Yang Wang

According to our database, Yang Wang authored at least 158 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation.

Zhongwei Wan, Xin Liu, Benyou Wang, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang

ACM Trans. Inf. Syst., March, 2024

Knowledge-based Dual External Attention Network for peptide detectability prediction.

Xiaocai Zhang, Hui Peng, Tao Tang, Yuansheng Liu, Yang Wang, Jianjia Zhang

Knowl. Based Syst., 2024

Interpretable Transformer Hawkes Processes: Unveiling Complex Interactions in Social Networks.

Zizhuo Meng, Ke Wan, Yadong Huang, Zhidong Li, Yang Wang, Feng Zhou

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Task Consistent Prototype Learning for Incremental Few-Shot Semantic Segmentation.

Wenbo Xu, Yanan Wu, Haoran Jiang, Yang Wang, Qiang Wu, Jian Zhang

Proceedings of the Pattern Recognition - 27th International Conference, 2024

TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes.

Zizhuo Meng, Boyu Li, Xuhui Fan, Zhidong Li, Yang Wang, Fang Chen, Feng Zhou

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Self-Adaptive Predictive Passenger Flow Modeling for Large-Scale Railway Systems.

Boyu Li, Ting Guo, Ruimin Li, Yang Wang, Amir H. Gandomi, Fang Chen

IEEE Internet Things J., August, 2023

A cost-sensitive attention temporal convolutional network based on adaptive top-k differential evolution for imbalanced time-series classification.

Xiaocai Zhang, Hui Peng, Jianjia Zhang, Yang Wang

Expert Syst. Appl., March, 2023

Dynamic customer segmentation via hierarchical fragmentation-coagulation processes.

Ling Luo, Bin Li, Xuhui Fan, Yang Wang, Irena Koprinska, Fang Chen

Mach. Learn., January, 2023

Dataset-Driven Unsupervised Object Discovery for Region-Based Instance Image Retrieval.

Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Fang Chen

IEEE Trans. Pattern Anal. Mach. Intell., 2023

SGCCL: Siamese Graph Contrastive Consensus Learning for Personalized Recommendation.

Boyu Li, Ting Guo, Xingquan Zhu, Qian Li, Yang Wang, Fang Chen

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

ConGCN: Factorized Graph Convolutional Networks for Consensus Recommendation.

Boyu Li, Ting Guo, Xingquan Zhu, Yang Wang, Fang Chen

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Fair Representation Learning with Unreliable Labels.

Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding.

Yang Wang, Xueping Peng, Tao Shen, Allison Clarke, Clement Schlegel, Paul Martin, Guodong Long

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

Exploring Pairwise Relationships Adaptively From Linguistic Context in Image Captioning.

Zongjian Zhang, Qiang Wu, Yang Wang, Fang Chen

IEEE Trans. Multim., 2022

Affective Audio Annotation of Public Speeches with Convolutional Clustering Neural Network.

Jiahao Xu, Boyan Zhang, Zhiyong Wang, Yang Wang, Fang Chen, Junbin Gao, David Dagan Feng

IEEE Trans. Affect. Comput., 2022

Instance Image Retrieval by Learning Purely From Within the Dataset.

Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Peng Wang, Fang Chen

CoRR, 2022

De-biased Representation Learning for Fairness with Unreliable Labels.

Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen

CoRR, 2022

A Two-Stage Self-adaptive Model for Passenger Flow Prediction on Schedule-Based Railway System.

Boyu Li, Ting Guo, Ruimin Li, Yang Wang, Amir H. Gandomi, Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Domain Generalization by Learning and Removing Domain-specific Features.

Yu Ding, Lei Wang, Bin Liang, Shuming Liang, Yang Wang, Fang Chen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Machine Teaching-Based Efficient Labelling for Cross-unit Healthcare Data Modelling.

Yang Wang, Xueping Peng, Allison Clarke, Clement Schlegel, Jing Jiang

Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021

Joint Input and Output Space Learning for Multi-Label Image Classification.

Jiahao Xu, Hongda Tian, Zhiyong Wang, Yang Wang, Wenxiong Kang, Fang Chen

IEEE Trans. Multim., 2021

Efficient EM-variational inference for nonparametric Hawkes process.

Feng Zhou, Simon Luo, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen

Stat. Comput., 2021

Exploring region relationships implicitly: Image captioning with visual relationship attention.

Zongjian Zhang, Qiang Wu, Yang Wang, Fang Chen

Image Vis. Comput., 2021

Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction.

Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong

Int. J. Data Sci. Anal., 2021

A Multi-task Kernel Learning Algorithm for Survival Analysis.

Zizhuo Meng, Jie Xu, Zhidong Li, Yang Wang, Fang Chen, Zhiyong Wang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Weak Supervision Network Embedding for Constrained Graph Learning.

Ting Guo, Xingquan Zhu, Yang Wang, Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Adaptive Graph Co-Attention Networks for Traffic Forecasting.

Boyu Li, Ting Guo, Yang Wang, Amir H. Gandomi, Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Failure Prediction for Large-scale Water Pipe Networks Using GNN and Temporal Failure Series.

Shuming Liang, Zhidong Li, Bin Liang, Yu Ding, Yang Wang, Fang Chen

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Graph Compression Networks.

Ting Guo, Xingquan Zhu, Yang Wang, Fang Chen

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

A Green Pipeline for Out-of-Domain Public Sentiment Analysis.

Ming Xie, Jing Jiang, Tao Shen, Yang Wang, Leah Gerrard, Allison Clarke

Proceedings of the Advanced Data Mining and Applications - 17th International Conference, 2021

Bias-tolerant Fair Classification.

Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen

Proceedings of the Asian Conference on Machine Learning, 2021

2020

Fast multi-resolution segmentation for nonstationary Hawkes process using cumulants.

Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen

Int. J. Data Sci. Anal., 2020

Utilizing machine learning to prevent water main breaks by understanding pipeline failure drivers.

Dilusha Weeraddana, Bin Liang, Zhidong Li, Yang Wang, Fang Chen, Livia Bonazzi, Dean Phillips, Nitin Saxena

CoRR, 2020

Long-Term Pipeline Failure Prediction Using Nonparametric Survival Analysis.

Dilusha Weeraddana, Sudaraka Mallawaarachchi, Tharindu Warnakula, Zhidong Li, Yang Wang

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

FCP Filter: A Dynamic Clustering-Prediction Framework for Customer Behavior.

Yuanzhe Zhang, Ling Luo, Yang Wang, Zhiyong Wang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Correlation-Aware Next Basket Recommendation Using Graph Attention Networks.

Yuanzhe Zhang, Ling Luo, Jianjia Zhang, Qiang Lu, Yang Wang, Zhiyong Wang

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Simultaneous Customer Segmentation and Behavior Discovery.

Siqi Zhang, Ling Luo, Zhidong Li, Yang Wang, Fang Chen, Richard Xu

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis.

Sunny Verma, Jiwei Wang, Zhefeng Ge, Rujia Shen, Fan Jin, Yang Wang, Fang Chen, Wei Liu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

A Data Driven Approach for Leak Detection with Smart Sensors.

Bin Liang, Sunny Verma, Jie Xu, Shuming Liang, Zhidong Li, Yang Wang, Fang Chen

Proceedings of the 16th International Conference on Control, 2020

2019

High-Quality Image Captioning With Fine-Grained and Semantic-Guided Visual Attention.

Zongjian Zhang, Qiang Wu, Yang Wang, Fang Chen

IEEE Trans. Multim., 2019

Incremental commute time and its online applications.

Nguyen Lu Dang Khoa, Yang Wang, Sanjay Chawla

Pattern Recognit., 2019

Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation.

Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen

CoRR, 2019

Hawkes Process with Stochastic Triggering Kernel.

Feng Zhou, Yixuan Zhang, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Multitask Learning for Sparse Failure Prediction.

Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Online Data Fusion Using Incremental Tensor Learning.

Nguyen Lu Dang Khoa, Hongda Tian, Yang Wang, Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Recovering DTW Distance Between Noise Superposed NHPP.

Yongzhe Chang, Zhidong Li, Bang Zhang, Ling Luo, Arcot Sowmya, Yang Wang, Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Visual Relationship Attention for Image Captioning.

Zongjian Zhang, Yang Wang, Qiang Wu, Fang Chen

Proceedings of the International Joint Conference on Neural Networks, 2019

Discriminative Sample Generation for Deep Imbalanced Learning.

Ting Guo, Xingquan Zhu, Yang Wang, Fang Chen

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence.

Yongzhe Chang, Zhidong Li, Ling Luo, Simon Luo, Arcot Sowmya, Yang Wang, Fang Chen

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Predicting Water Quality for the Woronora Delivery Network with Sparse Samples.

Bin Liang, Dammika Vitanage, Corinna Doolan, Zhidong Li, Ronnie Taib, George Mathews, Yang Wang, Shiyang Lu, Fang Chen, Tin Hua, Andrew Peters

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Concept Drift Adaption for Online Anomaly Detection in Structural Health Monitoring.

Hongda Tian, Nguyen Lu Dang Khoa, Ali Anaissi, Yang Wang, Fang Chen

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Effects of Influence on User Trust in Predictive Decision Making.

Jianlong Zhou, Zhidong Li, Huaiwen Hu, Kun Yu, Fang Chen, Zelin Li, Yang Wang

Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Interactive Deep Metric Learning for Healthcare Cohort Discovery.

Yang Wang, Guodong Long, Xueping Peng, Allison Clarke, Robin Stevenson, Leah Gerrard

Proceedings of the Data Mining - 17th Australasian Conference, AusDM 2019, Adelaide, SA, 2019

Optimising Pump Scheduling for Water Distribution Networks.

Yanchang Zhao, Bin Liang, Yang Wang, Shaobo Dang, Ronnie Taib, Fang Chen, Tin Hua, Dammika Vitanage, Corinna Doolan

Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

2018

Water Pipe Failure Prediction: A Machine Learning Approach Enhanced By Domain Knowledge.

Bang Zhang, Ting Guo, Lelin Zhang, Peng Lin, Yang Wang, Jianlong Zhou, Fang Chen

Proceedings of the Human and Machine Learning, 2018

Domain Knowledge in Predictive Maintenance for Water Pipe Failures.

Zhidong Li, Yang Wang

Proceedings of the Human and Machine Learning, 2018

Structural Health Monitoring Using Machine Learning Techniques and Domain Knowledge Based Features.

Nguyen Lu Dang Khoa, Mehrisadat Makki Alamdari, Thierry Rakotoarivelo, Ali Anaissi, Yang Wang

Proceedings of the Human and Machine Learning, 2018

Adaptive Online One-Class Support Vector Machines with Applications in Structural Health Monitoring.

Ali Anaissi, Nguyen Lu Dang Khoa, Thierry Rakotoarivelo, Mehrisadat Makki Alamdari, Yang Wang

ACM Trans. Intell. Syst. Technol., 2018

Automated parameter tuning in one-class support vector machine: an application for damage detection.

Ali Anaissi, Nguyen Lu Dang Khoa, Yang Wang

Int. J. Data Sci. Anal., 2018

Fine-Grained and Semantic-Guided Visual Attention for Image Captioning.

Zongjian Zhang, Qiang Wu, Yang Wang, Fang Chen

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

A Refined MISD Algorithm Based on Gaussian Process Regression.

Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study.

Jianjia Zhang, Bin Li, Xuhui Fan, Yang Wang, Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Instance Image Retrieval by Aggregating Sample-based Discriminative Characteristics.

Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Fang Chen

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Simultaneous Urban Region Function Discovery and Popularity Estimation via an Infinite Urbanization Process Model.

Bang Zhang, Lelin Zhang, Ting Guo, Yang Wang, Fang Chen

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Size-Invariant Attention Accuracy Metric for Image Captioning with High-Resolution Residual Attention.

Zongjian Zhang, Qiang Wu, Yang Wang, Fang Chen

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

DualBoost: Handling Missing Values with Feature Weights and Weak Classifiers that Abstain.

Weihong Wang, Jie Xu, Yang Wang, Chen Cai, Fang Chen

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Long-Term RNN: Predicting Hazard Function for Proactive Maintenance of Water Mains.

Bin Liang, Zhidong Li, Yang Wang, Fang Chen

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Multimodal behavioral and physiological signals as indicators of cognitive load.

Jianlong Zhou, Kun Yu, Fang Chen, Yang Wang, Syed Z. Arshad

Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018

2017

Detecting Users' Cognitive Load by Galvanic Skin Response with Affective Interference.

Nargess Nourbakhsh, Fang Chen, Yang Wang, Rafael A. Calvo

ACM Trans. Interact. Intell. Syst., 2017

Wrapping practical problems into a machine learning framework: using water pipe failure prediction as a case study.

Jianlong Zhou, Jinjun Sun, Yang Wang, Fang Chen

Int. J. Intell. Syst. Technol. Appl., 2017

Adaptive One-Class Support Vector Machine for Damage Detection in Structural Health Monitoring.

Ali Anaissi, Nguyen Lu Dang Khoa, Samir Mustapha, Mehrisadat Makki Alamdari, Ali Braytee, Yang Wang, Fang Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Self-advised Incremental One-Class Support Vector Machines: An Application in Structural Health Monitoring.

Ali Anaissi, Nguyen Lu Dang Khoa, Thierry Rakotoarivelo, Mehri Makki Alamdari, Yang Wang

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Smart Infrastructure Maintenance Using Incremental Tensor Analysis: Extended Abstract.

Nguyen Lu Dang Khoa, Ali Anaissi, Yang Wang

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Unsupervised Matrix-valued Kernel Learning For One Class Classification.

Shaobo Dang, Xiongcai Cai, Yang Wang, Jianjia Zhang, Fang Chen

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Robust Multimodal Cognitive Load Measurement

Fang Chen, Jianlong Zhou, Yang Wang, Kun Yu, Syed Z. Arshad, Ahmad Khawaji, Dan Conway

Human-Computer Interaction Series, Springer, ISBN: 978-3-319-31700-7, 2016

Soft Hough Forest-ERTs: Generalized Hough Transform based object detection from soft-labelled training data.

Yingying Liu, Yang Wang, Arcot Sowmya, Fang Chen

Pattern Recognit., 2016

Making machine learning useable by revealing internal states update - a transparent approach.

Jianlong Zhou, M. Asif Khawaja, Zhidong Li, Jinjun Sun, Yang Wang, Fang Chen

Int. J. Comput. Sci. Eng., 2016

Robust Bayesian non-parametric dictionary learning with heterogeneous Gaussian noise.

Yi Wang, Bin Li, Yang Wang, Fang Chen, Bang Zhang, Zhidong Li

Comput. Vis. Image Underst., 2016

Stochastic Patching Process.

Xuhui Fan, Bin Li, Yi Wang, Yang Wang, Fang Chen

CoRR, 2016

A Hierarchical Beta Process Approach for Financial Time Series Trend Prediction.

Mojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang, Joe Lee

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016

Effective Local Metric Learning for Water Pipe Assessment.

Mojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang, Simon Fong

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Infinite Hidden Semi-Markov Modulated Interaction Point Process.

Peng Lin, Bang Zhang, Ting Guo, Yang Wang, Fang Chen

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Bayesian Optimization of Partition Layouts for Mondrian Processes.

Yi Wang, Bin Li, Xuhui Fan, Yang Wang, Fang Chen

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

On Structural Health Monitoring Using Tensor Analysis and Support Vector Machine with Artificial Negative Data.

Prasad Cheema, Nguyen Lu Dang Khoa, Mehrisadat Makki Alamdari, Wei Liu, Yang Wang, Fang Chen, Peter Runcie

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Interaction Point Processes via Infinite Branching Model.

Peng Lin, Bang Zhang, Ting Guo, Yang Wang, Fang Chen

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

The Ostomachion Process.

Xuhui Fan, Bin Li, Yi Wang, Yang Wang, Fang Chen

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

A Generic Service Framework for Stock Market Prediction.

Mojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang, Simon Fong

Proceedings of the IEEE International Conference on Services Computing, 2016

2015

Measurable Decision Making with GSR and Pupillary Analysis for Intelligent User Interface.

Jianlong Zhou, Jinjun Sun, Fang Chen, Yang Wang, Ronnie Taib, Ahmad Khawaji, Zhidong Li

ACM Trans. Comput. Hum. Interact., 2015

On Damage Identification in Civil Structures Using Tensor Analysis.

Nguyen Lu Dang Khoa, Bang Zhang, Yang Wang, Wei Liu, Fang Chen, Samir Mustapha, Peter Runcie

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Investigating User Confidence for Uncertainty Presentation in Predictive Decision Making.

Syed Z. Arshad, Jianlong Zhou, Constant Bridon, Fang Chen, Yang Wang

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction, 2015

Metadata Dependent Mondrian Processes.

Yi Wang, Bin Li, Yang Wang, Fang Chen

Proceedings of the 32nd International Conference on Machine Learning, 2015

Batch Mode Active Learning for Object Detection Based on Maximum Mean Discrepancy.

Yingying Liu, Yang Wang, Arcot Sowmya

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Data Driven Water Pipe Failure Prediction: A Bayesian Nonparametric Approach.

Peng Lin, Bang Zhang, Yi Wang, Zhidong Li, Bin Li, Yang Wang, Fang Chen

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Be Informed and Be Involved: Effects of Uncertainty and Correlation on User's Confidence in Decision Making.

Jianlong Zhou, Constant Bridon, Fang Chen, Ahmad Khawaji, Yang Wang

Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

Interactive Mouse Stream as Real-Time Indicator of User's Cognitive Load.

Syed Arshad, Yang Wang, Fang Chen

Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

A Generic Ranking Service on Scientific Datasets.

Mojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang

Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

2014

Multilabel Image Classification Via High-Order Label Correlation Driven Active Learning.

Bang Zhang, Yang Wang, Fang Chen

IEEE Trans. Image Process., 2014

Water pipe condition assessment: a hierarchical beta process approach for sparse incident data.

Zhidong Li, Bang Zhang, Yang Wang, Fang Chen, Ronnie Taib, Vicky Whiffin, Yi Wang

Mach. Learn., 2014

Shifting Hypergraphs by Probabilistic Voting.

Yang Wang, Xuemin Lin, Qing Zhang, Lin Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Stable Learning in Coding Space for Multi-class Decoding and Its Extension for Multi-class Hypothesis Transfer Learning.

Bang Zhang, Yi Wang, Yang Wang, Fang Chen

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

An Effective Integrated Method for Learning Big Imbalanced Data.

Mojgan Ghanavati, Raymond K. Wong, Fang Chen, Yang Wang, Chang-Shing Perng

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2013

Visual tracking by proto-objects.

Zhidong Li, Weihong Wang, Yang Wang, Fang Chen, Yi Wang

Pattern Recognit., 2013

Mutual information-based method for selecting informative feature sets.

Gunawan Herman, Bang Zhang, Yang Wang, Getian Ye, Fang Chen

Pattern Recognit., 2013

Adaptive Foreground and Shadow Detection inImage Sequences

Yang Wang, Tele Tan

CoRR, 2013

A Bayesian non-parametric viewpoint to visual tracking.

Yi Wang, Zhidong Li, Yang Wang, Fang Chen

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

A weakly supervised approach for object detection based on Soft-Label Boosting.

Weihong Wang, Yang Wang, Fang Chen, Arcot Sowmya

Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Analysing mouse activity for cognitive load detection.

Syed Arshad, Yang Wang, Fang Chen

Proceedings of the Augmentation, Application, Innovation, Collaboration, OzCHI '13, Adelaide, Australia - November 25, 2013

Indexing cognitive workload based on pupillary response under luminance and emotional changes.

Weihong Wang, Zhidong Li, Yang Wang, Fang Chen

Proceedings of the 18th International Conference on Intelligent User Interfaces, 2013

Integrating video cameras for ALINEA on-ramp queue length estimation.

John Laird, D. Glenn Geers, Yang Wang, Chun Tung Chou

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

GSR and Blink Features for Cognitive Load Classification.

Nargess Nourbakhsh, Yang Wang, Fang Chen

Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

The Effect of Stress on Cognitive Load Measurement.

Dan Conway, Ian Dick, Zhidong Li, Yang Wang, Fang Chen

Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

2012

Multimodal behavior and interaction as indicators of cognitive load.

Fang Chen, Natalie Ruiz, Eric H. C. Choi, Julien Epps, M. Asif Khawaja, Ronnie Taib, Bo Yin, Yang Wang

ACM Trans. Interact. Intell. Syst., 2012

Multiple-Instance learning from multiple perspectives: Combining models for Multiple-Instance learning.

Bang Zhang, Yang Wang, Wei Wang

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Batch mode active learning for multi-label image classification with informative label correlation mining.

Bang Zhang, Yang Wang, Wei Wang

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Using galvanic skin response for cognitive load measurement in arithmetic and reading tasks.

Nargess Nourbakhsh, Yang Wang, Fang Chen, Rafael A. Calvo

Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012

2011

Feature fusion for vehicle detection and tracking with low-angle cameras.

Jun Yang, Yang Wang, Arcot Sowmya, Zhidong Li, Bang Zhang, Jie Xu

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Saliency detection based on proto-objects and topic model.

Zhidong Li, Jie Xu, Yang Wang, Glenn Geers, Jun Yang

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Pupillary Response Based Cognitive Workload Measurement under Luminance Changes.

Jie Xu, Yang Wang, Fang Chen, Eric H. C. Choi

Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Measuring Cognitive Workload with Low-Cost Electroencephalograph.

Avi Knoll, Yang Wang, Fang Chen, Jie Xu, Natalie Ruiz, Julien Epps, Pega Zarjam

Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Quantifying the exact impact of state estimation error on traffic signal control.

Chen Cai, Yang Wang, Glenn Geers

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2011

Pupillary response based cognitive workload index under luminance and emotional changes.

Jie Xu, Yang Wang, Fang Chen, Ho Choi, Guanzhong Li, Siyuan Chen, M. Sazzad Hussain

Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010

Joint Random Field Model for All-Weather Moving Vehicle Detection.

Yang Wang

IEEE Trans. Image Process., 2010

Multi-class Graph Boosting with Subgraph Sharing for Object Recognition.

Bang Zhang, Getian Ye, Yang Wang, Wei Wang, Jie Xu, Gunawan Herman, Yun Yang

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Vehicle detection and tracking with low-angle cameras.

Jun Yang, Yang Wang, Arcot Sowmya, Zhidong Li

Proceedings of the International Conference on Image Processing, 2010

Saliency based joint topic discovery for object categorization.

Zhidong Li, Yang Wang, Glenn Geers, Jing Chen, Jun Yang, John Laird

Proceedings of the International Conference on Image Processing, 2010

Vehicle occlusion model for traffic monitoring.

John Laird, D. Glenn Geers, Yang Wang, Chun Tung Chou

Proceedings of the Second International Workshop on Computational Transportation Science, 2010

Adaptive traffic signal control using vehicle-to-infrastructure communication: a technical note.

Chen Cai, Yang Wang, Glenn Geers

Proceedings of the Second International Workshop on Computational Transportation Science, 2010

Appearance-Based Re-identification of People in Video.

Arif Khan, Jian Zhang, Yang Wang

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

Image Topic Discovery with Saliency Detection.

Zhidong Li, Yang Wang, Jing Chen, Jie Xu, John Laird

Proceedings of the British Machine Vision Conference, 2010

Affinity Propagation Feature Clustering with Application to Vehicle Detection and Tracking in Road Traffic Surveillance.

Jun Yang, Yang Wang, Arcot Sowmya, Bang Zhang, Jie Xu, Zhidong Li

Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Spatial-Temporal Affinity Propagation for Feature Clustering with Application to Traffic Video Analysis.

Jun Yang, Yang Wang, Arcot Sowmya, Jie Xu, Zhidong Li, Bang Zhang

Proceedings of the Computer Vision - ACCV 2010, 2010

Online Learning for PLSA-Based Visual Recognition.

Jie Xu, Getian Ye, Yang Wang, Wei Wang, Jun Yang

Proceedings of the Computer Vision - ACCV 2010, 2010

Unsupervised Moving Object Detection with On-line Generalized Hough Transform.

Jie Xu, Yang Wang, Wei Wang, Jun Yang, Zhidong Li

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Real-Time Moving Vehicle Detection With Cast Shadow Removal in Video Based on Conditional Random Field.

Yang Wang

IEEE Trans. Circuits Syst. Video Technol., 2009

Multi-instance learning with relational information of instances.

Gunawan Herman, Getian Ye, Yang Wang, Jie Xu, Bang Zhang

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Informative frequent assembled feature for face detection.

Bang Zhang, Getian Ye, Yang Wang, Wei Wang, Jie Xu, Gunawan Herman, Jun Yang

Proceedings of the International Conference on Image Processing, 2009

Feature clustering for vehicle detection and tracking in road traffic surveillance.

Jun Yang, Yang Wang, Getian Ye, Arcot Sowmya, Bang Zhang, Jie Xu

Proceedings of the International Conference on Image Processing, 2009

Finding shareable informative patterns and optimal coding matrix for multiclass boosting.

Bang Zhang, Getian Ye, Yang Wang, Jie Xu, Gunawan Herman

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

On the performance of adaptive traffic signal control.

Chen Cai, Bernhard Hengst, Getian Ye, Enyang Huang, Yang Wang, J. Carlos Aydos, Glenn Geers

Proceedings of the Second International Workshop on Computational Transportation Science, 2009

Incremental EM for Probabilistic Latent Semantic Analysis on Human Action Recognition.

Jie Xu, Getian Ye, Yang Wang, Gunawan Herman, Bang Zhang, Jun Yang

Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

Traffic Density Estimation with On-line SVM Classifier.

Thanes Wassantachat, Zhidong Li, Jing Chen, Yang Wang, Evan Tan

Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008

Probabilistic Framework for Brain Connectivity From Functional MR Images.

Jagath C. Rajapakse, Yang Wang, Xuebin Zheng, Juan Helen Zhou

IEEE Trans. Medical Imaging, 2008

A practical approach to multiple super-resolution sprite generation.

Getian Ye, Yang Wang, Jie Xu, Gunawan Herman, Bang Zhang

Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Joint Random Fields for Moving Vehicle Detection.

Yang Wang, Getian Ye

Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007

Robust facial feature tracking under varying face pose and facial expression.

Yan Tong, Yang Wang, Zhiwei Zhu, Qiang Ji

Pattern Recognit., 2007

Foreground and Shadow Detection Based on Conditional Random Field.

Yang Wang

Proceedings of the Computer Analysis of Images and Patterns, 12th International Conference, 2007

2006

Contextual modeling of functional MR images with conditional random fields.

Yang Wang, Jagath C. Rajapakse

IEEE Trans. Medical Imaging, 2006

A Dynamic Conditional Random Field Model for Foreground and Shadow Segmentation.

Yang Wang, Kia-Fock Loe, Jian-Kang Wu

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Facial Feature Tracking using a Multi-State Hierarchical Shape Model under Varying Face Pose and Facial Expression.

Yan Tong, Yang Wang, Zhiwei Zhu, Qiang Ji

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Spatiotemporal video segmentation based on graphical models.

Yang Wang, Kia-Fock Loe, Tele Tan, Jian-Kang Wu

IEEE Trans. Image Process., 2005

A probabilistic approach for foreground and shadow segmentation in monocular image sequences.

Yang Wang, Tele Tan, Kia-Fock Loe, Jian-Kang Wu

Pattern Recognit., 2005

A Dynamic Hidden Markov Random Field Model for Foreground and Shadow Segmentation.

Yang Wang, Kia-Fock Loe, Tele Tan, Jian-Kang Wu

Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

A Dynamic Conditional Random Field Model for Object Segmentation in Image Sequences.

Yang Wang, Qiang Ji

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2003

Switching Hypothesized Measurements: A Dynamic Model with Applications to Occlusion Adaptive Joint Tracking.

Yang Wang, Tele Tan, Kia-Fock Loe

Proceedings of the IJCAI-03, 2003

A probabilistic method for foreground and shadow segmentation.

Yang Wang, Tele Tan, Kia-Fock Loe

Proceedings of the 2003 International Conference on Image Processing, 2003

Joint Region Tracking with Switching Hypothesized Measurements.

Yang Wang, Tele Tan, Kia-Fock Loe

Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Video Segmentation Based on Graphical Models.

Yang Wang, Tele Tan, Kia-Fock Loe

Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002

Adaptive Foreground and Shadow Detection in Image Sequences.

Yang Wang, Tele Tan

Proceedings of the UAI '02, 2002