James Bailey

379 papers A* 61A 36B 38C 9Misc 10Journal 145Unranked 62
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Bayesian framework for robust local intrinsic dimensionality estimation.
Inf. Syst.
Zaher Joukhadar, Hanxun Huang, Sarah Monazam Erfani, Ricardo J. G. B. Campello, Michael E. Houle, James Bailey
2026 J jnl
Attention in Space: Functional Roles of VLM Heads for Spatial Reasoning.
CoRR
Xueqi Ma, Shuo Yang, Yanbei Jiang, Shu Liu, Zhenzhen Liu, Jiayang Ao, Xingjun Ma, Sarah Monazam Erfani, James Bailey
2026 A* conf
Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models.
AAAI
Xueqi Ma, Xingjun Ma, Sarah Monazam Erfani, Danilo P. Mandic, James Bailey
2026 J jnl
On the Use of Bagging for Local Intrinsic Dimensionality Estimation.
CoRR
Kristóf Péter, Ricardo J. G. B. Campello, James Bailey, Michael E. Houle
2025 J jnl
Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models.
CoRR
Xueqi Ma, Xingjun Ma, Sarah Monazam Erfani, Danilo P. Mandic, James Bailey
2025 J jnl
Cognitive Mirrors: Exploring the Diverse Functional Roles of Attention Heads in LLM Reasoning.
CoRR
Xueqi Ma, Jun Wang, Yanbei Jiang, Sarah Monazam Erfani, Tongliang Liu, James Bailey
2025 A* conf
Detecting Backdoor Samples in Contrastive Language Image Pretraining.
ICLR
Hanxun Huang, Sarah Monazam Erfani, Yige Li, Xingjun Ma, James Bailey
2025 J jnl
Detecting Backdoor Samples in Contrastive Language Image Pretraining.
CoRR
Hanxun Huang, Sarah M. Erfani, Yige Li, Xingjun Ma, James Bailey
2025 J jnl
DynaPURLS: Dynamic Refinement of Part-aware Representations for Skeleton-based Zero-Shot Action Recognition.
CoRR
Jingmin Zhu, Anqi Zhu, James Bailey, Jun Liu, Hossein Rahmani, Mohammed Bennamoun, Farid Boussaïd, Qiuhong Ke
2025 A conf
ExplorAct: Context-Aware Next Action Recommendations for Interactive Data Exploration.
CIKM
Dinuka Manohara de Zoysa, James Bailey, Renata Borovica-Gajic
2025 J jnl
Exploring Weak-to-Strong Generalization for CLIP-based Classification.
CoRR
Jinhao Li, Sarah M. Erfani, Lei Feng, James Bailey, Feng Liu
2025 J jnl
Exploring Weak-to-Strong Generalization for CLIP-based Classification.
Trans. Mach. Learn. Res.
Jinhao Li, Sarah Monazam Erfani, Lei Feng, James Bailey, Feng Liu
2025 B conf
Intrinsic Dimension, Degrees of Freedom, Odds and Uniformity: A Unified Perspective.
SISAP
James Bailey, Ricardo J. G. B. Campello, Michael E. Houle
2025 J jnl
Investigating The Functional Roles of Attention Heads in Vision Language Models: Evidence for Reasoning Modules.
CoRR
Yanbei Jiang, Xueqi Ma, Shu Liu, Sarah Monazam Erfani, Tongliang Liu, James Bailey, Jey Han Lau, Krista A. Ehinger
2025 B conf
Learned Indexes with Distribution Smoothing via Virtual Points.
EDBT
Kasun Amarasinghe, Farhana Choudhury, Jianzhong Qi, James Bailey
2025 A* conf
Reasoning Like Experts: Leveraging Multimodal Large Language Models for Drawing-based Psychoanalysis.
ACM Multimedia
Xueqi Ma, Yanbei Jiang, Sarah M. Erfani, James Bailey, Weifeng Liu, Krista A. Ehinger, Jey Han Lau
2025 J jnl
Reasoning Like Experts: Leveraging Multimodal Large Language Models for Drawing-based Psychoanalysis.
CoRR
Xueqi Ma, Yanbei Jiang, Sarah M. Erfani, James Bailey, Weifeng Liu, Krista A. Ehinger, Jey Han Lau
2025 J jnl
Robust online drop detection for cochlear implant surgery.
Int. J. Data Sci. Anal.
Yuansan Liu, Sudanthi N. R. Wijewickrema, Christofer Bester, Stephen J. O'Leary, James Bailey
2025 J jnl
Safety at Scale: A Comprehensive Survey of Large Model Safety.
CoRR
Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, Hengyuan Xu, Yunhao Chen, Yunhan Zhao, Hanxun Huang, Yige Li, Jiaming Zhang, Xiang Zheng, Yang Bai, Zuxuan Wu, Xipeng Qiu, Jingfeng Zhang, Yiming Li, Jun Sun, Cong Wang, Jindong Gu, Baoyuan Wu, Siheng Chen, Tianwei Zhang, Yang Liu, Mingming Gong, Tongliang Liu, Shirui Pan, Cihang Xie, Tianyu Pang, Yinpeng Dong, Ruoxi Jia, Yang Zhang, Shiqing Ma, Xiangyu Zhang, Neil Gong, Chaowei Xiao, Sarah M. Erfani, Bo Li, Masashi Sugiyama, Dacheng Tao, James Bailey, Yu-Gang Jiang
2025 J jnl
Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety.
Found. Trends Priv. Secur.
Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, Hengyuan Xu, Yunhao Chen, Yunhao Zhao, Hanxun Huang, Yige Li, Yutao Wu, Jiaming Zhang, Xiang Zheng, Yang Bai, Yiming Li, Zuxuan Wu, Xipeng Qiu, Jingfeng Zhang, Xudong Han, Haonan Li, Jun Sun, Cong Wang, Jindong Gu, Baoyuan Wu, Siheng Chen, Tianwei Zhang, Yang Liu, Mingming Gong, Tongliang Liu, Shirui Pan, Cihang Xie, Tianyu Pang, Yinpeng Dong, Ruoxi Jia, Yang Zhang, Shiqing Ma, Xiangyu Zhang, Neil Gong, Chaowei Xiao, Sarah M. Erfani, Tim Baldwin, Bo Li, Masashi Sugiyama, Dacheng Tao, James Bailey, Yu-Gang Jiang
2025 A* conf
Semantic-guided Cross-Modal Prompt Learning for Skeleton-based Zero-shot Action Recognition.
CVPR
Anqi Zhu, Jingmin Zhu, James Bailey, Mingming Gong, Qiuhong Ke
2025 — conf
Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting.
KDD (2)
Yuansan Liu, Sudanthi N. R. Wijewickrema, Dongting Hu, Christofer Bester, Stephen J. O'Leary, James Bailey
2025 — conf
Whose Side are You on: Investigating Political Bias of Large Language Models.
AI (1)
Pagnarasmey Pit, Xingjun Ma, Mike Conway, Qingyu Chen, James Bailey, Pagnarith Pit, Putrasmey Keo, Watey Diep, Yu-Gang Jiang
2025 A* conf
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP.
ICML
Hanxun Huang, Sarah Monazam Erfani, Yige Li, Xingjun Ma, James Bailey
2025 J jnl
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP.
CoRR
Hanxun Huang, Sarah M. Erfani, Yige Li, Xingjun Ma, James Bailey
2024 B conf
Bayesian Estimation Approaches for Local Intrinsic Dimensionality.
SISAP
Zaher Joukhadar, Hanxun Huang, Sarah Monazam Erfani, Ricardo J. G. B. Campello, Michael E. Houle, James Bailey
2024 J jnl
Bidirectional Adversarial Autoencoders for the design of Plasmonic Metasurfaces.
CoRR
Yuansan Liu, Jeygopi Panisilvam, Peter M. Dower, Sejeong Kim, James Bailey
2024 — conf
Designing an Adaptive AI System for Operation on Board the SpIRIT Nano-Satellite.
AI (1)
Zaher Joukhadar, Jonathan Morgan, Christopher Bayliss, Miguel Ortiz del Castillo, Jack McRobbie, Robert Mearns, Krista A. Ehinger, Benjamin I. P. Rubinstein, Richard O. Sinnott, Michele Trenti, James Bailey
2024 A conf
Dimensionality-Aware Outlier Detection.
SDM
Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
2024 J jnl
Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis.
CoRR
Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
2024 J jnl
End-to-End Anti-Backdoor Learning on Images and Time Series.
CoRR
Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, Yige Li, James Bailey
2024 — conf
Exploring Automated Data Augmentation Approaches for Deep Learning: A Case Study of Individual Feral Cat Classification.
HICSS
Zihan Yang, Richard O. Sinnott, James Bailey, Krista A. Ehinger
2024 J jnl
Finding core labels for maximizing generalization of graph neural networks.
Neural Networks
Sichao Fu, Xueqi Ma, Yibing Zhan, Fanyu You, Qinmu Peng, Tongliang Liu, James Bailey, Danilo P. Mandic
2024 J jnl
Imbalanced gradients: a subtle cause of overestimated adversarial robustness.
Mach. Learn.
Xingjun Ma, Linxi Jiang, Hanxun Huang, Zejia Weng, James Bailey, Yu-Gang Jiang
2024 A* conf
LDReg: Local Dimensionality Regularized Self-Supervised Learning.
ICLR
Hanxun Huang, Ricardo J. G. B. Campello, Sarah Monazam Erfani, Xingjun Ma, Michael E. Houle, James Bailey
2024 J jnl
LDReg: Local Dimensionality Regularized Self-Supervised Learning.
CoRR
Hanxun Huang, Ricardo J. G. B. Campello, Sarah Monazam Erfani, Xingjun Ma, Michael E. Houle, James Bailey
2024 J jnl
Learned Indexes with Distribution Smoothing via Virtual Points.
CoRR
Kasun Amarasinghe, Farhana Choudhury, Jianzhong Qi, James Bailey
2024 — conf
Mitigating Challenges of the Space Environment for Onboard Artificial Intelligence: Design Overview of the Imaging Payload on SpIRIT.
CVPR Workshops
Miguel Ortiz del Castillo, Jonathan Morgan, Jack McRobbie, Clint Therakam, Zaher Joukhadar, Robert Mearns, Simon Barraclough, Richard O. Sinnott, Andrew Woods, Chris Bayliss, Kris Ehinger, Benjamin I. P. Rubinstein, James Bailey, Airlie Chapman, Michele Trenti
2024 J jnl
Mitigating Challenges of the Space Environment for Onboard Artificial Intelligence: Design Overview of the Imaging Payload on SpIRIT.
CoRR
Miguel Ortiz del Castillo, Jonathan Morgan, Jack McRobbie, Clint Therakam, Zaher Joukhadar, Robert Mearns, Simon Barraclough, Richard O. Sinnott, Andrew Woods, Chris Bayliss, Kris Ehinger, Benjamin I. P. Rubinstein, James Bailey, Airlie Chapman, Michele Trenti
2024 A* conf
Part-Aware Unified Representation of Language and Skeleton for Zero-Shot Action Recognition.
CVPR
Anqi Zhu, Qiuhong Ke, Mingming Gong, James Bailey
2024 J jnl
Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition.
CoRR
Anqi Zhu, Qiuhong Ke, Mingming Gong, James Bailey
2024 J jnl
Stochastic Diffusion: A Diffusion Probabilistic Model for Stochastic Time Series Forecasting.
CoRR
Yuansan Liu, Sudanthi N. R. Wijewickrema, Dongting Hu, Christofer Bester, Stephen J. O'Leary, James Bailey
2024 B conf
Time Series Representation Learning with Supervised Contrastive Temporal Transformer.
IJCNN
Yuansan Liu, Sudanthi N. R. Wijewickrema, Christofer Bester, Stephen J. O'Leary, James Bailey
2024 J jnl
Time Series Representation Learning with Supervised Contrastive Temporal Transformer.
CoRR
Yuansan Liu, Sudanthi N. R. Wijewickrema, Christofer Bester, Stephen J. O'Leary, James Bailey
2024 A conf
Time-Transformer: Integrating Local and Global Features for Better Time Series Generation.
SDM
Yuansan Liu, Sudanthi N. R. Wijewickrema, Ang Li, Christofer Bester, Stephen J. O'Leary, James Bailey
2024 A conf
Training Sparse Graph Neural Networks via Pruning and Sprouting.
SDM
Xueqi Ma, Xingjun Ma, Sarah M. Erfani, James Bailey
2024 J jnl
Unlearnable Examples For Time Series.
CoRR
Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, James Bailey
2024 — conf
Unlearnable Examples for Time Series.
PAKDD (6)
Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, James Bailey
2024 A* conf
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models.
ICML
Jinhao Li, Haopeng Li, Sarah Monazam Erfani, Lei Feng, James Bailey, Feng Liu
2024 J jnl
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models.
CoRR
Jinhao Li, Haopeng Li, Sarah M. Erfani, Lei Feng, James Bailey, Feng Liu
2024 J jnl
Whose Side Are You On? Investigating the Political Stance of Large Language Models.
CoRR
Pagnarasmey Pit, Xingjun Ma, Mike Conway, Qingyu Chen, James Bailey, Henry Pit, Putrasmey Keo, Watey Diep, Yu-Gang Jiang
2023 J jnl
A survey of automated data augmentation algorithms for deep learning-based image classification tasks.
Knowl. Inf. Syst.
Zihan Yang, Richard O. Sinnott, James Bailey, Qiuhong Ke
2023 A conf
Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition.
WACV
Anqi Zhu, Qiuhong Ke, Mingming Gong, James Bailey
2023 — conf
Backdoor Attacks on Time Series: A Generative Approach.
SaTML
Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, James Bailey
2023 — conf
Designing Fair AI Systems: Exploring the Interaction of Explainable AI and Task Objectivity on Users' Fairness Perception.
PACIS
Tingru Cui, Sharon Li, Kaiping Chen, James Bailey, Feng Liu
2023 A* conf
Distilling Cognitive Backdoor Patterns within an Image.
ICLR
Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey
2023 J jnl
Distilling Cognitive Backdoor Patterns within an Image.
CoRR
Hanxun Huang, Xingjun Ma, Sarah M. Erfani, James Bailey
2023 A* conf
Efficiently Learning Spatial Indices.
ICDE
Guanli Liu, Jianzhong Qi, Christian S. Jensen, James Bailey, Lars Kulik
2023 A* conf
Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning.
KDD
Derek Zhiyuan Cheng, Dhaval Patel, Linsey Pang, Sameep Mehta, Kexin Xie, Ed H. Chi, Wei Liu, Nitesh V. Chawla, James Bailey
2023 J jnl
Graph structure reforming framework enhanced by commute time distance for graph classification.
Neural Networks
Wenhang Yu, Xueqi Ma, James Bailey, Yibing Zhan, Jia Wu, Bo Du, Wenbin Hu
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 J jnl
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation.
Inf. Syst.
James Bailey, Michael E. Houle, Xingjun Ma
2023 J jnl
Semantic-Preserving Adversarial Text Attacks.
IEEE Trans. Sustain. Comput.
Xinghao Yang, Yongshun Gong, Weifeng Liu, James Bailey, Dacheng Tao, Wei Liu
2023 J jnl
Time-Transformer: Integrating Local and Global Features for Better Time Series Generation.
CoRR
Yuansan Liu, Sudanthi N. R. Wijewickrema, Ang Li, Christofer Bester, Stephen J. O'Leary, James Bailey
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
A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classication Tasks.
CoRR
Zihan Yang, Richard O. Sinnott, James Bailey, Qiuhong Ke
2022 J jnl
Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition.
CoRR
Anqi Zhu, Qiuhong Ke, Mingming Gong, James Bailey
2022 J jnl
Backdoor Attacks on Time Series: A Generative Approach.
CoRR
Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, James Bailey
2022 Misc conf
De Novo Molecular Generation with Stacked Adversarial Model.
AI
Yuansan Liu, James Bailey
2022 A conf
Deep Learning for Search and Recommendation.
CIKM
Wei Liu, Kexin Xie, Linsey Pang, James Bailey, Longbing Cao, Yuxi Zhang
2022 J jnl
How Difficult is the Task for you? Modelling and Analysis of Students' Task Difficulty Sequences in a Simulation-Based POE Environment.
Int. J. Artif. Intell. Educ.
Sadia Nawaz, Namrata Srivastava, Ji Hyun Yu, Anam Ahmad Khan, Gregor E. Kennedy, James Bailey, Ryan Shaun Baker
2022 — conf
IGFormer: Interaction Graph Transformer for Skeleton-Based Human Interaction Recognition.
ECCV (25)
Yunsheng Pang, Qiuhong Ke, Hossein Rahmani, James Bailey, Jun Liu
2022 J jnl
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition.
CoRR
Yunsheng Pang, Qiuhong Ke, Hossein Rahmani, James Bailey, Jun Liu
2022 A* conf
Integrating Gaze and Speech for Enabling Implicit Interactions.
CHI
Anam Ahmad Khan, Joshua Newn, James Bailey, Eduardo Velloso
2022 J jnl
Local Intrinsic Dimensionality, Entropy and Statistical Divergences.
Entropy
James Bailey, Michael E. Houle, Xingjun Ma
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
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
To type or to speak? The effect of input modality on text understanding during note-taking.
CHI
Anam Ahmad Khan, Sadia Nawaz, Joshua Newn, Ryan M. Kelly, Jason M. Lodge, James Bailey, Eduardo Velloso
2021 A* conf
$\alpha$-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression.
NeurIPS
Jiabo He, Sarah M. Erfani, Xingjun Ma, James Bailey, Ying Chi, Xian-Sheng Hua
2021 B conf
A Transferable Technique for Detecting and Localising Segments of Repeating Patterns in Time series.
IJCNN
Mahtab Mirmomeni, Lars Kulik, James Bailey
2021 J jnl
Adversarial Interaction Attack: Fooling AI to Misinterpret Human Intentions.
CoRR
Nodens Koren, Qiuhong Ke, Yisen Wang, James Bailey, Xingjun Ma
2021 J jnl
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression.
CoRR
Jiabo He, Sarah M. Erfani, Xingjun Ma, James Bailey, Ying Chi, Xian-Sheng Hua
2021 A conf
Are you with me? Measurement of Learners' Video-Watching Attention with Eye Tracking.
LAK
Namrata Srivastava, Sadia Nawaz, Joshua Newn, Jason M. Lodge, Eduardo Velloso, Sarah M. Erfani, Dragan Gasevic, James Bailey
2021 A* conf
Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search.
AAAI
Xinghao Yang, Weifeng Liu, James Bailey, Dacheng Tao, Wei Liu
2021 J jnl
De Novo Molecular Generation with Stacked Adversarial Model.
CoRR
Yuansan Liu, James Bailey
2021 B conf
Dual Head Adversarial Training.
IJCNN
Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, James Bailey
2021 J jnl
Dual Head Adversarial Training.
CoRR
Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, James Bailey
2021 A* conf
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks.
NeurIPS
Hanxun Huang, Yisen Wang, Sarah M. Erfani, Quanquan Gu, James Bailey, Xingjun Ma
2021 J jnl
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks.
CoRR
Hanxun Huang, Yisen Wang, Sarah Monazam Erfani, Quanquan Gu, James Bailey, Xingjun Ma
2021 J jnl
GAVIN: Gaze-Assisted Voice-Based Implicit Note-taking.
CoRR
Anam Ahmad Khan, Joshua Newn, Ryan Kelly, Namrata Srivastava, James Bailey, Eduardo Velloso
2021 J jnl
GAVIN: Gaze-Assisted Voice-Based Implicit Note-taking.
ACM Trans. Comput. Hum. Interact.
Anam Ahmad Khan, Joshua Newn, Ryan M. Kelly, Namrata Srivastava, James Bailey, Eduardo Velloso
2021 C conf
Generating Deep Networks Explanations with Robust Attribution Alignment.
ACML
Guohang Zeng, Yousef Kowsar, Sarah M. Erfani, James Bailey
2021 J jnl
High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence.
IEEE Trans. Inf. Forensics Secur.
Laurent Amsaleg, James Bailey, Amélie Barbe, Sarah M. Erfani, Teddy Furon, Michael E. Houle, Milos Radovanovic, Xuan Vinh Nguyen
2021 A* ed.
IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021
ICDM
James Bailey, Pauli Miettinen, Yun Sing Koh, Dacheng Tao, Xindong Wu
2021 C conf
Individual Feral Cat Identification through Deep Learning.
BDCAT
Zihan Yang, Richard O. Sinnott, Qiuhong Ke, James Bailey
2021 B conf
Neural Architecture Search via Combinatorial Multi-Armed Bandit.
IJCNN
Hanxun Huang, Xingjun Ma, Sarah M. Erfani, James Bailey
2021 J jnl
Neural Architecture Search via Combinatorial Multi-Armed Bandit.
CoRR
Hanxun Huang, Xingjun Ma, Sarah M. Erfani, James Bailey
2021 J jnl
On the Convergence and Robustness of Adversarial Training.
CoRR
Yisen Wang, Xingjun Ma, James Bailey, Jinfeng Yi, Bowen Zhou, Quanquan Gu
2021 B conf
Relationships Between Local Intrinsic Dimensionality and Tail Entropy.
SISAP
James Bailey, Michael E. Houle, Xingjun Ma
2021 J jnl
SLA-Based Profit Optimization Resource Scheduling for Big Data Analytics-as-a-Service Platforms in Cloud Computing Environments.
IEEE Trans. Cloud Comput.
Yali Zhao, Rodrigo N. Calheiros, Graeme Gange, James Bailey, Richard O. Sinnott
2021 J jnl
Semantic-Preserving Adversarial Text Attacks.
CoRR
Xinghao Yang, Weifeng Liu, James Bailey, Tianqing Zhu, Dacheng Tao, Wei Liu
2021 J jnl
Understanding adversarial attacks on deep learning based medical image analysis systems.
Pattern Recognit.
Xingjun Ma, Yuhao Niu, Lin Gu, Yisen Wang, Yitian Zhao, James Bailey, Feng Lu
2021 A* conf
Unlearnable Examples: Making Personal Data Unexploitable.
ICLR
Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang
2021 J jnl
Unlearnable Examples: Making Personal Data Unexploitable.
CoRR
Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang
2021 J jnl
What Do Deep Nets Learn? Class-wise Patterns Revealed in the Input Space.
CoRR
Shihao Zhao, Xingjun Ma, Yisen Wang, James Bailey, Bo Li, Yu-Gang Jiang
2020 A* conf
Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles.
CVPR
Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin, Yun Yang
2020 J jnl
Adversarial Camouflage: Hiding Physical-World Attacks with Natural Styles.
CoRR
Ranjie Duan, Xingjun Ma, Yisen Wang, James Bailey, A. K. Qin, Yun Yang
2020 — conf
Analysis of Task Difficulty Sequences in a Simulation-Based POE Environment.
AIED (1)
Sadia Nawaz, Namrata Srivastava, Ji Hyun Yu, Ryan S. Baker, Gregor E. Kennedy, James Bailey
2020 A* conf
Clean-Label Backdoor Attacks on Video Recognition Models.
CVPR
Shihao Zhao, Xingjun Ma, Xiang Zheng, James Bailey, Jingjing Chen, Yu-Gang Jiang
2020 J jnl
Clean-Label Backdoor Attacks on Video Recognition Models.
CoRR
Shihao Zhao, Xingjun Ma, Xiang Zheng, James Bailey, Jingjing Chen, Yu-Gang Jiang
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 J jnl
Exploiting patterns to explain individual predictions.
Knowl. Inf. Syst.
Yunzhe Jia, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, Xingjun Ma
2020 A conf
Exploring the usage of thermal imaging for understanding video lecture designs and students' experiences.
LAK
Namrata Srivastava, Sadia Nawaz, Jason M. Lodge, Eduardo Velloso, Sarah M. Erfani, James Bailey
2020 J jnl
Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness.
CoRR
Linxi Jiang, Xingjun Ma, Zejia Weng, James Bailey, Yu-Gang Jiang
2020 A* conf
Improving Adversarial Robustness Requires Revisiting Misclassified Examples.
ICLR
Yisen Wang, Difan Zou, Jinfeng Yi, James Bailey, Xingjun Ma, Quanquan Gu
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 J jnl
Moments of Confusion in Simulation-Based Learning Environments.
J. Learn. Anal.
Sadia Nawaz, Gregor E. Kennedy, James Bailey, Chris Mead
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 A* conf
Normalized Loss Functions for Deep Learning with Noisy Labels.
ICML
Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey
2020 J jnl
Normalized Loss Functions for Deep Learning with Noisy Labels.
CoRR
Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey
2020 J jnl
PRESS: A personalised approach for mining top-k groups of objects with subspace similarity.
Data Knowl. Eng.
Tahrima Hashem, Lida Rashidi, Lars Kulik, James Bailey
2020 A conf
Prediction of students' assessment readiness in online learning environments: the sequence matters.
LAK
Donia Malekian, James Bailey, Gregor E. Kennedy
2020 J jnl
Privacy- and Context-aware Release of Trajectory Data.
ACM Trans. Spatial Algorithms Syst.
Elham Naghizade, Lars Kulik, Egemen Tanin, James Bailey
2020 — conf
Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks.
ECCV (10)
Yunfei Liu, Xingjun Ma, James Bailey, Feng Lu
2020 J jnl
Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks.
CoRR
Yunfei Liu, Xingjun Ma, James Bailey, Feng Lu
2020 A* conf
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets.
ICLR
Dongxian Wu, Yisen Wang, Shu-Tao Xia, James Bailey, Xingjun Ma
2020 J jnl
Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets.
CoRR
Dongxian Wu, Yisen Wang, Shu-Tao Xia, James Bailey, Xingjun Ma
2020 J jnl
The importance and meaning of session behaviour in a MOOC.
Comput. Educ.
Paula G. de Barba, Donia Malekian, Eduardo Araujo Oliveira, James Bailey, Tracii Ryan, Gregor E. Kennedy
2020 — conf
Transfer of Automated Performance Feedback Models to Different Specimens in Virtual Reality Temporal Bone Surgery.
AIED (1)
Jesslyn Lamtara, Nathan Hanegbi, Benjamin Talks, Sudanthi N. R. Wijewickrema, Xingjun Ma, Patorn Piromchai, James Bailey, Stephen J. O'Leary
2020 J jnl
Using voice note-taking to promote learners' conceptual understanding.
CoRR
Anam Ahmad Khan, Sadia Nawaz, Joshua Newn, Jason M. Lodge, James Bailey, Eduardo Velloso
2019 — ed.
AI 2019: Advances in Artificial Intelligence - 32nd Australasian Joint Conference, Adelaide, SA, Australia, December 2-5, 2019, Proceedings
Australasian Conference on Artificial Intelligence
Jixue Liu, James Bailey
2019 B conf
An Investigation into Prediction + Optimisation for the Knapsack Problem.
CPAIOR
Emir Demirovic, Peter J. Stuckey, James Bailey, Jeffrey Chan, Chris Leckie, Kotagiri Ramamohanarao, Tias Guns
2019 J jnl
An effective and versatile distance measure for spatiotemporal trajectories.
Data Min. Knowl. Discov.
Somayeh Naderivesal, Lars Kulik, James Bailey
2019 A* conf
Black-box Adversarial Attacks on Video Recognition Models.
ACM Multimedia
Linxi Jiang, Xingjun Ma, Shaoxiang Chen, James Bailey, Yu-Gang Jiang
2019 J jnl
Black-box Adversarial Attacks on Video Recognition Models.
CoRR
Linxi Jiang, Xingjun Ma, Shaoxiang Chen, James Bailey, Yu-Gang Jiang
2019 B conf
Characterising Students' Writing Processes Using Temporal Keystroke Analysis.
EDM
Donia Malekian, James Bailey, Gregor E. Kennedy, Paula G. de Barba, Sadia Nawaz
2019 B conf
Characteristics of Local Intrinsic Dimensionality (LID) in Subspaces: Local Neighbourhood Analysis.
SISAP
Tahrima Hashem, Lida Rashidi, James Bailey, Lars Kulik
2019 J jnl
Classifying Attention Types with Thermal Imaging and Eye Tracking.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yomna Abdelrahman, Anam Ahmad Khan, Joshua Newn, Eduardo Velloso, Sherine Ashraf Safwat, James Bailey, Andreas Bulling, Frank Vetere, Albrecht Schmidt
2019 A* conf
Continuous Evaluation of Video Lectures from Real-Time Difficulty Self-Report.
CHI
Namrata Srivastava, Eduardo Velloso, Jason M. Lodge, Sarah M. Erfani, James Bailey
2019 J jnl
FCC-GAN: A Fully Connected and Convolutional Net Architecture for GANs.
CoRR
Sukarna Barua, Sarah Monazam Erfani, James Bailey
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 A* conf
On the Convergence and Robustness of Adversarial Training.
ICML
Yisen Wang, Xingjun Ma, James Bailey, Jinfeng Yi, Bowen Zhou, Quanquan Gu
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 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 A conf
Profit Maximization and Time Minimization Admission Control and Resource Scheduling for Cloud-Based Big Data Analytics-as-a-Service Platforms.
ICWS
Yali Zhao, Rodrigo N. Calheiros, Athanasios V. Vasilakos, James Bailey, Richard O. Sinnott
2019 — conf
Profit Optimization for Splitting and Sampling Based Resource Management in Big Data Analytics-as-a-Service Platforms in Cloud Computing Environments.
eScience
Yali Zhao, Athanasios V. Vasilakos, James Bailey, Richard O. Sinnott
2019 J jnl
Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality.
CoRR
Sukarna Barua, Xingjun Ma, Sarah Monazam Erfani, Michael E. Houle, James Bailey
2019 B conf
SLA-Aware and Deadline Constrained Profit Optimization for Cloud Resource Management in Big Data Analytics-as-a-Service Platforms.
CLOUD
Yali Zhao, Rodrigo N. Calheiros, Athanasios V. Vasilakos, James Bailey, Richard O. Sinnott
2019 A* conf
Symmetric Cross Entropy for Robust Learning With Noisy Labels.
ICCV
Yisen Wang, Xingjun Ma, Zaiyi Chen, Yuan Luo, Jinfeng Yi, James Bailey
2019 J jnl
Symmetric Cross Entropy for Robust Learning with Noisy Labels.
CoRR
Yisen Wang, Xingjun Ma, Zaiyi Chen, Yuan Luo, Jinfeng Yi, James Bailey
2019 A* conf
SynthNet: Learning to Synthesize Music End-to-End.
IJCAI
Florin Schimbinschi, Christian Walder, Sarah M. Erfani, James Bailey
2019 — conf
The Importance of Automated Real-Time Performance Feedback in Virtual Reality Temporal Bone Surgery Training.
AIED (1)
Myles Davaris, Sudanthi N. R. Wijewickrema, Yun Zhou, Patorn Piromchai, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2019 J jnl
Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems.
CoRR
Xingjun Ma, Yuhao Niu, Lin Gu, Yisen Wang, Yitian Zhao, James Bailey, Feng Lu
2018 B conf
An Automated Matrix Profile for Mining Consecutive Repeats in Time Series.
PRICAI
Mahtab Mirmomeni, Yousef Kowsar, Lars Kulik, James Bailey
2018 — conf
Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality.
ICLR
Xingjun Ma, Bo Li, Yisen Wang, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Grant Schoenebeck, Dawn Song, Michael E. Houle, James Bailey
2018 J jnl
Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality.
CoRR
Xingjun Ma, Bo Li, Yisen Wang, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Michael E. Houle, Grant Schoenebeck, Dawn Song, James Bailey
2018 B conf
Development and Validation of a Virtual Reality Tutor to Teach Clinically Oriented Surgical Anatomy of the Ear.
CBMS
Sudanthi N. R. Wijewickrema, Bridget Copson, Xingjun Ma, Robert Briggs, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2018 A* conf
Dimensionality-Driven Learning with Noisy Labels.
ICML
Xingjun Ma, Yisen Wang, Michael E. Houle, Shuo Zhou, Sarah M. Erfani, Shu-Tao Xia, Sudanthi N. R. Wijewickrema, James Bailey
2018 J jnl
Dimensionality-Driven Learning with Noisy Labels.
CoRR
Xingjun Ma, Yisen Wang, Michael E. Houle, Shuo Zhou, Sarah M. Erfani, Shu-Tao Xia, Sudanthi N. R. Wijewickrema, James Bailey
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 A* conf
Iterative Learning With Open-Set Noisy Labels.
CVPR
Yisen Wang, Weiyang Liu, Xingjun Ma, James Bailey, Hongyuan Zha, Le Song, Shu-Tao Xia
2018 J jnl
Iterative Learning with Open-set Noisy Labels.
CoRR
Yisen Wang, Weiyang Liu, Xingjun Ma, James Bailey, Hongyuan Zha, Le Song, Shu-Tao Xia
2018 A* conf
Lagrangian Constrained Community Detection.
AAAI
Mohadeseh Ganji, James Bailey, Peter J. Stuckey
2018 A conf
Learning Deep Hidden Nonlinear Dynamics from Aggregate Data.
UAI
Yisen Wang, Bo Dai, Lingkai Kong, Sarah Monazam Erfani, James Bailey, Hongyuan Zha
2018 J jnl
Learning Deep Hidden Nonlinear Dynamics from Aggregate Data.
CoRR
Yisen Wang, Bo Dai, Lingkai Kong, Sarah Monazam Erfani, James Bailey, Hongyuan Zha
2018 A* conf
Online CP Decomposition for Sparse Tensors.
ICDM
Shuo Zhou, Sarah M. Erfani, James Bailey
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
Providing Automated Real-Time Technical Feedback for Virtual Reality Based Surgical Training: Is the Simpler the Better?
AIED (1)
Sudanthi N. R. Wijewickrema, Xingjun Ma, Patorn Piromchai, Robert Briggs, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2018 — ch.
Semantic Web Query Languages.
Encyclopedia of Database Systems (2nd ed.)
James Bailey, François Bry, Tim Furche, Sebastian Schaffert
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 J jnl
The randomized information coefficient: assessing dependencies in noisy data.
Mach. Learn.
Simone Romano, Xuan Vinh Nguyen, Karin Verspoor, James Bailey
2017 A conf
A Declarative Approach to Constrained Community Detection.
CP
Mohadeseh Ganji, James Bailey, Peter J. Stuckey
2017 C conf
A Fast and Accurate Index Structure for Spatiotemporal Trajectories.
MobiQuitous
Somayeh Naderivesal, Lars Kulik, James Bailey
2017 A* conf
Adversarial Generation of Real-time Feedback with Neural Networks for Simulation-based Training.
IJCAI
Xingjun Ma, Sudanthi N. R. Wijewickrema, Shuo Zhou, Yun Zhou, Zakaria Mhammedi, Stephen J. O'Leary, James Bailey
2017 B conf
Challenges of Differentially Private Release of Data Under an Open-world Assumption.
SSDBM
Elham Naghizade, James Bailey, Lars Kulik, Egemen Tanin
2017 — conf
Clustering Aided Support Vector Machines.
MLDM
Goce Ristanoski, Rahul Soni, Sutharshan Rajasegarar, James Bailey, Christopher Leckie
2017 B conf
Design and Evaluation of a Virtual Reality Simulation Module for Training Advanced Temporal Bone Surgery.
CBMS
Sudanthi N. R. Wijewickrema, Bridget Copson, Yun Zhou, Xingjun Ma, Robert Briggs, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2017 A* conf
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections.
ICML
Zakaria Mhammedi, Andrew D. Hellicar, Ashfaqur Rahman, James Bailey
2017 J jnl
Extending Information-Theoretic Validity Indices for Fuzzy Clustering.
IEEE Trans. Fuzzy Syst.
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
2017 J jnl
Extracting Real-time Feedback with Neural Networks for Simulation-based Learning.
CoRR
Xingjun Ma, James Bailey, Sudanthi N. R. Wijewickrema, Shuo Zhou, Zakaria Mhammedi, Yun Zhou, Stephen J. O'Leary
2017 J jnl
Feedback Techniques in Computer-Based Simulation Training: A Survey.
CoRR
Sudanthi N. R. Wijewickrema, Xingjun Ma, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2017 J jnl
Finding Influentials in Twitter: A Temporal Influence Ranking Model.
CoRR
Xingjun Ma, Chunping Li, James Bailey, Sudanthi N. R. Wijewickrema
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 J jnl
Ground truth bias in external cluster validity indices.
Pattern Recognit.
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2017 — conf
Providing Effective Real-Time Feedback in Simulation-Based Surgical Training.
MICCAI (2)
Xingjun Ma, Sudanthi N. R. Wijewickrema, Yun Zhou, Shuo Zhou, Stephen J. O'Leary, James Bailey
2017 J jnl
Providing Effective Real-time Feedback in Simulation-based Surgical Training.
CoRR
Xingjun Ma, Sudanthi N. R. Wijewickrema, Yun Zhou, Shuo Zhou, Stephen J. O'Leary, James Bailey
2017 A* conf
SCED: A General Framework for Sparse Tensor Decomposition with Constraints and Elementwise Dynamic Learning.
ICDM
Shuo Zhou, Sarah M. Erfani, James Bailey
2017 B conf
Simulation for Training Cochlear Implant Electrode Insertion.
CBMS
Xingjun Ma, Sudanthi N. R. Wijewickrema, Yun Zhou, Bridget Copson, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2017 — conf
The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality.
WIFS
Laurent Amsaleg, James Bailey, Dominique Barbe, Sarah M. Erfani, Michael E. Houle, Vinh Nguyen, Milos Radovanovic
2017 J jnl
Topology-regularized universal vector autoregression for traffic forecasting in large urban areas.
Expert Syst. Appl.
Florin Schimbinschi, Luís Moreira-Matias, Xuan Vinh Nguyen, James Bailey
2017 A* conf
Unbiased Multivariate Correlation Analysis.
AAAI
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia
2017 C conf
Using a Traffic Light System to Provide Feedback to IS Masters Students.
ICIS
Reeva Lederman, Dora Constantinidis, Tanya Linden, Linda Corrin, Jon M. Pearce, Wally Smith, James Bailey
2017 J jnl
rFILTA: relevant and nonredundant view discovery from collections of clusterings via filtering and ranking.
Knowl. Inf. Syst.
Yang Lei, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2016 A conf
A Framework to Adjust Dependency Measure Estimates for Chance.
SDM
Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor
2016 A* conf
Accelerating Online CP Decompositions for Higher Order Tensors.
KDD
Shuo Zhou, Xuan Vinh Nguyen, James Bailey, Yunzhe Jia, Ian Davidson
2016 J jnl
Adjusting for Chance Clustering Comparison Measures.
J. Mach. Learn. Res.
Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor
2016 — ed.
Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part I
PAKDD
James Bailey, Latifur Khan, Takashi Washio, Gillian Dobbie, Joshua Zhexue Huang, Ruili Wang
2016 — ed.
Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part II
PAKDD (2)
James Bailey, Latifur Khan, Takashi Washio, Gillian Dobbie, Joshua Zhexue Huang, Ruili Wang
2016 J jnl
Can high-order dependencies improve mutual information based feature selection?
Pattern Recognit.
Xuan Vinh Nguyen, Shuo Zhou, Jeffrey Chan, James Bailey
2016 J jnl
Data science in Asia (for PAKDD 2016).
Int. J. Data Sci. Anal.
James Bailey, Latifur Khan, Takashi Washio
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 J jnl
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections.
CoRR
Zakaria Mhammedi, Andrew D. Hellicar, Ashfaqur Rahman, James Bailey
2016 J jnl
Efficient discovery of contrast subspaces for object explanation and characterization.
Knowl. Inf. Syst.
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Xuan Vinh Nguyen, Akiko Campbell, Changjie Tang
2016 J jnl
Ground Truth Bias in External Cluster Validity Indices.
CoRR
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2016 A conf
Lagrangian Constrained Clustering.
SDM
Mohadeseh Ganji, James Bailey, Peter J. Stuckey
2016 A* conf
MOOCs Meet Measurement Theory: A Topic-Modelling Approach.
AAAI
Jiazhen He, Benjamin I. P. Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, Jeffrey Chan
2016 B conf
Measuring dependency via intrinsic dimensionality.
ICPR
Simone Romano, Oussama Chelly, Vinh Nguyen, James Bailey, Michael E. Houle
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 B conf
Provision of automated step-by-step procedural guidance in virtual reality surgery simulation.
VRST
Sudanthi N. R. Wijewickrema, Yun Zhou, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
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 C conf
Real Time Autonomous Point of Interest Mining through Ambient Smartphone Sensing.
MobiQuitous
Tanusri Bhattacharya, Lars Kulik, James Bailey
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 — conf
SLA-based profit optimization for resource management of big data analytics-as-a-service platforms in cloud computing environments.
IEEE BigData
Yali Zhao, Rodrigo N. Calheiros, James Bailey, Richard O. Sinnott
2016 J jnl
SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors.
Pers. Ubiquitous Comput.
Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata, James Bailey, Lars Kulik, Yuxuan Li
2016 J jnl
TopicResponse: A Marriage of Topic Modelling and Rasch Modelling for Automatic Measurement in MOOCs.
CoRR
Jiazhen He, Rui Zhang, James Bailey, Benjamin I. P. Rubinstein, Sandra Milligan
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 A conf
Validity: a framework for cross-disciplinary collaboration in mining indicators of learning from MOOC forums.
LAK
Sandra Milligan, Jiazhen He, James Bailey, Rui Zhang, Benjamin I. P. Rubinstein
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 A conf
A Framework for Simplifying Trip Data into Networks via Coupled Matrix Factorization.
SDM
Chia-Tung Kuo, James Bailey, Ian Davidson
2015 J jnl
A framework to uncover multiple alternative clusterings.
Mach. Learn.
Xuan-Hong Dang, James Bailey
2015 — conf
Automated Segmentation of Surgical Motion for Performance Analysis and Feedback.
MICCAI (1)
Yun Zhou, Ioanna Ioannou, Sudanthi N. R. Wijewickrema, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2015 J jnl
Automatically recognizing places of interest from unreliable GPS data using spatio-temporal density estimation and line intersections.
Pervasive Mob. Comput.
Tanusri Bhattacharya, Lars Kulik, James Bailey
2015 — conf
Designing Intelligent Sleep Analysis Systems for Automated Contextual Exploration on Personal Sleep-Tracking Data.
JSAI-isAI Workshops
Zilu Liang, Wanyu Liu, Bernd Ploderer, James Bailey, Lars Kulik, Yuxuan Li
2015 B conf
Detection of Deception in the Mafia Party Game.
ICMI
Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie
2015 J jnl
Efficient mining of platoon patterns in trajectory databases.
Data Knowl. Eng.
Yuxuan Li, James Bailey, Lars Kulik
2015 J jnl
Enriched spatial comparison of clusterings through discovery of deviating subspaces.
Mach. Learn.
Eric Bae, James Bailey
2015 — conf
Generalized Modularity for Community Detection.
ECML/PKDD (2)
Mohadeseh Ganji, Abbas Seifi, Hosein Alizadeh, James Bailey, Peter J. Stuckey
2015 Misc conf
How private can i be among public users?
UbiComp
Elham Naghizade, James Bailey, Lars Kulik, Egemen Tanin
2015 A* conf
Identifying At-Risk Students in Massive Open Online Courses.
AAAI
Jiazhen He, James Bailey, Benjamin I. P. Rubinstein, Rui Zhang
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
MOOCs Meet Measurement Theory: A Topic-Modelling Approach.
CoRR
Jiazhen He, Benjamin I. P. Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, Jeffrey Chan
2015 J jnl
Mining multidimensional contextual outliers from categorical relational data.
Intell. Data Anal.
Guanting Tang, Jian Pei, James Bailey, Guozhu Dong
2015 J jnl
Mining outlying aspects on numeric data.
Data Min. Knowl. Discov.
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Akiko Campbell, Changjie Tang
2015 A ed.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015
CIKM
James Bailey, Alistair Moffat, Charu C. Aggarwal, Maarten de Rijke, Ravi Kumar, Vanessa Murdock, Timos K. Sellis, Jeffrey Xu Yu
2015 J jnl
Ranking cell tracking systems without manual validation.
Pattern Recognit. Lett.
Andrey Kan, John Markham, Rajib Chakravorty, James Bailey, Christopher Leckie
2015 B conf
Region-Specific Automated Feedback in Temporal Bone Surgery Simulation.
CBMS
Sudanthi N. R. Wijewickrema, Ioanna Ioannou, Yun Zhou, Patorn Piromchai, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
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
2015 — conf
Trajectory inference for mobile devices using connected cell towers.
SIGSPATIAL/GIS
Kushani Perera, Tanusri Bhattacharya, Lars Kulik, James Bailey
2014 — conf
A Temporal Bone Surgery Simulator with Real-Time Feedback for Surgical Training.
MMVR
Sudanthi N. R. Wijewickrema, Ioanna Ioannou, Yun Zhou, Patorn Piromchai, James Bailey, Gregor E. Kennedy, Stephen J. O'Leary
2014 B conf
A context-aware do-not-disturb service for mobile devices.
MUM
Yujue Qin, Tanusri Bhattacharya, Lars Kulik, James Bailey
2014 A* conf
Effective global approaches for mutual information based feature selection.
KDD
Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey
2014 A conf
Efficient Matching of Substrings in Uncertain Sequences.
SDM
Yuxuan Li, James Bailey, Lars Kulik, Jian Pei
2014 — conf
Exploiting Transitive Similarity and Temporal Dynamics for Similarity Search in Heterogeneous Information Networks.
DASFAA (2)
Jiazhen He, James Bailey, Rui Zhang
2014 — conf
FILTA: Better View Discovery from Collections of Clusterings via Filtering.
ECML/PKDD (2)
Yang Lei, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2014 C conf
Generalized information theoretic cluster validity indices for soft clusterings.
CIDM
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
2014 J jnl
Generating multiple alternative clusterings via globally optimal subspaces.
Data Min. Knowl. Discov.
Xuan-Hong Dang, James Bailey
2014 B conf
Improved Feature Transformations for Classification Using Density Estimation.
PRICAI
Yamuna Kankanige, James Bailey
2014 B conf
Is this you?: identifying a mobile user using only diagnostic features.
MUM
Anthony Quattrone, Tanusri Bhattacharya, Lars Kulik, Egemen Tanin, James Bailey
2014 — conf
Mining Contrast Subspaces.
PAKDD (1)
Lei Duan, Guanting Tang, Jian Pei, James Bailey, Guozhu Dong, Akiko Campbell, Changjie Tang
2014 A* conf
Reconsidering Mutual Information Based Feature Selection: A Statistical Significance View.
AAAI
Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2014 A* conf
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance.
ICML
Simone Romano, James Bailey, Xuan Vinh Nguyen, Karin Verspoor
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 B conf
Transfer Learning of a Temporal Bone Performance Model via Anatomical Feature Registration.
ICPR
Yun Zhou, Ioanna Ioannou, Sudanthi N. R. Wijewickrema, James Bailey, Patorn Piromchai, Gregor E. Kennedy, Stephen J. O'Leary
2014 — ed.
Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers
PAKDD Workshops
Wen-Chih Peng, Haixun Wang, James Bailey, Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen
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 time decoupling approach for studying forum dynamics.
World Wide Web
Andrey Kan, Jeffrey Chan, Conor Hayes, Bernie Hogan, James Bailey, Christopher Leckie
2013 A* conf
A time-dependent enhanced support vector machine for time series regression.
KDD
Goce Ristanoski, Wei Liu, James Bailey
2013 — ch.
Alternative Clustering Analysis: A Review.
Data Clustering: Algorithms and Applications
James Bailey
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 J jnl
Comments on supervised feature selection by clustering using conditional mutual information-based distances.
Pattern Recognit.
Xuan Vinh Nguyen, James Bailey
2013 — conf
Constructive Real Time Feedback for a Temporal Bone Simulator.
MICCAI (3)
Yun Zhou, James Bailey, Ioanna Ioannou, Sudanthi N. R. Wijewickrema, Gregor E. Kennedy, Stephen J. O'Leary
2013 — book
Contrast Data Mining: Concepts, Algorithms, and Applications
Guozhu Dong, James Bailey
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 J jnl
Discovery and analysis of consistent active sub-networks in cancers.
BMC Bioinform.
Raj K. Gaire, Lorey Smith, Patrick Humbert, James Bailey, Peter J. Stuckey, Izhak Haviv
2013 A conf
Discrimination aware classification for imbalanced datasets.
CIKM
Goce Ristanoski, Wei Liu, James Bailey
2013 J jnl
Measures for ranking cell trackers without manual validation.
Pattern Recognit.
Andrey Kan, Christopher Leckie, James Bailey, John Markham, Rajib Chakravorty
2013 — ch.
Mining Emerging Patterns Using Tree Structures or Tree Based Searches.
Contrast Data Mining
James Bailey, Kotagiri Ramamohanarao
2013 — ch.
Mining Emerging Patterns Using Zero-Suppressed Binary Decision Diagrams.
Contrast Data Mining
James Bailey, Elsa Loekito
2013 — ch.
Mining Emerging Patterns from Structured Data.
Contrast Data Mining
James Bailey
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 A* conf
Mining Probabilistic Frequent Spatio-Temporal Sequential Patterns with Gap Constraints from Uncertain Databases.
ICDM
Yuxuan Li, James Bailey, Lars Kulik, Jian Pei
2013 B conf
Mining multidimensional contextual outliers from categorical relational data.
SSDBM
Guanting Tang, James Bailey, Jian Pei, Guozhu Dong
2013 B conf
Pattern-based real-time feedback for a temporal bone simulator.
VRST
Yun Zhou, James Bailey, Ioanna Ioannou, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Gregor E. Kennedy
2013 — ch.
Statistical Measures for Contrast Patterns.
Contrast Data Mining
James Bailey
2013 — conf
Time Series Forecasting Using Distribution Enhanced Linear Regression.
PAKDD (1)
Goce Ristanoski, Wei Liu, James Bailey
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 — ed.
Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 - June 1, 2012, Proceedings, Part II
PAKDD (2)
Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey
2012 — ed.
Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I
PAKDD (1)
Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey
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 J jnl
Computer-Aided Diagnosis of Melanoma Using Border- and Wavelet-Based Texture Analysis.
IEEE Trans. Inf. Technol. Biomed.
Rahil Garnavi, Mohammad Aldeen, James Bailey
2012 — conf
Extracting significant places from mobile user GPS trajectories: a bearing change based approach.
SIGSPATIAL/GIS
Tanusri Bhattacharya, Lars Kulik, James Bailey
2012 — conf
Multiple Clustering Views via Constrained Projections.
MultiClust@SDM
Xuan-Hong Dang, Ira Assent, James Bailey
2012 — ed.
New Frontiers in Applied Data Mining - PAKDD 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers
PAKDD Workshops
Longbing Cao, Joshua Zhexue Huang, James Bailey, Yun Sing Koh, Jun Luo
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 B conf
Sentiment Analysis by Augmenting Expectation Maximisation with Lexical Knowledge.
WISE
Xiuzhen Zhang, Yun Zhou, James Bailey, 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
Distribution Based Data Filtering for Financial Time Series Forecasting.
Australasian Conference on Artificial Intelligence
Goce Ristanoski, James Bailey
2011 J jnl
Improving MeSH classification of biomedical articles using citation contexts.
J. Biomed. Informatics
Bader Aljaber, David Martínez, Nicola Stokes, James Bailey
2011 — conf
Overview of Contrast Data Mining as a Field and Preview of an Upcoming Book.
ICDM Workshops
Guozhu Dong, James Bailey
2010 — conf
A Novel Scalable Multi-class ROC for Effective Visualization and Computation.
PAKDD (1)
Md. Rafiul Hassan, Kotagiri Ramamohanarao, Chandan K. Karmakar, M. Maruf Hossain, James Bailey
2010 J jnl
A binary decision diagram based approach for mining frequent subsequences.
Knowl. Inf. Syst.
Elsa Loekito, James Bailey, Jian Pei
2010 J jnl
A clustering comparison measure using density profiles and its application to the discovery of alternate clusterings.
Data Min. Knowl. Discov.
Eric Bae, James Bailey, Guozhu Dong
2010 J jnl
A fast indexing approach for protein structure comparison.
BMC Bioinform.
Lei Zhang, James Bailey, Arun Siddharth Konagurthu, Kotagiri Ramamohanarao
2010 A* conf
A hierarchical information theoretic technique for the discovery of non linear alternative clusterings.
KDD
Xuan-Hong Dang, James Bailey
2010 Misc conf
Classification of Melanoma Lesions Using Wavelet-Based Texture Analysis.
DICTA
Rahil Garnavi, Mohammad Aldeen, James Bailey
2010 J jnl
Classifying proteins using gapped Markov feature pairs.
Neurocomputing
Xiaonan Ji, James Bailey, Kotagiri Ramamohanarao
2010 J jnl
Document clustering of scientific texts using citation contexts.
Inf. Retr.
Bader Aljaber, Nicola Stokes, James Bailey, Jian Pei
2010 J jnl
Efficient incremental mining of contrast patterns in changing data.
Inf. Process. Lett.
James Bailey, Elsa Loekito
2010 J jnl
Enhancing the B
Inf. Process. Lett.
Cui Yu, James Bailey, Julian Montefusco, Rui Zhang, Jiling Zhong
2010 A conf
Generation of Alternative Clusterings Using the CAMI Approach.
SDM
Xuan-Hong Dang, James Bailey
2010 J jnl
Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance.
J. Mach. Learn. Res.
Xuan Vinh Nguyen, Julien Epps, James Bailey
2010 J jnl
Logical queries over views: Decidability and expressiveness.
ACM Trans. Comput. Log.
James Bailey, Guozhu Dong, Anthony Widjaja To
2010 J jnl
MIRAGAA - a methodology for finding coordinated effects of microRNA expression changes and genome aberrations in cancer.
Bioinform.
Raj K. Gaire, James Bailey, Jennifer Bearfoot, Ian G. Campbell, Peter J. Stuckey, Izhak Haviv
2010 A* conf
Mining distribution change in stock order streams.
ICDE
Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Rui Zhang, James Bailey, Kotagiri Ramamohanarao
2010 J jnl
Using Gene Ontology annotations in exploratory microarray clustering to understand cancer etiology.
Pattern Recognit. Lett.
Geoff MacIntyre, James Bailey, Daniel Gustafsson, Izhak Haviv, Adam Kowalczyk
2010 J jnl
is-rSNP: a novel technique for
Bioinform.
Geoff MacIntyre, James Bailey, Izhak Haviv, Adam Kowalczyk
2010 J jnl
is-rSNP: a novel technique for in silico regulatory SNP detection.
BMC Bioinform.
Geoff MacIntyre, James Bailey, Izhak Haviv, Adam Kowalczyk
2009 — ch.
A Framework for Goal-Based Semantic Compensation in Agent Systems.
Safety and Security in Multiagent Systems
Amy Unruh, James Bailey, Kotagiri Ramamohanarao
2009 Misc conf
A Query Based Approach for Mining Evolving Graphs.
AusDM
Andrey Kan, Jeffrey Chan, James Bailey, Christopher Leckie
2009 J jnl
A voting approach to identify a small number of highly predictive genes using multiple classifiers.
BMC Bioinform.
Md. Rafiul Hassan, M. Maruf Hossain, James Bailey, Geoff MacIntyre, Joshua Wing Kei Ho, Kotagiri Ramamohanarao
2009 J jnl
Building more robust multi-agent systems using a log-based approach.
Web Intell. Agent Syst.
Amy Unruh, James Bailey, Kotagiri Ramamohanarao
2009 A conf
Feature Weighted SVMs Using Receiver Operating Characteristics.
SDM
Shaoyi Zhang, M. Maruf Hossain, Md. Rafiul Hassan, James Bailey, Kotagiri Ramamohanarao
2009 A* conf
Information theoretic measures for clusterings comparison: is a correction for chance necessary?
ICML
Xuan Vinh Nguyen, Julien Epps, James Bailey
2009 — ch.
Semantic Web Query Languages.
Encyclopedia of Database Systems
James Bailey, François Bry, Tim Furche, Sebastian Schaffert
2009 B conf
Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?.
PAKDD
Elsa Loekito, James Bailey
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
2008 J jnl
Discovering correlated spatio-temporal changes in evolving graphs.
Knowl. Inf. Syst.
Jeffrey Chan, James Bailey, Christopher Leckie
2008 — conf
Gene Ontology Assisted Exploratory Microarray Clustering and Its Application to Cancer.
PRIB
Geoff MacIntyre, James Bailey, Daniel Gustafsson, Alex Boussioutas, Izhak Haviv, Adam Kowalczyk
2008 — conf
Improving k-Nearest Neighbour Classification with Distance Functions Based on Receiver Operating Characteristics.
ECML/PKDD (1)
Md. Rafiul Hassan, M. Maruf Hossain, James Bailey, Kotagiri Ramamohanarao
2008 J jnl
Logical Queries over Views: Decidability and Expressiveness
CoRR
James Bailey, Guozhu Dong, Anthony Widjaja To
2008 A conf
Mining influential attributes that capture class and group contrast behaviour.
CIKM
Elsa Loekito, James Bailey
2008 C conf
Mining, Ranking, and Using Acronym Patterns.
APWeb
Xiaonan Ji, Gu Xu, James Bailey, Hang Li
2008 A conf
ROC-tree: A Novel Decision Tree Induction Algorithm Based on Receiver Operating Characteristics to Classify Gene Expression Data.
SDM
M. Maruf Hossain, Md. Rafiul Hassan, James Bailey
2008 B ed.
Web Information Systems Engineering - WISE 2008, 9th International Conference, Auckland, New Zealand, September 1-3, 2008. Proceedings
WISE
James Bailey, David Maier, Klaus-Dieter Schewe, Bernhard Thalheim, Xiaoyang Sean Wang
2008 — conf
g-MARS: Protein Classification Using Gapped Markov Chains and Support Vector Machines.
PRIB
Xiaonan Ji, James Bailey, Kotagiri Ramamohanarao
2007 — conf
An Efficient Technique for Mining Approximately Frequent Substring Patterns.
ICDM Workshops
Xiaonan Ji, James Bailey
2007 Misc conf
Are Zero-suppressed Binary Decision Diagrams Good for Mining Frequent Patterns in High Dimensional Datasets?
AusDM
Elsa Loekito, James Bailey
2007 Misc ed.
Database Technologies 2007. Proceedings of the Eighteenth Australasian Database Conference, ADC 2007, Ballarat, Victoria, Australia, January 29 - February 2, 2007, Proceedings
ADC
James Bailey, Alan D. Fekete
2007 Misc conf
Merging Dynamic Functionality: Integration of XML Transformations.
APCCM
James Bailey, Ce Dong
2007 J jnl
Mining minimal distinguishing subsequence patterns with gap constraints.
Knowl. Inf. Syst.
Xiaonan Ji, James Bailey, Guozhu Dong
2006 A conf
A Framework for Integrating XML Transformations.
ER
Ce Dong, James Bailey
2006 — conf
A Logging-Based Approach for Building More Robust Multi-agent Systems.
IAT
Amy Unruh, James Bailey, Kotagiri Ramamohanarao
2006 A* conf
COALA: A Novel Approach for the Extraction of an Alternate Clustering of High Quality and High Dissimilarity.
ICDM
Eric Bae, James Bailey
2006 — conf
Clustering Similarity Comparison Using Density Profiles.
Australian Conference on Artificial Intelligence
Eric Bae, James Bailey, Guozhu Dong
2006 Misc ed.
Database Technologies 2006, Proceedings of the 17th Australasian Database Conference, ADC 2006, Hobart, Tasmania, Australia, January 16-19 2006
ADC
Gillian Dobbie, James Bailey
2006 — conf
Discovering and Summarising Regions of Correlated Spatio-Temporal Change in Evolving Graphs.
ICDM Workshops
Jeffrey Chan, James Bailey, Christopher Leckie
2006 A* conf
Fast mining of high dimensional expressive contrast patterns using zero-suppressed binary decision diagrams.
KDD
Elsa Loekito, James Bailey
2006 — conf
Mining Generalised Emerging Patterns.
Australian Conference on Artificial Intelligence
Xiaoyuan Qian, James Bailey, Christopher Leckie
2006 A conf
Mining Minimal Contrast Subgraph Patterns.
SDM
Roger Ming Hieng Ting, James Bailey
2006 — ed.
Principles and Practice of Semantic Web Reasoning, 4th International Workshop, PPSWR 2006, Budva, Montenegro, June 10-11, 2006, Revised Selected Papers
PPSWR
José Júlio Alferes, James Bailey, Wolfgang May, Uta Schwertel
2006 J jnl
XSLTGen: A System for Automatically Generating XML Transformations Via Semantic Mappings.
J. Data Semant.
Stella Waworuntu, James Bailey
2005 — conf
Composite event queries for reactivity on the web.
WWW (Special interest tracks and posters)
James Bailey, François Bry, Paula-Lavinia Patranjan
2005 C conf
Discovery of Minimal Unsatisfiable Subsets of Constraints Using Hitting Set Dualization.
PADL
James Bailey, Peter J. Stuckey
2005 — conf
Flavours of XChange, a Rule-Based Reactive Language for the (Semantic) Web.
RuleML
James Bailey, François Bry, Michael Eckert, Paula-Lavinia Patranjan
2005 A* conf
Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints.
ICDM
Xiaonan Ji, James Bailey, Guozhu Dong
2005 B conf
Optimization of XSLT by Compact Specialization and Combination.
WISE
Ce Dong, James Bailey
2005 — conf
Web and Semantic Web Query Languages: A Survey.
Reasoning Web
James Bailey, François Bry, Tim Furche, Sebastian Schaffert
2004 — ch.
An Event-Condition-Action Language for XML.
Web Dynamics
James Bailey, George Papamarkos, Alexandra Poulovassilis, Peter T. Wood
2004 — conf
Managing Semantic Compensation in a Multi-agent System.
CoopIS/DOA/ODBASE (1)
Amy Unruh, James Bailey, Kotagiri Ramamohanarao
2004 J jnl
On the decidability of the termination problem of active database systems.
Theor. Comput. Sci.
James Bailey, Guozhu Dong, Kotagiri Ramamohanarao
2004 B conf
Optimization of XML Transformations Using Template Specialization.
WISE
Ce Dong, James Bailey
2004 B conf
ParaDualMiner: An Efficient Parallel Implementation of the DualMiner Algorithm.
PAKDD
Roger Ming Hieng Ting, James Bailey, Kotagiri Ramamohanarao
2004 Misc conf
Static Analysis of XSLT Programs.
ADC
Ce Dong, James Bailey
2004 A conf
XSLTGen: A System for Automatically Generating XML Transformations via Semantic Mappings.
ER
Stella Waworuntu, James Bailey
2003 A* conf
A Fast Algorithm for Computing Hypergraph Transversals and its Application in Mining Emerging Patterns.
ICDM
James Bailey, Thomas Manoukian, Kotagiri Ramamohanarao
2003 — conf
Classification Using Constrained Emerging Patterns.
WAIM
James Bailey, Thomas Manoukian, Kotagiri Ramamohanarao
2003 B conf
CodeX: An Approach for Debugging XSLT Transformations.
WISE
Eric Bae, James Bailey
2003 — conf
Discovery of Emerging Patterns and Their Use in Classification.
Australian Conference on Artificial Intelligence
Kotagiri Ramamohanarao, James Bailey
2002 A* conf
An event-condition-action language for XML.
WWW
James Bailey, Alexandra Poulovassilis, Peter T. Wood
2002 J jnl
Analysis and optimisation of event-condition-action rules on XML.
Comput. Networks
James Bailey, Alexandra Poulovassilis, Peter T. Wood
2002 — conf
Fast Algorithms for Mining Emerging Patterns.
PKDD
James Bailey, Thomas Manoukian, Kotagiri Ramamohanarao
2001 — conf
Optimising Active Database Rules by Partial Evaluation and Abstract Interpretation.
DBPL
James Bailey, Alexandra Poulovassilis, Simon Courtenage
2001 B conf
Transaction Oriented Computational Models for Multi-Agent Systems.
ICTAI
Kotagiri Ramamohanarao, James Bailey, Paolo Busetta
2000 — conf
A Dynamic Approach to Termination Analysis for Active Database Rules.
Computational Logic
James Bailey, Alexandra Poulovassilis, Peter Newson
1999 J jnl
Abstract Interpretation for Termination Analysis in Functional Active Databases.
J. Intell. Inf. Syst.
James Bailey, Alexandra Poulovassilis
1999 — conf
An Abstract Interpretation Framework for Termination Analysis of Active Rules.
DBPL
James Bailey, Alexandra Poulovassilis
1999 A conf
Decidability of First-Order Logic Queries over Views.
ICDT
James Bailey, Guozhu Dong
1998 A* conf
Decidability and Undecidability Results for the Termination Problem of Active Database Rules.
PODS
James Bailey, Guozhu Dong, Kotagiri Ramamohanarao
1998 J jnl
Incremental View Maintenance By Base Relation Tagging in Distributed Databases.
Distributed Parallel Databases
James Bailey, Guozhu Dong, Mukesh K. Mohania, Xiaoyang Sean Wang
1997 A conf
Abstract Interpretation of Active Rules and its Use in Termination Analysis.
ICDT
James Bailey, Lobel Crnogorac, Kotagiri Ramamohanarao, Harald Søndergaard
1997 A conf
Structural Issues in Active Rule Systems.
ICDT
James Bailey, Guozhu Dong, Kotagiri Ramamohanarao
1995 — conf
Active Databases and Agent Systems - A Comparison.
Rules in Database Systems
James Bailey, Michael P. Georgeff, David B. Kemp, David Kinny, Kotagiri Ramamohanarao
1995 Misc conf
Issues in Active Databases.
Australasian Database Conference
James Bailey, Kotagiri Ramamohanarao