A study of manual gesture-based selection for the PEMMI multimodal transport management interface. - Fang Chen 001; Eric H. C. Choi; Julien Epps; Serge Lichman; Natalie Ruiz; Yu (David) Shi; Ronnie Taib; Mike Wu (ICMI, 2005)

User interface design and evaluation for control room. - Fang Chen 001; Eric H. C. Choi; Natalie Ruiz; Yu (David) Shi; Ronnie Taib (OZCHI, 2005)

Combining Cepstral and Prosodic Features in Language Identification. - Bo Yin 002; Eliathamby Ambikairajah; Fang Chen 001 (ICPR (4), 2006)

Multimodal Human-Computer Interfaces for Incident Handling in Metropolitan Transport Management Centre. - Yu Shi; Ronnie Taib; Eric H. C. Choi; Fang Chen 001 (ITSC, 2006)

Workshop on effective multimodal dialogue interfaces. - Lawrence Cavedon; Robert Dale; Fang Chen 001; David R. Traum (IUI, 2006)

Examining the redundancy of multimodal input. - Natalie Ruiz; Ronnie Taib; Fang Chen 001 (OZCHI, 2006)

A novel method for multi-sensory data fusion in multimodal human computer interaction. - Yong Sun; Fang Chen 001; Yu (David) Shi; Vera Yuk Ying Chung (OZCHI, 2006)

ViCAT: Visualisation and Interaction on a Collaborative Access Table. - Fang Chen 001; Peter Eades; Julien Epps; Serge Lichman; Benjamin Close; Peter Hutterer; Masahiro Takatsuka; Bruce H. Thomas; Mike Wu (Tabletop, 2006)

A novel weighting technique for fusing Language Identification systems based on pair-wise performances. - Bo Yin 002; Eliathamby Ambikairajah; Fang Chen 001 (ASRU, 2007)

Galvanic skin response (GSR) as an index of cognitive load. - Yu (David) Shi; Natalie Ruiz; Ronnie Taib; Eric H. C. Choi; Fang Chen 001 (CHI Extended Abstracts, 2007)

Exploiting Speech-Gesture Correlation in Multimodal Interaction. - Fang Chen 001; Eric H. C. Choi; Ning Wang (HCI (3), 2007)

An Input-Parsing Algorithm Supporting Integration of Deictic Gesture in Natural Language Interface. - Yong Sun; Fang Chen 001; Yu (David) Shi; Vera Yuk Ying Chung (HCI (3), 2007)

Towards Automatic Cognitive Load Measurement from Speech Analysis. - Bo Yin 002; Fang Chen 001 (HCI (1), 2007)

Using pen input features as indices of cognitive load. - Natalie Ruiz; Ronnie Taib; Yu (David) Shi; Eric H. C. Choi; Fang Chen 001 (ICMI, 2007)

Multimodal human-machine interface and user cognitive load measurement. - Yu Shi; Ronnie Taib; Natalie Ruiz; Eric H. C. Choi; Fang Chen 001 (IFAC HMS, 2007)

Hierarchical language identification based on automatic language clustering. - Bo Yin 002; Eliathamby Ambikairajah; Fang Chen 001 (INTERSPEECH, 2007)

Potential speech features for cognitive load measurement. - M. Asif Khawaja; Natalie Ruiz; Fang Chen 001 (OZCHI, 2007)

An efficient unification-based multimodal language processor in multimodal input fusion. - Yong Sun; Yu (David) Shi; Fang Chen 001; Vera Yuk Ying Chung (OZCHI, 2007)

Automatic cognitive load detection from speech features. - Bo Yin 002; Natalie Ruiz; Fang Chen 001; M. Asif Khawaja (OZCHI, 2007)

An Efficient Multimodal Language Processor for Parallel Input Strings in Multimodal Input Fusion. - Yong Sun; Yu (David) Shi; Fang Chen 001; Vera Yuk Ying Chung (ICSC, 2007)

The hinge between input and output: understanding the multimodal input fusion results in an agent-based multimodal presentation system. - Yong Sun; Helmut Prendinger; Yu (David) Shi; Fang Chen 001; Vera Yuk Ying Chung; Mitsuru Ishizuka (CHI Extended Abstracts, 2008)

Improvements on hierarchical language identification based on automatic language clustering. - Bo Yin 002; Eliathamby Ambikairajah; Fang Chen 001 (ICASSP, 2008)

Speech-based cognitive load monitoring system. - Bo Yin 002; Fang Chen 001; Natalie Ruiz; Eliathamby Ambikairajah (ICASSP, 2008)

Exploring classification techniques in speech based cognitive load monitoring. - Bo Yin 002; Natalie Ruiz; Fang Chen 001; Eliathamby Ambikairajah (INTERSPEECH, 2008)

Introducing a FM based feature to hierarchical language identification. - Bo Yin 002; Tharmarajah Thiruvaran; Eliathamby Ambikairajah; Fang Chen 001 (INTERSPEECH, 2008)

Designing Cognition-Adaptive Human-Computer Interface for Mission-Critical Systems. - Yu Shi; Eric H. C. Choi; Ronnie Taib; Fang Chen 001 (ISD, 2008)

Investigating speech features and automatic measurement of cognitive load. - Bo Yin 002; Natalie Ruiz; Fang Chen 001; Eliathamby Ambikairajah (MMSP, 2008)

Think before you talk: an empirical study of relationship between speech pauses and cognitive load. - M. Asif Khawaja; Natalie Ruiz; Fang Chen 001 (OZCHI, 2008)

Building a Practical Multimodal System with a Multimodal Fusion Module. - Yong Sun; Yu (David) Shi; Fang Chen 001; Vera Yuk Ying Chung (HCI (2), 2009)

Phase based features for cognitive load measurement system. - Tet Fei Yap; Eliathamby Ambikairajah; Eric H. C. Choi; Fang Chen 001 (ICASSP, 2009)

Voiced/unvoiced pattern-based duration modeling for language identification. - Bo Yin 002; Eliathamby Ambikairajah; Fang Chen 001 (ICASSP, 2009)

Cognitive Load Measurement from User's Linguistic Speech Features for Adaptive Interaction Design. - M. Asif Khawaja; Fang Chen 001; Christine Owen; Gregory Hickey (INTERACT (1), 2009)

Skipping spare information in multimodal inputs during multimodal input fusion. - Yong Sun; Yu (David) Shi; Fang Chen 001; Vera Yuk Ying Chung (IUI, 2009)

Teaching athletes cognitive skills: detecting cognitive load in speech input. - Natalie Ruiz; Guang Liu 002; Bo Yin 002; Damian Farrow; Fang Chen 001 (BCS HCI, 2010)

Cognitive skills learning: pen input patterns in computer-based athlete training. - Natalie Ruiz; Qian Qian Feng; Ronnie Taib; Tara Handke; Fang Chen 001 (ICMI-MLMI, 2010)

Using language complexity to measure cognitive load for adaptive interaction design. - M. Asif Khawaja; Fang Chen 001; Nadine Marcus (IUI, 2010)

Language-Dependent Contribution Measuring and Weighting for Combining Likelihood Scores in Language Identification Systems. - Bo Yin 002; Eliathamby Ambikairajah; Fang Chen 001 (J. Signal Process. Syst., 2010)

Pupillary response based cognitive workload index under luminance and emotional changes. - Jie Xu 008; Yang Wang 002; Fang Chen 001; Ho Choi; Guanzhong Li; Siyuan Chen 002; M. Sazzad Hussain (CHI Extended Abstracts, 2011)

Spectral EEG featuresfor evaluating cognitive load. - Pega Zarjam; Julien Epps; Fang Chen 001 (EMBC, 2011)

Characterizing working memory load using EEG delta activity. - Pega Zarjam; Julien Epps; Fang Chen 001 (EUSIPCO, 2011)

Freeform pen-input as evidence of cognitive load and expertise. - Natalie Ruiz; Ronnie Taib; Fang Chen 001 (ICMI, 2011)

Measuring Cognitive Workload with Low-Cost Electroencephalograph. - Avi Knoll; Yang Wang 002; Fang Chen 001; Jie Xu 008; Natalie Ruiz; Julien Epps; Pega Zarjam (INTERACT (4), 2011)

Pupillary Response Based Cognitive Workload Measurement under Luminance Changes. - Jie Xu 008; Yang Wang 002; Fang Chen 001; Eric H. C. Choi (INTERACT (2), 2011)

Eye activity as a measure of human mental effort in HCI. - Siyuan Chen 002; Julien Epps; Natalie Ruiz; Fang Chen 001 (IUI, 2011)

Cognitive load evaluation of handwriting using stroke-level features. - Kun Yu 001; Julien Epps; Fang Chen 001 (IUI, 2011)

A comparison of four methods for cognitive load measurement. - Siyuan Chen 002; Julien Epps; Fang Chen 001 (OZCHI, 2011)

Characterization of memory load in an arithmetic task using non-linear analysis of EEG signals. - Pega Zarjam; Julien Epps; Nigel H. Lovell; Fang Chen 001 (EMBC, 2012)

Classification of Working Memory Load Using Wavelet Complexity Features of EEG Signals. - Pega Zarjam; Julien Epps; Fang Chen 001; Nigel H. Lovell (ICONIP (2), 2012)

Using galvanic skin response for cognitive load measurement in arithmetic and reading tasks. - Nargess Nourbakhsh; Yang Wang 002; Fang Chen 001; Rafael A. Calvo (OZCHI, 2012)

Analysis of Collaborative Communication for Linguistic Cues of Cognitive Load. - M. Asif Khawaja; Fang Chen 001; Nadine Marcus (Hum. Factors, 2012)

Multimodal behavior and interaction as indicators of cognitive load. - Fang Chen 001; Natalie Ruiz; Eric H. C. Choi; Julien Epps; M. Asif Khawaja; Ronnie Taib; Bo Yin 002; Yang Wang 002 (ACM Trans. Interact. Intell. Syst., 2012)

An investigation of pupil-based cognitive load measurement with low cost infrared webcam under light reflex interference. - Siyuan Chen 002; Julien Epps; Fang Chen 001 (EMBC, 2013)

Mental Workload Classification via Online Writing Features. - Kun Yu 001; Julien Epps; Fang Chen 001 (ICDAR, 2013)

The Effect of Stress on Cognitive Load Measurement. - Dan Conway; Ian Dick; Zhidong Li; Yang Wang 002; Fang Chen 001 (INTERACT (4), 2013)

GSR and Blink Features for Cognitive Load Classification. - Nargess Nourbakhsh; Yang Wang 002; Fang Chen 001 (INTERACT (1), 2013)

Automatic and continuous user task analysis via eye activity. - Siyuan Chen 002; Julien Epps; Fang Chen 001 (IUI, 2013)

Indexing cognitive workload based on pupillary response under luminance and emotional changes. - Weihong Wang; Zhidong Li; Yang Wang 002; Fang Chen 001 (IUI, 2013)

Analysing mouse activity for cognitive load detection. - Syed Arshad; Yang Wang 002; Fang Chen 001 (OZCHI, 2013)

Trust and cooperation in text-based computer-mediated communication. - Ahmad Khawaji; Fang Chen 001; Nadine Marcus; Jianlong Zhou (OZCHI, 2013)

A Bayesian Classifier for Learning from Tensorial Data. - Wei Liu 007; Jeffrey Chan; James Bailey 001; Christopher Leckie; Fang Chen 001; Kotagiri Ramamohanarao (ECML/PKDD (2), 2013)

A weakly supervised approach for object detection based on Soft-Label Boosting. - Weihong Wang; Yang Wang 002; Fang Chen 001; Arcot Sowmya (WACV, 2013)

A Bayesian non-parametric viewpoint to visual tracking. - Yi Wang 041; Zhidong Li; Yang Wang 002; Fang Chen 001 (WACV, 2013)

Estimating cognitive workload using wavelet entropy-based features during an arithmetic task. - Pega Zarjam; Julien Epps; Fang Chen 001; Nigel H. Lovell (Comput. Biol. Medicine, 2013)

Mutual information-based method for selecting informative feature sets. - Gunawan Herman; Bang Zhang; Yang Wang 002; Getian Ye; Fang Chen 001 (Pattern Recognit., 2013)

Visual tracking by proto-objects. - Zhidong Li; Weihong Wang; Yang Wang 002; Fang Chen 001; Yi Wang 041 (Pattern Recognit., 2013)

Traffic Analysis as a Service via a Unified Model. - Victor W. Chu; Raymond K. Wong 001; Wei Liu 007; Fang Chen 001; Chang-Shing Perng (IEEE SCC, 2014)

An Effective Integrated Method for Learning Big Imbalanced Data. - Mojgan Ghanavati; Raymond K. Wong 001; Fang Chen 001; Yang Wang 002; Chang-Shing Perng (BigData Congress, 2014)

Microblog Topic Contagiousness Measurement and Emerging Outbreak Monitoring. - Victor W. Chu; Raymond K. Wong 001; Fang Chen 001; Chi-Hung Chi (CIKM, 2014)

Stable Learning in Coding Space for Multi-class Decoding and Its Extension for Multi-class Hypothesis Transfer Learning. - Bang Zhang; Yi Wang 041; Yang Wang 002; Fang Chen 001 (CVPR, 2014)

Causal Structure Discovery for Spatio-temporal Data. - Victor W. Chu; Raymond K. Wong 001; Wei Liu 007; Fang Chen 001 (DASFAA (1), 2014)

Combining empirical and machine learning techniques to predict math expertise using pen signal features. - Jianlong Zhou; Kevin Hang; Sharon L. Oviatt; Kun Yu 001; Fang Chen 001 (MLA@ICMI, 2014)

Trust and cognitive load in the text-chat environment: the role of mouse movement. - Ahmad Khawaji; Fang Chen 001; Jianlong Zhou; Nadine Marcus (OZCHI, 2014)

Measuring Cognitive Load Using Linguistic Features: Implications for Usability Evaluation and Adaptive Interaction Design. - M. Asif Khawaja; Fang Chen 001; Nadine Marcus (Int. J. Hum. Comput. Interact., 2014)

Automatic Cognitive Load Detection from Face, Physiology, Task Performance and Fusion During Affective Interference. - M. Sazzad Hussain; Rafael A. Calvo; Fang Chen 001 (Interact. Comput., 2014)

Water pipe condition assessment: a hierarchical beta process approach for sparse incident data. - Zhidong Li; Bang Zhang; Yang Wang 002; Fang Chen 001; Ronnie Taib; Vicky Whiffin; Yi Wang 041 (Mach. Learn., 2014)

Multilabel Image Classification Via High-Order Label Correlation Driven Active Learning. - Bang Zhang; Yang Wang 002; Fang Chen 001 (IEEE Trans. Image Process., 2014)

A Generic Ranking Service on Scientific Datasets. - Mojgan Ghanavati; Raymond K. Wong 001; Fang Chen 001; Yang Wang 002 (SCC, 2015)

Scalable Sentiment Analysis for Microblogs Based on Semantic Scoring. - Asso Hamzehei; Mohammad Ebrahimi; Elahe Shafiee; Raymond K. Wong 001; Fang Chen 001 (SCC, 2015)

Discovering Causal Structures from Time Series Data via Enhanced Granger Causality. - Ling Luo 002; Wei Liu 007; Irena Koprinska; Fang Chen 001 (Australasian Conference on Artificial Intelligence, 2015)

Web Service Recommendations Based on Time-Aware Bayesian Networks. - Victor W. Chu; Raymond K. Wong 001; Fang Chen 001; Chi-Hung Chi (BigData Congress, 2015)

Interactive Mouse Stream as Real-Time Indicator of User's Cognitive Load. - Syed Arshad; Yang Wang 002; Fang Chen 001 (CHI Extended Abstracts, 2015)

Using Galvanic Skin Response (GSR) to Measure Trust and Cognitive Load in the Text-Chat Environment. - Ahmad Khawaji; Jianlong Zhou; Fang Chen 001; Nadine Marcus (CHI Extended Abstracts, 2015)

Be Informed and Be Involved: Effects of Uncertainty and Correlation on User's Confidence in Decision Making. - Jianlong Zhou; Constant Bridon; Fang Chen 001; Ahmad Khawaji; Yang Wang 002 (CHI Extended Abstracts, 2015)

Data Driven Water Pipe Failure Prediction: A Bayesian Nonparametric Approach. - Peng Lin; Bang Zhang; Yi Wang 041; Zhidong Li; Bin Li 015; Yang Wang 002; Fang Chen 001 (CIKM, 2015)

Discrimination-Aware Association Rule Mining for Unbiased Data Analytics. - Ling Luo 002; Wei Liu 007; Irena Koprinska; Fang Chen 001 (DaWaK, 2015)

Spoken Interruptions Signal Productive Problem Solving and Domain Expertise in Mathematics. - Sharon L. Oviatt; Kevin Hang; Jianlong Zhou; Fang Chen 001 (ICMI, 2015)

Metadata Dependent Mondrian Processes. - Yi Wang 041; Bin Li 015; Yang Wang 002; Fang Chen 001 (ICML, 2015)

Safety-oriented visual analytics of people movement. - Jianlong Zhou; Jinjun Sun; Fang Chen 001; Xiuying Wang 001; Xianglin Miao (VAST, 2015)

Dynamic Workload Adjustments in Human-Machine Systems Based on GSR Features. - Jianlong Zhou; Ju-Young Jung; Fang Chen 001 (INTERACT (1), 2015)

Investigating User Confidence for Uncertainty Presentation in Predictive Decision Making. - Syed Z. Arshad; Jianlong Zhou; Constant Bridon; Fang Chen 001; Yang Wang 002 (OZCHI, 2015)

On Damage Identification in Civil Structures Using Tensor Analysis. - Nguyen Lu Dang Khoa; Bang Zhang; Yang Wang 002; Wei Liu 007; Fang Chen 001; Samir Mustapha; Peter Runcie (PAKDD (1), 2015)

A Semi-supervised Learning Approach for Microblog Sentiment Classification. - Zhiwei Yu; Raymond K. Wong 001; Chi-Hung Chi; Fang Chen 001 (SmartCity, 2015)

Making machine learning useable. - Jianlong Zhou; Fang Chen 001 (Int. J. Intell. Syst. Technol. Appl., 2015)

Measurable Decision Making with GSR and Pupillary Analysis for Intelligent User Interface. - Jianlong Zhou; Jinjun Sun; Fang Chen 001; Yang Wang 002; Ronnie Taib; Ahmad Khawaji; Zhidong Li (ACM Trans. Comput. Hum. Interact., 2015)

Service Selection Based on Dynamic QoS Networks. - Victor W. Chu; Raymond K. Wong 001; Fang Chen 001; Chi-Hung Chi (SCC, 2016)

A Generic Service Framework for Stock Market Prediction. - Mojgan Ghanavati; Raymond K. Wong 001; Fang Chen 001; Yang Wang 002; Simon Fong 001 (SCC, 2016)

A Query-Based Summarization Service from Multiple News Sources. - Elaheh ShafieiBavani; Mohammad Ebrahimi; Raymond K. Wong 001; Fang Chen 001 (SCC, 2016)

The Ostomachion Process. - Xuhui Fan 001; Bin Li 015; Yi Wang 041; Yang Wang 002; Fang Chen 001 (AAAI, 2016)

Interaction Point Processes via Infinite Branching Model. - Peng Lin; Bang Zhang; Ting Guo; Yang Wang 002; Fang Chen 001 (AAAI, 2016)

An Efficient Approach for Multi-Sentence Compression. - Elaheh ShafieiBavani; Mohammad Ebrahimi; Raymond K. Wong 001; Fang Chen 001 (ACML, 2016)

Market-sentiment boosted predictions on multi-type time-series. - Victor W. Chu; Raymond K. Wong 001; Fang Chen 001; Ivan Ho; Joe Lee (ACSW, 2016)

Interrelationships of Service Orchestrations. - Victor W. Chu; Raymond K. Wong 001; Fang Chen 001; Chi-Hung Chi (ADMA, 2016)

Visual Analytics of Relations of Multi-Attributes in Big Infrastructure Data. - Jianlong Zhou; Zelin Li; Zongjian Zhang; Bin Liang 003; Fang Chen 001 (BDVA, 2016)

Enhancing portfolio return based on market-sentiment linked topics. - Victor W. Chu; Fang Chen 001; Raymond K. Wong 001; Ivan Ho; Joe Lee (BigComp, 2016)

Misplaced Trust: A Bias in Human-Machine Trust Attribution - In Contradiction to Learning Theory. - Dan Conway; Fang Chen 001; Kun Yu 001; Jianlong Zhou; Richard Morris (CHI Extended Abstracts, 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 007; Yang Wang 002; Fang Chen 001; Peter Runcie (CIKM, 2016)

Discovering Temporal Purchase Patterns with Different Responses to Promotions. - Ling Luo 002; Bin Li 015; Irena Koprinska; Shlomo Berkovsky; Fang Chen 001 (CIKM, 2016)

Appraising UMLS Coverage for Summarizing Medical Evidence. - Elaheh ShafieiBavani; Mohammad Ebrahimi; Raymond K. Wong 001; Fang Chen 001 (COLING, 2016)

Bayesian Optimization of Partition Layouts for Mondrian Processes. - Yi Wang 041; Bin Li 015; Xuhui Fan 001; Yang Wang 002; Fang Chen 001 (IJCAI, 2016)

Infinite Hidden Semi-Markov Modulated Interaction Point Process. - Peng Lin; Bang Zhang; Ting Guo; Yang Wang 002; Fang Chen 001 (NIPS, 2016)

Correlation for user confidence in predictive decision making. - Jianlong Zhou; Syed Z. Arshad; Kun Yu 001; Fang Chen 001 (OZCHI, 2016)

Effective Local Metric Learning for Water Pipe Assessment. - Mojgan Ghanavati; Raymond K. Wong 001; Fang Chen 001; Yang Wang 002; Simon Fong 001 (PAKDD (1), 2016)

A Hierarchical Beta Process Approach for Financial Time Series Trend Prediction. - Mojgan Ghanavati; Raymond K. Wong 001; Fang Chen 001; Yang Wang 002; Joe Lee (PAKDD Workshops, 2016)

Who Will Be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference Modeling. - Ling Luo 002; Bin Li 015; Shlomo Berkovsky; Irena Koprinska; Fang Chen 001 (PAKDD (1), 2016)

TrafficWatch: Real-Time Traffic Incident Detection and Monitoring Using Social Media. - Hoang Nguyen 002; Wei Liu 007; Paul Rivera; Fang Chen 001 (PAKDD (1), 2016)

Trust and Reliance Based on System Accuracy. - Kun Yu 001; Shlomo Berkovsky; Dan Conway; Ronnie Taib; Jianlong Zhou; Fang Chen 001 (UMAP, 2016)

Topology-aware illumination design for volume rendering. - Jianlong Zhou; Xiuying Wang 001; Hui Cui 002; Peng Gong; Xianglin Miao; Yalin Miao; Chun Xiao; Fang Chen 001; Dagan Feng 001 (BMC Bioinform., 2016)

Stochastic Patching Process. - Xuhui Fan 001; Bin Li 015; Yi Wang 041; Yang Wang 002; Fang Chen 001 (CoRR, 2016)

On Improving Informativity and Grammaticality for Multi-Sentence Compression. - Elaheh ShafieiBavani; Mohammad Ebrahimi; Raymond K. Wong 001; Fang Chen 001 (CoRR, 2016)

Robust Bayesian non-parametric dictionary learning with heterogeneous Gaussian noise. - Yi Wang 041; Bin Li 015; Yang Wang 002; Fang Chen 001; Bang Zhang; Zhidong Li (Comput. Vis. Image Underst., 2016)

Making machine learning useable by revealing internal states update - a transparent approach. - Jianlong Zhou; M. Asif Khawaja; Zhidong Li; Jinjun Sun; Yang Wang 002; Fang Chen 001 (Int. J. Comput. Sci. Eng., 2016)

Self-regularized causal structure discovery for trajectory-based networks. - Victor W. Chu; Raymond K. Wong 001; Fang Chen 001; Simon Fong 001; Patrick C. K. Hung (J. Comput. Syst. Sci., 2016)

Soft Hough Forest-ERTs: Generalized Hough Transform based object detection from soft-labelled training data. - Yingying Liu; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (Pattern Recognit., 2016)

Constrained differential evolution using generalized opposition-based learning. - Wenhong Wei; Jianlong Zhou; Fang Chen 001; Huaqiang Yuan (Soft Comput., 2016)

Robust Multimodal Cognitive Load Measurement - Fang Chen 001; Jianlong Zhou; Yang Wang 002; Kun Yu 001; Syed Z. Arshad; Ahmad Khawaji; Dan Conway (Springer, 2016)

Prediction-as-a-Service for Meme Popularity. - Victor W. Chu; Raymond K. Wong 001; Fang Chen 001; Chi-Hung Chi (SCC, 2017)

A Multivariate Clustering Approach for Infrastructure Failure Predictions. - Simon Luo; Victor W. Chu; Jianlong Zhou; Fang Chen 001; Raymond K. Wong 001; Weidong Huang 001 (BigData Congress, 2017)

BVP Feature Signal Analysis for Intelligent User Interface. - Simon Luo; Jianlong Zhou; Henry Been-Lirn Duh; Fang Chen 001 (CHI Extended Abstracts, 2017)

Indexing Cognitive Load using Blood Volume Pulse Features. - Jianlong Zhou; Syed Z. Arshad; Simon Luo; Kun Yu 001; Shlomo Berkovsky; Fang Chen 001 (CHI Extended Abstracts, 2017)

Unsupervised Matrix-valued Kernel Learning For One Class Classification. - Shaobo Dang; Xiongcai Cai; Yang Wang 002; Jianjia Zhang; Fang Chen 001 (CIKM, 2017)

Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process. - Ling Luo 002; Bin Li 015; Irena Koprinska; Shlomo Berkovsky; Fang Chen 001 (IJCAI, 2017)

Neural net-based and safety-oriented visual analytics for time-spatial data. - Zhenghao Chen; Jianlong Zhou; Xiuying Wang 001; Jeremy Swanson; Fang Chen 001; Dagan Feng 001 (IJCNN, 2017)

Effects of Uncertainty and Cognitive Load on User Trust in Predictive Decision Making. - Jianlong Zhou; Syed Z. Arshad; Simon Luo; Fang Chen 001 (INTERACT (4), 2017)

User Trust Dynamics: An Investigation Driven by Differences in System Performance. - Kun Yu 001; Shlomo Berkovsky; Ronnie Taib; Dan Conway; Jianlong Zhou; Fang Chen 001 (IUI, 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 002; Fang Chen 001 (PAKDD (1), 2017)

Discovering Both Explicit and Implicit Similarities for Cross-Domain Recommendation. - Quan Do; Wei Liu 007; Fang Chen 001 (PAKDD (2), 2017)

Exploring Celebrities on Inferring User Geolocation in Twitter. - Mohammad Ebrahimi; Elaheh ShafieiBavani; Raymond K. Wong 001; Fang Chen 001 (PAKDD (1), 2017)

A Qualitative Investigation of Bank Employee Experiences of Information Security and Phishing. - Dan Conway; Ronnie Taib; Mitch Harris; Kun Yu 001; Shlomo Berkovsky; Fang Chen 001 (SOUPS, 2017)

Online Engagement for a Healthier You: A Case Study of Web-based Supermarket Health Program. - Ling Luo 002; Bin Li 015; Shlomo Berkovsky; Irena Koprinska; Fang Chen 001 (WWW (Companion Volume), 2017)

Topic-based Social Influence Measurement for Social Networks. - Asso Hamzehei; Shanqing Jiang; Danai Koutra; Raymond K. Wong 001; Fang Chen 001 (Australas. J. Inf. Syst., 2017)

A Semantically Motivated Approach to Compute ROUGE Scores. - Elaheh ShafieiBavani; Mohammad Ebrahimi; Raymond K. Wong 001; Fang Chen 001 (CoRR, 2017)

Wrapping practical problems into a machine learning framework: using water pipe failure prediction as a case study. - Jianlong Zhou; Jinjun Sun; Yang Wang 002; Fang Chen 001 (Int. J. Intell. Syst. Technol. Appl., 2017)

Discovering Congestion Propagation Patterns in Spatio-Temporal Traffic Data. - Hoang Nguyen 002; Wei Liu 007; Fang Chen 001 (IEEE Trans. Big Data, 2017)

Detecting Users' Cognitive Load by Galvanic Skin Response with Affective Interference. - Nargess Nourbakhsh; Fang Chen 001; Yang Wang 002; Rafael A. Calvo (ACM Trans. Interact. Intell. Syst., 2017)

DAAR: A Discrimination-Aware Association Rule Classifier for Decision Support. - Ling Luo 002; Wei Liu 007; Irena Koprinska; Fang Chen 001 (Trans. Large Scale Data Knowl. Centered Syst., 2017)

Multimodal behavioral and physiological signals as indicators of cognitive load. - Jianlong Zhou; Kun Yu 001; Fang Chen 001; Yang Wang 002; Syed Z. Arshad (The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2), 2018)

Extreme Topic Model for Market eAlert Service. - Victor W. Chu; Raymond K. Wong 001; Chi-Hung Chi; Fang Chen 001 (SCC, 2018)

Long-Term RNN: Predicting Hazard Function for Proactive Maintenance of Water Mains. - Bin Liang 003; Zhidong Li; Yang Wang 002; Fang Chen 001 (CIKM, 2018)

DualBoost: Handling Missing Values with Feature Weights and Weak Classifiers that Abstain. - Weihong Wang; Jie Xu 008; Yang Wang 002; Chen Cai; Fang Chen 001 (CIKM, 2018)

Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings. - Elaheh ShafieiBavani; Mohammad Ebrahimi; Raymond K. Wong 001; Fang Chen 001 (COLING, 2018)

Size-Invariant Attention Accuracy Metric for Image Captioning with High-Resolution Residual Attention. - Zongjian Zhang; Qiang Wu 001; Yang Wang 002; Fang Chen 001 (DICTA, 2018)

A Graph-Theoretic Summary Evaluation for Rouge. - Elaheh ShafieiBavani; Mohammad Ebrahimi; Raymond K. Wong 001; Fang Chen 001 (EMNLP, 2018)

Simultaneous Urban Region Function Discovery and Popularity Estimation via an Infinite Urbanization Process Model. - Bang Zhang; Lelin Zhang; Ting Guo; Yang Wang 002; Fang Chen 001 (KDD, 2018)

Instance Image Retrieval by Aggregating Sample-based Discriminative Characteristics. - Zhongyan Zhang; Lei Wang 001; Yang Wang 002; Luping Zhou; Jianjia Zhang; Fang Chen 001 (ICMR, 2018)

Leveraging Local Interactions for Geolocating Social Media Users. - Mohammad Ebrahimi; Elaheh ShafieiBavani; Raymond K. Wong 001; Fang Chen 001 (PAKDD (3), 2018)

Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study. - Jianjia Zhang; Bin Li 015; Xuhui Fan 001; Yang Wang 002; Fang Chen 001 (PAKDD (1), 2018)

A Refined MISD Algorithm Based on Gaussian Process Regression. - Feng Zhou 011; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (PAKDD (2), 2018)

Fine-Grained and Semantic-Guided Visual Attention for Image Captioning. - Zongjian Zhang; Qiang Wu 001; Yang Wang 002; Fang Chen 001 (WACV, 2018)

A Strategic User Equilibrium for Independently Distributed Origin-Destination Demands. - Tao Wen; Chen Cai; Lauren Gardner; Vinayak V. Dixit; S. Travis Waller; Fang Chen 001 (Comput. Aided Civ. Infrastructure Eng., 2018)

Two Methods to Calibrate the Total Travel Demand and Variability for a Regional Traffic Network. - Tao Wen; Lauren Gardner; Vinayak V. Dixit; S. Travis Waller; Chen Cai; Fang Chen 001 (Comput. Aided Civ. Infrastructure Eng., 2018)

Twitter user geolocation by filtering of highly mentioned users. - Mohammad Ebrahimi; Elaheh ShafieiBavani; Raymond K. Wong 001; Fang Chen 001 (J. Assoc. Inf. Sci. Technol., 2018)

DecisionMind: revealing human cognition states in data analytics-driven decision making with a multimodal interface. - Jianlong Zhou; Fang Chen 001 (J. Multimodal User Interfaces, 2018)

End-User Development for Interactive Data Analytics: Uncertainty, Correlation and User Confidence. - Jianlong Zhou; Syed Z. Arshad; Xiuying Wang 001; Zhidong Li; Dagan Feng 001; Fang Chen 001 (IEEE Trans. Affect. Comput., 2018)

Dynamic Handwriting Signal Features Predict Domain Expertise. - Sharon L. Oviatt; Kevin Hang; Jianlong Zhou; Kun Yu 001; Fang Chen 001 (ACM Trans. Interact. Intell. Syst., 2018)

Do I Trust a Machine? Differences in User Trust Based on System Performance. - Kun Yu 001; Shlomo Berkovsky; Dan Conway; Ronnie Taib; Jianlong Zhou; Fang Chen 001 (Human and Machine Learning, 2018)

Water Pipe Failure Prediction: A Machine Learning Approach Enhanced By Domain Knowledge. - Bang Zhang; Ting Guo; Lelin Zhang; Peng Lin; Yang Wang 002; Jianlong Zhou; Fang Chen 001 (Human and Machine Learning, 2018)

2D Transparency Space - Bring Domain Users and Machine Learning Experts Together. - Jianlong Zhou; Fang Chen 001 (Human and Machine Learning, 2018)

Revealing User Confidence in Machine Learning-Based Decision Making. - Jianlong Zhou; Kun Yu 001; Fang Chen 001 (Human and Machine Learning, 2018)

Optimising Pump Scheduling for Water Distribution Networks. - Yanchang Zhao; Bin Liang 003; Yang Wang 002; Shaobo Dang; Ronnie Taib; Fang Chen 001; Tin Hua; Dammika Vitanage; Corinna Doolan (Australasian Conference on Artificial Intelligence, 2019)

Physiological Indicators for User Trust in Machine Learning with Influence Enhanced Fact-Checking. - Jianlong Zhou; Huaiwen Hu; Zhidong Li; Kun Yu 001; Fang Chen 001 (CD-MAKE, 2019)

Effects of Influence on User Trust in Predictive Decision Making. - Jianlong Zhou; Zhidong Li; Huaiwen Hu; Kun Yu 001; Fang Chen 001; Zelin Li; Yang Wang 002 (CHI Extended Abstracts, 2019)

Concept Drift Adaption for Online Anomaly Detection in Structural Health Monitoring. - Hongda Tian; Nguyen Lu Dang Khoa; Ali Anaissi; Yang Wang 002; Fang Chen 001 (CIKM, 2019)

Predicting Water Quality for the Woronora Delivery Network with Sparse Samples. - Bin Liang 003; Dammika Vitanage; Corinna Doolan; Zhidong Li; Ronnie Taib; George Mathews; Yang Wang 002; Shiyang Lu; Fang Chen 001; Tin Hua; Andrew Peters (ICDM, 2019)

Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence. - Yongzhe Chang; Zhidong Li; Ling Luo 002; Simon Luo; Arcot Sowmya; Yang Wang 002; Fang Chen 001 (ICONIP (2), 2019)

Discriminative Sample Generation for Deep Imbalanced Learning. - Ting Guo; Xingquan Zhu 001; Yang Wang 002; Fang Chen 001 (IJCAI, 2019)

Visual Relationship Attention for Image Captioning. - Zongjian Zhang; Yang Wang 002; Qiang Wu 001; Fang Chen 001 (IJCNN, 2019)

Mouse Behavior as an Index of Phishing Awareness. - Kun Yu 001; Ronnie Taib; Marcus A. Butavicius; Kathryn Parsons; Fang Chen 001 (INTERACT (1), 2019)

Do I trust my machine teammate?: an investigation from perception to decision. - Kun Yu 001; Shlomo Berkovsky; Ronnie Taib; Jianlong Zhou; Fang Chen 001 (IUI, 2019)

Recovering DTW Distance Between Noise Superposed NHPP. - Yongzhe Chang; Zhidong Li; Bang Zhang; Ling Luo 002; Arcot Sowmya; Yang Wang 002; Fang Chen 001 (PAKDD (2), 2019)

Online Data Fusion Using Incremental Tensor Learning. - Nguyen Lu Dang Khoa; Hongda Tian; Yang Wang 002; Fang Chen 001 (PAKDD (1), 2019)

Multitask Learning for Sparse Failure Prediction. - Simon Luo; Victor W. Chu; Zhidong Li; Yang Wang 002; Jianlong Zhou; Fang Chen 001; Raymond K. Wong 001 (PAKDD (1), 2019)

Hawkes Process with Stochastic Triggering Kernel. - Feng Zhou 011; Yixuan Zhang 006; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (PAKDD (1), 2019)

Multiple Knowledge Transfer for Cross-Domain Recommendation. - Quan Do; Sunny Verma; Fang Chen 001; Wei Liu 007 (PRICAI (3), 2019)

An Effective Multi-Resolution Hierarchical Granular Representation based Classifier using General Fuzzy Min-Max Neural Network. - Thanh Tung Khuat; Fang Chen 001; Bogdan Gabrys (CoRR, 2019)

Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation. - Feng Zhou 011; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (CoRR, 2019)

Enhancing portfolio return based on sentiment-of-topic. - Victor W. Chu; Raymond K. Wong 001; Fang Chen 001; Ivan Ho; Joe Lee (Data Knowl. Eng., 2019)

Collaborative topic regression for predicting topic-based social influence. - Asso Hamzehei; Raymond K. Wong 001; Danai Koutra; Fang Chen 001 (Mach. Learn., 2019)

Special Issue on Highlights of ACM Intelligent User Interface (IUI) 2017. - Fang Chen 001; Carlos Duarte; Wai-Tat Fu (ACM Trans. Interact. Intell. Syst., 2019)

High-Quality Image Captioning With Fine-Grained and Semantic-Guided Visual Attention. - Zongjian Zhang; Qiang Wu 001; Yang Wang 002; Fang Chen 001 (IEEE Trans. Multim., 2019)

A Radial Visualisation for Model Comparison and Feature Identification. - Jianlong Zhou; Weidong Huang 001; Fang Chen 001 (PacificVis, 2020)

A Data Driven Approach for Leak Detection with Smart Sensors. - Bin Liang 003; Sunny Verma; Jie Xu 008; Shuming Liang; Zhidong Li; Yang Wang 002; Fang Chen 001 (ICARCV, 2020)

Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis. - Sunny Verma; Jiwei Wang; Zhefeng Ge; Rujia Shen; Fan Jin; Yang Wang 002; Fang Chen 001; Wei Liu 007 (ICDM, 2020)

Towards Explainability for AI Fairness. - Jianlong Zhou; Fang Chen 001; Andreas Holzinger (xxAI@ICML, 2020)

Simultaneous Customer Segmentation and Behavior Discovery. - Siqi Zhang; Ling Luo 002; Zhidong Li; Yang Wang 002; Fang Chen 001; Richard Xu (ICONIP (4), 2020)

An Improved Online Learning Algorithm for General Fuzzy Min-Max Neural Network. - Thanh Tung Khuat; Fang Chen 001; Bogdan Gabrys (IJCNN, 2020)

Dynamic Train Demand Estimation and Passenger Assignment. - Yuming Ou; Adriana Simona Mihaita; Fang Chen 001 (ITSC, 2020)

Energy-Efficient Cluster-based Routing Protocol in Internet of Things Using Swarm Intelligence. - Sankar Sennan; Somula Ramasubbareddy; Fang Chen 001; Amir H. Gandomi (SSCI, 2020)

A Survey on Ethical Principles of AI and Implementations. - Jianlong Zhou; Fang Chen 001; Adam Berry; Mike Reed; Shujia Zhang; Siobhan Savage (SSCI, 2020)

Utilizing machine learning to prevent water main breaks by understanding pipeline failure drivers. - Dilusha Weeraddana; Bin Liang 003; Zhidong Li; Yang Wang 002; Fang Chen 001; Livia Bonazzi; Dean Phillips; Nitin Saxena 004 (CoRR, 2020)

Examination of community sentiment dynamics due to covid-19 pandemic: a case study from Australia. - Jianlong Zhou; Shuiqiao Yang; Chun Xiao; Fang Chen 001 (CoRR, 2020)

Fast multi-resolution segmentation for nonstationary Hawkes process using cumulants. - Feng Zhou 011; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (Int. J. Data Sci. Anal., 2020)

Effects of personality traits on user trust in human-machine collaborations. - Jianlong Zhou; Simon Luo; Fang Chen 001 (J. Multimodal User Interfaces, 2020)

Analysis and Insights for Myths Circulating on Twitter During the COVID-19 Pandemic. - Shuiqiao Yang; Jiaojiao Jiang; Arindam Pal 001; Kun Yu 001; Fang Chen 001; Shui Yu 001 (IEEE Open J. Comput. Soc., 2020)

Bias-tolerant Fair Classification. - Yixuan Zhang 006; Feng Zhou 011; Zhidong Li; Yang Wang 002; Fang Chen 001 (ACML, 2021)

Understanding Relations Between Perception of Fairness and Trust in Algorithmic Decision Making. - Jianlong Zhou; Sunny Verma; Mudit Mittal; Fang Chen 001 (BESC, 2021)

Graph Compression Networks. - Ting Guo; Xingquan Zhu 001; Yang Wang 002; Fang Chen 001 (IEEE BigData, 2021)

Failure Prediction for Large-scale Water Pipe Networks Using GNN and Temporal Failure Series. - Shuming Liang; Zhidong Li; Bin Liang 003; Yu Ding; Yang Wang 002; Fang Chen 001 (CIKM, 2021)

Artificial Intelligence in Pilot Training and Education - Towards a Machine Learning Aided Instructor Assistant for Flight Simulators. - Shuiqiao Yang; Kun Yu 001; Thorsten Lammers; Fang Chen 001 (HCI (38), 2021)

Improving Users Engagement Detection using End-to-End Spatio-Temporal Convolutional Neural Networks. - Khaled Saleh; Kun Yu 001; Fang Chen 001 (HRI (Companion), 2021)

Adaptive Graph Co-Attention Networks for Traffic Forecasting. - Boyu Li 003; Ting Guo; Yang Wang 002; Amir H. Gandomi; Fang Chen 001 (PAKDD (1), 2021)

Weak Supervision Network Embedding for Constrained Graph Learning. - Ting Guo; Xingquan Zhu 001; Yang Wang 002; Fang Chen 001 (PAKDD (1), 2021)

A Multi-task Kernel Learning Algorithm for Survival Analysis. - Zizhuo Meng; Jie Xu 008; Zhidong Li; Yang Wang 002; Fang Chen 001; Zhiyong Wang 001 (PAKDD (3), 2021)

Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation. - Jianlong Zhou; Weidong Huang 001; Fang Chen 001 (CoRR, 2021)

Imitation Learning: Progress, Taxonomies and Opportunities. - Boyuan Zheng; Sunny Verma; Jianlong Zhou; Ivor W. Tsang; Fang Chen 001 (CoRR, 2021)

Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction. - Simon Luo; Victor W. Chu; Zhidong Li; Yang Wang 002; Jianlong Zhou; Fang Chen 001; Raymond K. Wong 001 (Int. J. Data Sci. Anal., 2021)

Analysis and Prediction of COVID-19 Using SIR, SEIQR, and Machine Learning Models: Australia, Italy, and UK Cases. - Iman Rahimi; Amir H. Gandomi; Panagiotis G. Asteris; Fang Chen 001 (Inf., 2021)

Exploring region relationships implicitly: Image captioning with visual relationship attention. - Zongjian Zhang; Qiang Wu 001; Yang Wang 002; Fang Chen 001 (Image Vis. Comput., 2021)

Efficient EM-variational inference for nonparametric Hawkes process. - Feng Zhou 011; Simon Luo; Zhidong Li; Xuhui Fan 001; Yang Wang 002; Arcot Sowmya; Fang Chen 001 (Stat. Comput., 2021)

Examination of Community Sentiment Dynamics due to COVID-19 Pandemic: A Case Study from a State in Australia. - Jianlong Zhou; Shuiqiao Yang; Chun Xiao; Fang Chen 001 (SN Comput. Sci., 2021)

Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia. - Jianlong Zhou; Hamad Zogan; Shuiqiao Yang; Shoaib Jameel; Guandong Xu; Fang Chen 001 (IEEE Trans. Comput. Soc. Syst., 2021)

An Effective Multiresolution Hierarchical Granular Representation Based Classifier Using General Fuzzy Min-Max Neural Network. - Thanh Tung Khuat; Fang Chen 001; Bogdan Gabrys (IEEE Trans. Fuzzy Syst., 2021)

Joint Input and Output Space Learning for Multi-Label Image Classification. - Jiahao Xu 002; Hongda Tian; Zhiyong Wang 001; Yang Wang 002; Wenxiong Kang; Fang Chen 001 (IEEE Trans. Multim., 2021)

Are Graph Neural Network Explainers Robust to Graph Noises? - Yiqiao Li 001; Sunny Verma; Shuiqiao Yang; Jianlong Zhou; Fang Chen 001 (AI, 2022)

Video-Based Student Engagement Estimation via Time Convolution Neural Networks for Remote Learning. - Khaled Saleh; Kun Yu 001; Fang Chen 001 (AI, 2022)

Does a Compromise on Fairness Exist in Using AI Models? - Jianlong Zhou; Zhidong Li; Chun Xiao; Fang Chen 001 (AI, 2022)

Effects of Fairness and Explanation on Trust in Ethical AI. - Alessa Angerschmid; Kevin Theuermann; Andreas Holzinger; Fang Chen 001; Jianlong Zhou (CD-MAKE, 2022)

Real-time Attention-Augmented Spatio-Temporal Networks for Video-based Driver Activity Recognition. - Khaled Saleh; Adriana Simona Mihaita; Kun Yu 001; Fang Chen 001 (ITSC, 2022)

Domain Generalization by Learning and Removing Domain-specific Features. - Yu Ding; Lei Wang 001; Bin Liang 003; Shuming Liang; Yang Wang 002; Fang Chen 001 (NeurIPS, 2022)

A Two-Stage Self-adaptive Model for Passenger Flow Prediction on Schedule-Based Railway System. - Boyu Li 003; Ting Guo; Ruimin Li; Yang Wang 002; Amir H. Gandomi; Fang Chen 001 (PAKDD (3), 2022)

A Survey of Facial Capture for Virtual Reality. - Lihang Wen; Jianlong Zhou; Weidong Huang 001; Fang Chen 001 (IEEE Access, 2022)

Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisation. - Artur Grigorev 001; Adriana Simona Mihaita; Seunghyeon Lee; Fang Chen 001 (CoRR, 2022)

A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics. - Yiqiao Li 001; Jianlong Zhou; Sunny Verma; Fang Chen 001 (CoRR, 2022)

De-biased Representation Learning for Fairness with Unreliable Labels. - Yixuan Zhang 006; Feng Zhou 011; Zhidong Li; Yang Wang 002; Fang Chen 001 (CoRR, 2022)

Fairness and Explanation in AI-Informed Decision Making. - Alessa Angerschmid; Jianlong Zhou; Kevin Theuermann; Fang Chen 001; Andreas Holzinger (Mach. Learn. Knowl. Extr., 2022)

Affective Audio Annotation of Public Speeches with Convolutional Clustering Neural Network. - Jiahao Xu 002; Boyan Zhang; Zhiyong Wang 001; Yang Wang 002; Fang Chen 001; Junbin Gao; David Dagan Feng (IEEE Trans. Affect. Comput., 2022)

Boosted Genetic Algorithm Using Machine Learning for Traffic Control Optimization. - Tuo Mao; Adriana Simona Mihaita; Fang Chen 001; Hai Le Vu (IEEE Trans. Intell. Transp. Syst., 2022)

Exploring Pairwise Relationships Adaptively From Linguistic Context in Image Captioning. - Zongjian Zhang; Qiang Wu 001; Yang Wang 002; Fang Chen 001 (IEEE Trans. Multim., 2022)

Fair Representation Learning with Unreliable Labels. - Yixuan Zhang 006; Feng Zhou 011; Zhidong Li; Yang Wang 002; Fang Chen 001 (AISTATS, 2023)

Impact of Fidelity and Robustness of Machine Learning Explanations on User Trust. - Bo Wang; Jianlong Zhou; Yiqiao Li 001; Fang Chen 001 (AI (2), 2023)

ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks. - Yiqiao Li 001; Jianlong Zhou; Yifei Dong; Niusha Shafiabady; Fang Chen 001 (CIKM, 2023)

Extending Boundary Updating Approach for Constrained Multi-objective Optimization Problems. - Iman Rahimi; Amir H. Gandomi; Mohammad Reza Nikoo; Fang Chen 001 (EvoApplications@EvoStar, 2023)

Are People with Cyber Security Training Worse at Checking Phishing Email Addresses? Testing the Automaticity of Verifying the Sender's Address. - Daniel G. Conway; Marcus A. Butavicius; Kun Yu 001; Fang Chen 001 (HAISA, 2023)

Effects of Uncertainty and Knowledge Graph on Perception of Fairness. - Jianlong Zhou; Boyuan Zheng; Fang Chen 001 (IUI Companion, 2023)

ConGCN: Factorized Graph Convolutional Networks for Consensus Recommendation. - Boyu Li 003; Ting Guo; Xingquan Zhu 001; Yang Wang 002; Fang Chen 001 (ECML/PKDD (4), 2023)

SGCCL: Siamese Graph Contrastive Consensus Learning for Personalized Recommendation. - Boyu Li 003; Ting Guo; Xingquan Zhu 001; Qian Li 003; Yang Wang 002; Fang Chen 001 (WSDM, 2023)

Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks. - Michael J. Horry; Subrata Chakraborty; Biswajeet Pradhan; Manoranjan Paul; Jing Zhu; Prabal Datta Barua; Hasan Saeed Mir; Fang Chen 001; Jianlong Zhou; U. Rajendra Acharya (IEEE Access, 2023)

GANExplainer: GAN-based Graph Neural Networks Explainer. - Yiqiao Li 001; Jianlong Zhou; Boyuan Zheng; Fang Chen 001 (CoRR, 2023)

Genetic Imitation Learning by Reward Extrapolation. - Boyuan Zheng; Jianlong Zhou; Fang Chen 001 (CoRR, 2023)

Ethical ChatGPT: Concerns, Challenges, and Commandments. - Jianlong Zhou; Heimo Müller; Andreas Holzinger; Fang Chen 001 (CoRR, 2023)

Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks. - Michael James Horry; Subrata Chakraborty; Biswajeet Pradhan; Manoranjan Paul; Jing Zhu; Prabal Datta Barua; U. Rajendra Acharya; Fang Chen 001; Jianlong Zhou (CoRR, 2023)

Artificial Intelligence Ethics and Trust: From Principles to Practice. - Fang Chen 001; Jianlong Zhou; Andreas Holzinger; Kenneth R. Fleischmann; Simone Stumpf (IEEE Intell. Syst., 2023)

Variational co-embedding learning for attributed network clustering. - Shuiqiao Yang; Sunny Verma; Borui Cai; Jiaojiao Jiang; Kun Yu 001; Fang Chen 001; Shui Yu 001 (Knowl. Based Syst., 2023)

Dataset-Driven Unsupervised Object Discovery for Region-Based Instance Image Retrieval. - Zhongyan Zhang; Lei Wang 001; Yang Wang 002; Luping Zhou; Jianjia Zhang; Fang Chen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Dynamic customer segmentation via hierarchical fragmentation-coagulation processes. - Ling Luo 002; Bin Li 015; Xuhui Fan 001; Yang Wang 002; Irena Koprinska; Fang Chen 001 (Mach. Learn., 2023)

Self-Adaptive Predictive Passenger Flow Modeling for Large-Scale Railway Systems. - Boyu Li 003; Ting Guo; Ruimin Li; Yang Wang 002; Amir H. Gandomi; Fang Chen 001 (IEEE Internet Things J., 2023)

A comparative study on evolutionary multi-objective algorithms for next release problem. - Iman Rahimi; Amir H. Gandomi; Mohammad Reza Nikoo; Fang Chen 001 (Appl. Soft Comput., 2023)

A review on COVID-19 forecasting models. - Iman Rahimi; Fang Chen 001; Amir H. Gandomi (Neural Comput. Appl., 2023)

AI ethics: from principles to practice. - Jianlong Zhou; Fang Chen 001 (AI Soc., 2023)

Leveraging twitter data to understand nurses' emotion dynamics during the COVID-19 pandemic. - Jianlong Zhou; Suzanne Sheppard-Law; Chun Xiao; Judith Smith; Aimee Lamb; Carmen Axisa; Fang Chen 001 (Health Inf. Sci. Syst., 2023)

Chain of Thought Prompting in Vision-Language Model for Vision Reasoning Tasks. - Jianjiu Ou; Jianlong Zhou; Yifei Dong; Fang Chen 001 (AI (2), 2024)

TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes. - Zizhuo Meng; Boyu Li 003; Xuhui Fan 001; Zhidong Li; Yang Wang 002; Fang Chen 001; Feng Zhou 011 (ECAI, 2024)

Shadow Gene Guidance: A Novel Approach for Elevating Genetic Programming Classifications and Boosting Predictive Confidence. - Hassan Gharoun; Mohammad Sadegh Khorshidi; Navid Yazdanjue; Fang Chen 001; Amir H. Gandomi (GECCO Companion, 2024)

Enhancing Classification Through Multi-view Synthesis in Multi-Population Ensemble Genetic Programming. - Mohammad Sadegh Khorshidi; Navid Yazdanjue; Hassan Gharoun; Danial Yazdani; Mohammad Reza Nikoo; Fang Chen 001; Amir H. Gandomi (GECCO Companion, 2024)

Enhancing Explainability of Deep Learning-Based ECG Diagnosis Using Large Language Models. - Shi Wu; Jianlong Zhou; Yifei Dong; Fang Chen 001 (ICAAI, 2024)

VAGNN: Advancing the Generalization of Graph Neural Networks. - Shuming Liang; Yu Ding; Bin Liang 003; Zhidong Li; Siqi Zhang; Yang Wang 002; Fang Chen 001 (ICONIP (1), 2024)

Genetic Imitation Learning by Reward Extrapolation. - Boyuan Zheng; Jianlong Zhou; Jieping Ma; Fang Chen 001 (IJCNN, 2024)

A Hierarchical and Disentangling Interest Learning Framework for Unbiased and True News Recommendation. - Shoujin Wang; Wentao Wang; Xiuzhen Zhang 001; Yan Wang 002; Huan Liu 001; Fang Chen 001 (KDD, 2024)

Causal Learning for Trustworthy Recommender Systems: A Survey. - Jin Li 002; Shoujin Wang; Qi Zhang 020; Longbing Cao; Fang Chen 001; Xiuzhen Zhang 001; Dietmar Jannach; Charu C. Aggarwal (CoRR, 2024)

Interpretable Robotic Manipulation from Language. - Boyuan Zheng; Jianlong Zhou; Fang Chen 001 (CoRR, 2024)

Enhancing Adversarial Attacks via Parameter Adaptive Adversarial Attack. - Zhibo Jin; Jiayu Zhang 001; Zhiyu Zhu; Chenyu Zhang; Jiahao Huang; Jianlong Zhou; Fang Chen 001 (CoRR, 2024)

Enhancing Transferability of Adversarial Attacks with GE-AdvGAN+: A Comprehensive Framework for Gradient Editing. - Zhibo Jin; Jiayu Zhang 001; Zhiyu Zhu; Yuchen Zhang; Jiahao Huang; Jianlong Zhou; Fang Chen 001 (CoRR, 2024)

Trust-informed Decision-Making Through An Uncertainty-Aware Stacked Neural Networks Framework: Case Study in COVID-19 Classification. - Hassan Gharoun; Mohammad Sadegh Khorshidi; Fang Chen 001; Amir H. Gandomi (CoRR, 2024)

Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods. - Shuming Liang; Yu Ding; Zhidong Li; Bin Liang 003; Siqi Zhang; Yang Wang 002; Fang Chen 001 (CoRR, 2024)

AI Ethics in Smart Homes: Progress, User Requirements and Challenges. - Liqian You; Jianlong Zhou; Zhiwei Li; Fang Chen 001 (CoRR, 2024)

Attribution for Enhanced Explanation with Transferable Adversarial eXploration. - Zhiyu Zhu; Jiayu Zhang 001; Zhibo Jin; Huaming Chen; Jianlong Zhou; Fang Chen 001 (CoRR, 2024)

Explaining Imitation Learning Through Frames. - Boyuan Zheng; Jianlong Zhou; Chunjie Liu; Yiqiao Li 001; Fang Chen 001 (IEEE Intell. Syst., 2024)

Reliable and Faithful Generative Explainers for Graph Neural Networks. - Yiqiao Li 001; Jianlong Zhou; Boyuan Zheng; Niusha Shafiabady; Fang Chen 001 (Mach. Learn. Knowl. Extr., 2024)

Automatic Accident Detection, Segmentation and Duration Prediction Using Machine Learning. - Artur Grigorev 001; Adriana Simona Mihaita; Khaled Saleh; Fang Chen 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Few-Shot Stereo Matching with High Domain Adaptability Based on Adaptive Recursive Network. - Rongcheng Wu; Mingzhe Wang; Zhidong Li; Jianlong Zhou; Fang Chen 001; Xuan Wang; Changming Sun (Int. J. Comput. Vis., 2024)

Imitation Learning: Progress, Taxonomies and Challenges. - Boyuan Zheng; Sunny Verma; Jianlong Zhou; Ivor W. Tsang; Fang Chen 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Meta-learning Approaches for Few-Shot Learning: A Survey of Recent Advances. - Hassan Gharoun; Fereshteh Momenifar; Fang Chen 001; Amir H. Gandomi (ACM Comput. Surv., 2024)

Navigating Towards Fairness with Data Selection. - Yixuan Zhang 006; Zhidong Li; Yang Wang 002; Fang Chen 001; Xuhui Fan 001; Feng Zhou 011 (AAAI, 2025)

Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability. - Zhiyu Zhu; Zhibo Jin; Jiayu Zhang 001; Nan Yang; Jiahao Huang; Jianlong Zhou; Fang Chen 001 (ICLR, 2025)

Multimodal Machine Learning for Real Estate Appraisal: A Comprehensive Survey. - Chenya Huang; Bin Liang 003; Zhidong Li; Fang Chen 001 (PAKDD (4), 2025)

A Survey on Enhancing Causal Reasoning Ability of Large Language Models. - Xin Li; Zhuo Cai 003; Shoujin Wang; Kun Yu 001; Fang Chen 001 (PAKDD (4), 2025)

Unleashing the Potential of Diffusion Models Towards Diversified Sequential Recommendations. - Zhuo Cai 003; Shoujin Wang; Victor W. Chu; Usman Naseem; Yang Wang 002; Fang Chen 001 (SIGIR, 2025)

Generating with Fairness: A Modality-Diffused Counterfactual Framework for Incomplete Multimodal Recommendations. - Jin Li 002; Shoujin Wang; Qi Zhang 020; Shui Yu 001; Fang Chen 001 (WWW, 2025)

Semantic-Preserving Feature Partitioning for multi-view ensemble learning. - Mohammad Sadegh Khorshidi; Navid Yazdanjue; Hassan Gharoun; Danial Yazdani; Mohammad Reza Nikoo; Fang Chen 001; Amir H. Gandomi (Inf. Fusion, 2025)

Can LLM Assist in the Evaluation of the Quality of Machine Learning Explanations? - Bo Wang; Yiqiao Li 001; Jianlong Zhou; Fang Chen 001 (CoRR, 2025)

E-LENS: User Requirements-Oriented AI Ethics Assurance. - Jianlong Zhou; Fang Chen 001 (CoRR, 2025)

ABE: A Unified Framework for Robust and Faithful Attribution-Based Explainability. - Zhiyu Zhu; Jiayu Zhang 001; Zhibo Jin; Fang Chen 001; Jianlong Zhou (CoRR, 2025)

Leveraging Neural Networks and Calibration Measures for Confident Feature Selection. - Hassan Gharoun; Navid Yazdanjue; Mohammad Sadegh Khorshidi; Fang Chen 001; Amir H. Gandomi (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

A Language Model-Driven Semi-Supervised Ensemble Framework for Illicit Market Detection Across Deep/Dark Web and Social Platforms. - Navid Yazdanjue; Morteza Rakhshaninejad; Hossein Yazdanjouei; Mohammad Sadegh Khorshidi; Mikko S. Niemelä; Fang Chen 001; Amir H. Gandomi (CoRR, 2025)