine allocation policies against co-resident attacks in cloud computing. ICC Yi Han, Jeffrey Chan, Tansu Alpcan, Christopher Leckie
2013	—	`conf`	A Bayesian Classifier for Learning from Tensorial Data. ECML/PKDD (2) Wei Liu, Jeffrey Chan, James Bailey, Christopher Leckie, Fang Chen, Kotagiri Ramamohanarao
2013	J	`jnl`	A Soft Modularity Function For Detecting Fuzzy Communities in Social Networks. IEEE Trans. Fuzzy Syst. Timothy C. Havens, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami
2013	J	`jnl`	A time decoupling approach for studying forum dynamics. World Wide Web Andrey Kan, Jeffrey Chan, Conor Hayes, Bernie Hogan, James Bailey, Christopher Leckie
2013	B	`conf`	Analysing Virtual Machine Usage in Cloud Computing. SERVICES Yi Han, Jeffrey Chan, Christopher Leckie
2013	—	`conf`	Applications of Class-Conditional Conformal Predictor in Multi-class Classification. ICMLA (1) Fan Shi, Cheng Soon Ong, Christopher Leckie
2013	B	`conf`	Clustering and visualization of fuzzy communities in social networks. FUZZ-IEEE Timothy C. Havens, James C. Bezdek, Christopher Leckie, Jeffrey Chan, Wei Liu, James Bailey, Kotagiri Ramamohanarao, Marimuthu Palaniswami
2013	A	`conf`	Discovering latent blockmodels in sparse and noisy graphs using non-negative matrix factorisation. CIKM Jeffrey Chan, Wei Liu, Andrey Kan, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
2013	B	`conf`	Extension of iVAT to asymmetric matrices. FUZZ-IEEE Timothy C. Havens, James C. Bezdek, Christopher Leckie, Marimuthu Palaniswami
2013	J	`jnl`	Measures for ranking cell trackers without manual validation. Pattern Recognit. Andrey Kan, Christopher Leckie, James Bailey, John Markham, Rajib Chakravorty
2013	A	`conf`	Mining Labelled Tensors by Discovering both their Common and Discriminative Subspaces. SDM James Bailey, Jeffrey Chan, Kotagiri Ramamohanarao, Christopher Leckie, Wei Liu
2013	—	`conf`	Privacy-preserving data aggregation in Participatory Sensing Networks. ISSNIP Sarah M. Erfani, Shanika Karunasekera, Christopher Leckie, Udaya Parampalli
2013	—	`conf`	Security Games for Virtual Machine Allocation in Cloud Computing. GameSec Yi Han, Tansu Alpcan, Jeffrey Chan, Christopher Leckie
2013	—	`conf`	clusiVAT: A mixed visual/numerical clustering algorithm for big data. IEEE BigData Dheeraj Kumar, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, James C. Bezdek, Timothy C. Havens
2012	J	`jnl`	A Time Decoupling Approach for Studying Forum Dynamics CoRR Andrey Kan, Jeffrey Chan, Conor Hayes, Bernie Hogan, James Bailey, Christopher Leckie
2012	C	`conf`	AIC and BIC based approaches for SVM parameter value estimation with RBF kernels. ACML Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie
2012	—	`conf`	An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries. Australasian Conference on Artificial Intelligence Wei Liu, Sanjay Chawla, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao
2012	B	`conf`	Estimating the Number of Hosts Corresponding to an Address while Preserving Anonymity. NSS Alif Wahid, Christopher Leckie, Chenfeng Vincent Zhou
2012	J	`jnl`	FSR: feature set reduction for scalable and accurate multi-class cancer subtype classification based on copy number. Bioinform. Gerard Wong, Christopher Leckie, Adam Kowalczyk
2012	J	`jnl`	Fuzzy c-Means Algorithms for Very Large Data. IEEE Trans. Fuzzy Syst. Timothy C. Havens, James C. Bezdek, Christopher Leckie, Lawrence O. Hall, Marimuthu Palaniswami
2012	J	`jnl`	Improved Gaussian process classification via feature space rotation. Neurocomputing Liang Wang, Christopher Leckie
2012	B	`conf`	Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. IJCNN Sutharshan Rajasegarar, James C. Bezdek, Masud Moshtaghi, Christopher Leckie, Timothy C. Havens, Marimuthu Palaniswami
2012	A	`conf`	On compressing weighted time-evolving graphs. CIKM Wei Liu, Andrey Kan, Jeffrey Chan, James Bailey, Christopher Leckie, Jian Pei, Kotagiri Ramamohanarao
2012	A*	`conf`	SeqiBloc: mining multi-time spanning blockmodels in dynamic graphs. KDD Jeffrey Chan, Wei Liu, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao
2012	A	`conf`	Utilizing common substructures to speedup tensor factorization for mining dynamic graphs. CIKM Wei Liu, Jeffrey Chan, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao
2012	J	`jnl`	ciForager: Incrementally discovering regions of correlated change in evolving graphs. ACM Trans. Knowl. Discov. Data Jeffrey Chan, James Bailey, Christopher Leckie, Michael E. Houle
2011	—	`conf`	An efficient approach to detecting concept-evolution in network data streams. ATNAC Sarah M. Erfani, Sutharshan Rajasegarar, Christopher Leckie
2011	J	`jnl`	An efficient hyperellipsoidal clustering algorithm for resource-constrained environments. Pattern Recognit. Masud Moshtaghi, Sutharshan Rajasegarar, Christopher Leckie, Shanika Karunasekera
2011	J	`jnl`	Anomaly Detection in Environmental Monitoring Networks [Application Notes]. IEEE Comput. Intell. Mag. James C. Bezdek, Sutharshan Rajasegarar, Masud Moshtaghi, Christopher Leckie, Marimuthu Palaniswami, Timothy C. Havens
2011	J	`jnl`	Approximate pairwise clustering for large data sets via sampling plus extension. Pattern Recognit. Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek
2011	J	`jnl`	Clustering ellipses for anomaly detection. Pattern Recognit. Masud Moshtaghi, Timothy C. Havens, James C. Bezdek, Laurence Anthony F. Park, Christopher Leckie, Sutharshan Rajasegarar, James M. Keller, Marimuthu Palaniswami
2011	A*	`conf`	Incremental Elliptical Boundary Estimation for Anomaly Detection in Wireless Sensor Networks. ICDM Masud Moshtaghi, Christopher Leckie, Shanika Karunasekera, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami
2011	J	`jnl`	Meta-analysis of gene expression microarrays with missing replicates. BMC Bioinform. Fan Shi, Gad Abraham, Christopher Leckie, Izhak Haviv, Adam Kowalczyk
2011	J	`jnl`	Self-similar characteristics of network intrusion attempts and the implications for predictability. Concurr. Comput. Pract. Exp. Alif Wahid, Christopher Leckie, Chenfeng Vincent Zhou
2011	J	`jnl`	Spatio-temporal modelling-based drift-aware wireless sensor networks. IET Wirel. Sens. Syst. Maen Takruri, Sutharshan Rajasegarar, Subhash Challa, Christopher Leckie, Marimuthu Palaniswami
2010	J	`jnl`	A bi-ordering approach to linking gene expression with clinical annotations in gastric cancer. BMC Bioinform. Fan Shi, Christopher Leckie, Geoff MacIntyre, Izhak Haviv, Alex Boussioutas, Adam Kowalczyk
2010	J	`jnl`	A survey of coordinated attacks and collaborative intrusion detection. Comput. Secur. Chenfeng Vincent Zhou, Christopher Leckie, Shanika Karunasekera
2010	B	`conf`	Action Recognition Using Space-Time Shape Difference Images. ICPR Hao Qu, Liang Wang, Christopher Leckie
2010	J	`jnl`	Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks. IEEE Trans. Inf. Forensics Secur. Sutharshan Rajasegarar, Christopher Leckie, James C. Bezdek, Marimuthu Palaniswami
2010	B	`conf`	Clustering elliptical anomalies in sensor networks. FUZZ-IEEE James C. Bezdek, Timothy C. Havens, James M. Keller, Christopher Leckie, Laurence Anthony F. Park
2010	B	`conf`	Combining Real and Virtual Graphs to Enhance Data Clustering. ICPR Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao
2010	B	`conf`	Comparative Analysis of HTTP Anomaly Detection Algorithms: DFA vs N-Grams. NSS Li Lin, Christopher Leckie, Chenfeng Vincent Zhou
2010	J	`jnl`	Critical infrastructure protection: Resource efficient sampling to improve detection of less frequent patterns in network traffic. J. Netw. Comput. Appl. Abdun Naser Mahmood, Jiankun Hu, Zahir Tari, Christopher Leckie
2010	B	`conf`	Encoding Actions via Quantized Vocabulary of Averaged Silhouettes. ICPR Liang Wang, Christopher Leckie
2010	J	`jnl`	Enhanced Visual Analysis for Cluster Tendency Assessment and Data Partitioning. IEEE Trans. Knowl. Data Eng. Liang Wang, Xin Geng, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao
2010	J	`jnl`	Exploiting sequence similarity to validate the sensitivity of SNP arrays in detecting fine-scaled copy number variations. Bioinform. Gerard Wong, Christopher Leckie, Kylie L. Gorringe, Izhak Haviv, Ian G. Campbell, Adam Kowalczyk
2010	—	`ch.`	Network Traffic Analysis and SCADA Security. Handbook of Information and Communication Security Abdun Naser Mahmood, Christopher Leckie, Jiankun Hu, Zahir Tari, Mohammed Atiquzzaman
2010	B	`conf`	Sensor data boundary estimation for anomaly detection in wireless sensor networks. MASS Shan Suthaharan, Christopher Leckie, Masud Moshtaghi, Shanika Karunasekera, Sutharshan Rajasegarar
2010	—	`conf`	iVAT and aVAT: Enhanced Visual Analysis for Cluster Tendency Assessment. PAKDD (1) Liang Wang, Uyen T. V. Nguyen, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao
2009	Misc	`conf`	A Query Based Approach for Mining Evolving Graphs. AusDM Andrey Kan, Jeffrey Chan, James Bailey, Christopher Leckie
2009	A	`conf`	Action recognition via multi-feature fusion and Gaussian process classification. WACV Liang Wang, Hang Zhou, Sui-Chien Low, Christopher Leckie
2009	—	`conf`	Adapting Spectral Co-clustering to Documents and Terms Using Latent Semantic Analysis. Australasian Conference on Artificial Intelligence Laurence Anthony F. Park, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek
2009	B	`conf`	Approximate Spectral Clustering. PAKDD Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek
2009	J	`jnl`	Automatically Determining the Number of Clusters in Unlabeled Data Sets. IEEE Trans. Knowl. Data Eng. Liang Wang, Christopher Leckie, Kotagiri Ramamohanarao, James C. Bezdek
2009	B	`conf`	Characterising the Evolution in Scanning Activity of Suspicious Hosts. NSS Alif Wahid, Christopher Leckie, Chenfeng Vincent Zhou
2009	J	`jnl`	Collaborative Detection of Fast Flux Phishing Domains. J. Networks Chenfeng Vincent Zhou, Christopher Leckie, Shanika Karunasekera
2009	J	`jnl`	Decentralized multi-dimensional alert correlation for collaborative intrusion detection. J. Netw. Comput. Appl. Chenfeng Vincent Zhou, Christopher Leckie, Shanika Karunasekera
2009	J	`jnl`	Elliptical anomalies in wireless sensor networks. ACM Trans. Sens. Networks Sutharshan Rajasegarar, James C. Bezdek, Christopher Leckie, Marimuthu Palaniswami
2009	J	`jnl`	Protecting SIP server from CPU-based DoS attacks using history-based IP filtering. IEEE Commun. Lett. Chenfeng Vincent Zhou, Christopher Leckie, Kotagiri Ramamohanarao
2009	J	`jnl`	Using graph partitioning to discover regions of correlated spatio-temporal change in evolving graphs. Intell. Data Anal. Jeffrey Chan, James Bailey, Christopher Leckie
2009	—	`conf`	Visualization of clusters in very large rectangular dissimilarity data. ICARA Laurence Anthony F. Park, James C. Bezdek, Christopher Leckie
2008	J	`jnl`	An Efficient Clustering Scheme to Exploit Hierarchical Data in Network Traffic Analysis. IEEE Trans. Knowl. Data Eng. Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya
2008	—	`conf`	Analysis and enhancement of on-demand routing in wireless sensor networks. PM2HW2N Daniel Peter Dallas, Christopher Leckie, Kotagiri Ramamohanarao
2008	J	`jnl`	Anomaly detection in wireless sensor networks. IEEE Wirel. Commun. Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
2008	—	`conf`	CESVM: Centered Hyperellipsoidal Support Vector Machine Based Anomaly Detection. ICC Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
2008	B	`conf`	CPU-based DoS attacks against SIP servers. NOMS Ming Luo, Tao Peng, Christopher Leckie
2008	B	`conf`	Characteristic-Based Descriptors for Motion Sequence Recognition. PAKDD Liang Wang, Xiaozhe Wang, Christopher Leckie, Kotagiri Ramamohanarao
2008	J	`jnl`	Discovering correlated spatio-temporal changes in evolving graphs. Knowl. Inf. Syst. Jeffrey Chan, James Bailey, Christopher Leckie
2008	B	`conf`	Dual clustering for categorization of action sequences. ICPR Joanna Cheng, Liang Wang, Christopher Leckie
2008	A*	`conf`	Moving shape dynamics: A signal processing perspective. CVPR Liang Wang, Xin Geng, Christopher Leckie, Kotagiri Ramamohanarao
2008	C	`conf`	Online drift correction in wireless sensor networks using spatio-temporal modeling. FUSION Maen Takruri, Sutharshan Rajasegarar, Subhash Challa, Christopher Leckie, Marimuthu Palaniswami
2008	B	`conf`	Relieving hot spots in collaborative intrusion detection systems during worm outbreaks. NOMS Chenfeng Vincent Zhou, Shanika Karunasekera, Christopher Leckie
2008	J	`jnl`	Selective sampling for approximate clustering of very large data sets. Int. J. Intell. Syst. Liang Wang, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao
2008	A*	`conf`	SpecVAT: Enhanced Visual Cluster Analysis. ICDM Liang Wang, Xin Geng, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao
2007	—	`conf`	A scalable sampling scheme for clustering in network traffic analysis. Infoscale Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya
2007	—	`conf`	Evaluation of a Decentralized Architecture for Large Scale Collaborative Intrusion Detection. Integrated Network Management Chenfeng Vincent Zhou, Shanika Karunasekera, Christopher Leckie
2007	—	`conf`	Hop-Count Monitoring: Detecting Sinkhole Attacks in Wireless Sensor Networks. ICON Daniel Peter Dallas, Christopher Leckie, Kotagiri Ramamohanarao
2007	J	`jnl`	Information sharing for distributed intrusion detection systems. J. Netw. Comput. Appl. Tao Peng, Christopher Leckie, Kotagiri Ramamohanarao
2007	—	`conf`	Quarter Sphere Based Distributed Anomaly Detection in Wireless Sensor Networks. ICC Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami, James C. Bezdek
2007	J	`jnl`	Survey of network-based defense mechanisms countering the DoS and DDoS problems. ACM Comput. Surv. Tao Peng, Christopher Leckie, Kotagiri Ramamohanarao
2007	—	`conf`	Tensor Space Learning for Analyzing Activity Patterns from Video Sequences. ICDM Workshops Liang Wang, Christopher Leckie, Xiaozhe Wang, Kotagiri Ramamohanarao, James C. Bezdek
2007	Misc	`conf`	The Curse of Ease of Access to the Internet. ICISS Kotagiri Ramamohanarao, Kapil Kumar Gupta, Tao Peng, Christopher Leckie
2006	—	`conf`	An evaluation technique for network intrusion detection systems. Infoscale Dana Zhang, Christopher Leckie
2006	J	`jnl`	Approximate clustering in very large relational data. Int. J. Intell. Syst. James C. Bezdek, Richard J. Hathaway, Jacalyn M. Huband, Christopher Leckie, Kotagiri Ramamohanarao
2006	Misc	`conf`	Approximate data mining in very large relational data. ADC James C. Bezdek, Richard J. Hathaway, Christopher Leckie, Kotagiri Ramamohanarao
2006	—	`conf`	Discovering and Summarising Regions of Correlated Spatio-Temporal Change in Evolving Graphs. ICDM Workshops Jeffrey Chan, James Bailey, Christopher Leckie
2006	B	`conf`	Echidna: Efficient Clustering of Hierarchical Data for Network Traffic Analysis. Networking Abdun Naser Mahmood, Christopher Leckie, Parampalli Udaya
2006	J	`jnl`	Intrusion Detection for Routing Attacks in Sensor Networks. Int. J. Distributed Sens. Networks Chong Eik Loo, Mun Yong Ng, Christopher Leckie, Marimuthu Palaniswami
2006	—	`conf`	Mining Generalised Emerging Patterns. Australian Conference on Artificial Intelligence Xiaoyuan Qian, James Bailey, Christopher Leckie
2005	—	`conf`	Anomaly detection for Internet worms. Integrated Network Management Yousof Al-Hammadi, Christopher Leckie
2005	B	`conf`	Exploiting Traffic Localities for Efficient Flow State Lookup. NETWORKING Tao Peng, Christopher Leckie, Kotagiri Ramamohanarao
2005	—	`conf`	Unsupervised Anomaly Detection in Network Intrusion Detection Using Clusters. ACSC Kingsly Leung, Christopher Leckie
2004	B	`conf`	Adaptive Clustering for Network Intrusion Detection. PAKDD Joshua Oldmeadow, Siddarth Ravinutala, Christopher Leckie
2004	J	`jnl`	Efficient visualization of large routing topologies. Int. J. Netw. Manag. Siew Cheong Au, Christopher Leckie, Ajeet Parhar, Gerard Wong
2004	B	`conf`	Proactively Detecting Distributed Denial of Service Attacks Using Source IP Address Monitoring. NETWORKING Tao Peng, Christopher Leckie, Kotagiri Ramamohanarao
2003	B	`conf`	An efficient filter for denial-of-service bandwidth attacks. GLOBECOM Samuel Abdelsayed, David Glimsholt, Christopher Leckie, Simon Ryan, Samer Shami
2003	C	`conf`	Applying Reinforcement Learning to Packet Scheduling in Routers. IAAI Herman L. Ferrá, Ken Lau, Christopher Leckie, Anderson Tang
2003	Misc	`conf`	Detecting Distributed Denial of Service Attacks by Sharing Distributed Beliefs. ACISP Tao Peng, Christopher Leckie, Kotagiri Ramamohanarao
2003	B	`conf`	Detecting reflector attacks by sharing beliefs. GLOBECOM Tao Peng, Christopher Leckie, Kotagiri Ramamohanarao
2003	—	`conf`	Policies for Sharing Distributed Probabilistic Beliefs. ACSC Christopher Leckie, Kotagiri Ramamohanarao
2003	—	`conf`	Protection from distributed denial of service attacks using history-based IP filtering. ICC Tao Peng, Christopher Leckie, Kotagiri Ramamohanarao
2003	—	`conf`	Visualisation of power-law network topologies. ICON David Soen-Mun Chan, Khim Shiong Chua, Christopher Leckie, Ajeet Parhar
2002	B	`conf`	A probabilistic approach to detecting network scans. NOMS Christopher Leckie, Kotagiri Ramamohanarao
2002	B	`conf`	Adjusted Probabilistic Packet Marking for IP Traceback. NETWORKING Tao Peng, Christopher Leckie, Kotagiri Ramamohanarao
2002	A*	`conf`	Learning to Share Distributed Probabilistic Beliefs. ICML Christopher Leckie, Kotagiri Ramamohanarao
1999	A*	`conf`	An Evaluation of Criteria for Measuring the Quality of Clusters. IJCAI Bhavani Raskutti, Christopher Leckie
1998	J	`jnl`	Inductive Learning of Search Control Rules for Planning. Artif. Intell. Christopher Leckie, Ingrid Zukerman
1997	—	`conf`	Locating Faults in Tree-Structured Networks. IJCAI (1) Christopher Leckie, Michael Dale
1996	B	`conf`	The Development of an Interactive Fault Diagnosis Expert System for Telecommunication Applications. PRICAI Ming Zhao, Christopher Leckie
1993	A*	`conf`	An Inductive Approach to Learning Search Control Rules for Planning. IJCAI Christopher Leckie, Ingrid Zukerman
1991	—	`conf`	Learning Search Control Rules for Planning: An Inductive Approach. ML Christopher Leckie, Ingrid Zukerman