Fang Chen

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 155

Top Venues

CoRR

PAKDD (1)

CIKM

CHI Extended Abstracts

Publications

Mohammad Sadegh Khorshidi, Navid Yazdanjue, Hassan Gharoun, Danial Yazdani, Mohammad Reza Nikoo, Fang Chen, Amir H. Gandomi
Semantic-Preserving Feature Partitioning for Multi-View Ensemble Learning. CoRR (2024)
Hassan Gharoun, Mohammad Sadegh Khorshidi, Navid Yazdanjue, Fang Chen, Amir H. Gandomi
Shadow Gene Guidance: A Novel Approach for Elevating Genetic Programming Classifications and Boosting Predictive Confidence. GECCO Companion (2024)
Artur Grigorev, Adriana Simona Mihaita, Khaled Saleh, Fang Chen
Automatic Accident Detection, Segmentation and Duration Prediction Using Machine Learning. IEEE Trans. Intell. Transp. Syst. 25 (2) (2024)
Mohammad Sadegh Khorshidi, Navid Yazdanjue, Hassan Gharoun, Danial Yazdani, Mohammad Reza Nikoo, Fang Chen, Amir H. Gandomi
Enhancing Classification Through Multi-view Synthesis in Multi-Population Ensemble Genetic Programming. GECCO Companion (2024)
Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen
Imitation Learning: Progress, Taxonomies and Challenges. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Rongcheng Wu, Mingzhe Wang, Zhidong Li, Jianlong Zhou, Fang Chen, Xuan Wang, Changming Sun
Few-Shot Stereo Matching with High Domain Adaptability Based on Adaptive Recursive Network. Int. J. Comput. Vis. 132 (5) (2024)
Boyuan Zheng, Jianlong Zhou, Fang Chen
Interpretable Robotic Manipulation from Language. CoRR (2024)
Hassan Gharoun, Fereshteh Momenifar, Fang Chen, Amir H. Gandomi
Meta-learning approaches for few-shot learning: A survey of recent advances. CoRR (2023)
Daniel G. Conway, Marcus A. Butavicius, Kun Yu, Fang Chen
Are People with Cyber Security Training Worse at Checking Phishing Email Addresses? Testing the Automaticity of Verifying the Sender's Address. HAISA (2023)
Fang Chen, Jianlong Zhou, Andreas Holzinger, Kenneth R. Fleischmann, Simone Stumpf
Artificial Intelligence Ethics and Trust: From Principles to Practice. IEEE Intell. Syst. 38 (6) (2023)
Iman Rahimi, Amir H. Gandomi, Mohammad Reza Nikoo, Fang Chen
A comparative study on evolutionary multi-objective algorithms for next release problem. Appl. Soft Comput. 144 (2023)
Shuiqiao Yang, Sunny Verma, Borui Cai, Jiaojiao Jiang, Kun Yu, Fang Chen, Shui Yu
Variational co-embedding learning for attributed network clustering. Knowl. Based Syst. 270 (2023)
Yiqiao Li, Jianlong Zhou, Yifei Dong, Niusha Shafiabady, Fang Chen
ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks. CoRR (2023)
Boyu Li, Ting Guo, Xingquan Zhu, Yang Wang, Fang Chen
ConGCN: Factorized Graph Convolutional Networks for Consensus Recommendation. ECML/PKDD (4) (2023)
Yiqiao Li, Jianlong Zhou, Yifei Dong, Niusha Shafiabady, Fang Chen
ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks. CIKM (2023)
Yiqiao Li, Jianlong Zhou, Boyuan Zheng, Fang Chen
GANExplainer: GAN-based Graph Neural Networks Explainer. CoRR (2023)
Boyu Li, Ting Guo, Ruimin Li, Yang Wang, Amir H. Gandomi, Fang Chen
Self-Adaptive Predictive Passenger Flow Modeling for Large-Scale Railway Systems. IEEE Internet Things J. 10 (16) (2023)
Iman Rahimi, Fang Chen, Amir H. Gandomi
A review on COVID-19 forecasting models. Neural Comput. Appl. 35 (33) (2023)
Jianlong Zhou, Fang Chen
AI ethics: from principles to practice. AI Soc. 38 (6) (2023)
Michael James Horry, Subrata Chakraborty, Biswajeet Pradhan, Manoranjan Paul, Jing Zhu, Prabal Datta Barua, U. Rajendra Acharya, Fang Chen, Jianlong Zhou
Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks. CoRR (2023)
Michael J. Horry, Subrata Chakraborty, Biswajeet Pradhan, Manoranjan Paul, Jing Zhu, Prabal Datta Barua, Hasan Saeed Mir, Fang Chen, Jianlong Zhou, U. Rajendra Acharya
Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks. IEEE Access 11 (2023)
Jianlong Zhou, Suzanne Sheppard-Law, Chun Xiao, Judith Smith, Aimee Lamb, Carmen Axisa, Fang Chen
Leveraging twitter data to understand nurses' emotion dynamics during the COVID-19 pandemic. Health Inf. Sci. Syst. 11 (1) (2023)
Bo Wang, Jianlong Zhou, Yiqiao Li, Fang Chen
Impact of Fidelity and Robustness of Machine Learning Explanations on User Trust. AI (2) (2023)
Ling Luo, Bin Li, Xuhui Fan, Yang Wang, Irena Koprinska, Fang Chen
Dynamic customer segmentation via hierarchical fragmentation-coagulation processes. Mach. Learn. 112 (1) (2023)
Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Fang Chen
Dataset-Driven Unsupervised Object Discovery for Region-Based Instance Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Artur Grigorev, Adriana Simona Mihaita, Seunghyeon Lee, Fang Chen
Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisation. CoRR (2022)
Tuo Mao, Adriana Simona Mihaita, Fang Chen, Hai Le Vu
Boosted Genetic Algorithm Using Machine Learning for Traffic Control Optimization. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Alessa Angerschmid, Kevin Theuermann, Andreas Holzinger, Fang Chen, Jianlong Zhou
Effects of Fairness and Explanation on Trust in Ethical AI. CD-MAKE (2022)
Boyu Li, Ting Guo, Ruimin Li, Yang Wang, Amir H. Gandomi, Fang Chen
A Two-Stage Self-adaptive Model for Passenger Flow Prediction on Schedule-Based Railway System. PAKDD (3) (2022)
Alessa Angerschmid, Jianlong Zhou, Kevin Theuermann, Fang Chen, Andreas Holzinger
Fairness and Explanation in AI-Informed Decision Making. Mach. Learn. Knowl. Extr. 4 (2) (2022)
Khaled Saleh, Adriana Simona Mihaita, Kun Yu, Fang Chen
Real-time Attention-Augmented Spatio-Temporal Networks for Video-based Driver Activity Recognition. ITSC (2022)
Yu Ding, Lei Wang, Bin Liang, Shuming Liang, Yang Wang, Fang Chen
Domain Generalization by Learning and Removing Domain-specific Features. NeurIPS (2022)
Jianlong Zhou, Zhidong Li, Chun Xiao, Fang Chen
Does a Compromise on Fairness Exist in Using AI Models? AI (2022)
Khaled Saleh, Kun Yu, Fang Chen
Video-Based Student Engagement Estimation via Time Convolution Neural Networks for Remote Learning. AI (2022)
Lihang Wen, Jianlong Zhou, Weidong Huang, Fang Chen
A Survey of Facial Capture for Virtual Reality. IEEE Access 10 (2022)
Jiahao Xu, Boyan Zhang, Zhiyong Wang, Yang Wang, Fang Chen, Junbin Gao, David Dagan Feng
Affective Audio Annotation of Public Speeches with Convolutional Clustering Neural Network. IEEE Trans. Affect. Comput. 13 (1) (2022)
Yiqiao Li, Jianlong Zhou, Sunny Verma, Fang Chen
A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics. CoRR (2022)
Yiqiao Li, Sunny Verma, Shuiqiao Yang, Jianlong Zhou, Fang Chen
Are Graph Neural Network Explainers Robust to Graph Noises? AI (2022)
Zongjian Zhang, Qiang Wu, Yang Wang, Fang Chen
Exploring Pairwise Relationships Adaptively From Linguistic Context in Image Captioning. IEEE Trans. Multim. 24 (2022)
Jianlong Zhou, Shuiqiao Yang, Chun Xiao, Fang Chen
Examination of Community Sentiment Dynamics due to COVID-19 Pandemic: A Case Study from a State in Australia. SN Comput. Sci. 2 (3) (2021)
Jianlong Zhou, Hamad Zogan, Shuiqiao Yang, Shoaib Jameel, Guandong Xu, Fang Chen
Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia. IEEE Trans. Comput. Soc. Syst. 8 (4) (2021)
Zongjian Zhang, Qiang Wu, Yang Wang, Fang Chen
Exploring region relationships implicitly: Image captioning with visual relationship attention. Image Vis. Comput. 109 (2021)
Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong
Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction. Int. J. Data Sci. Anal. 12 (1) (2021)
Khaled Saleh, Kun Yu, Fang Chen
Improving Users Engagement Detection using End-to-End Spatio-Temporal Convolutional Neural Networks. HRI (Companion) (2021)
Boyuan Zheng, Sunny Verma, Jianlong Zhou, Ivor W. Tsang, Fang Chen
Imitation Learning: Progress, Taxonomies and Opportunities. CoRR (2021)
Feng Zhou, Simon Luo, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
Efficient EM-variational inference for nonparametric Hawkes process. Stat. Comput. 31 (4) (2021)
Shuiqiao Yang, Kun Yu, Thorsten Lammers, Fang Chen
Artificial Intelligence in Pilot Training and Education - Towards a Machine Learning Aided Instructor Assistant for Flight Simulators. HCI (38) (2021)
Jianlong Zhou, Weidong Huang, Fang Chen
Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation. CoRR (2021)
Jiahao Xu, Hongda Tian, Zhiyong Wang, Yang Wang, Wenxiong Kang, Fang Chen
Joint Input and Output Space Learning for Multi-Label Image Classification. IEEE Trans. Multim. 23 (2021)
Thanh Tung Khuat, Fang Chen, Bogdan Gabrys
An Effective Multiresolution Hierarchical Granular Representation Based Classifier Using General Fuzzy Min-Max Neural Network. IEEE Trans. Fuzzy Syst. 29 (2) (2021)
Zizhuo Meng, Jie Xu, Zhidong Li, Yang Wang, Fang Chen, Zhiyong Wang
A Multi-task Kernel Learning Algorithm for Survival Analysis. PAKDD (3) (2021)
Shuiqiao Yang, Sunny Verma, Borui Cai, Jiaojiao Jiang, Kun Yu, Fang Chen, Shui Yu
Variational Co-embedding Learning for Attributed Network Clustering. CoRR (2021)
Shuiqiao Yang, Jiaojiao Jiang, Arindam Pal, Kun Yu, Fang Chen, Shui Yu
Analysis and Insights for Myths Circulating on Twitter During the COVID-19 Pandemic. IEEE Open J. Comput. Soc. 1 (2020)
Thanh Tung Khuat, Fang Chen, Bogdan Gabrys
An Improved Online Learning Algorithm for General Fuzzy Min-Max Neural Network. IJCNN (2020)
Bin Liang, Sunny Verma, Jie Xu, Shuming Liang, Zhidong Li, Yang Wang, Fang Chen
A Data Driven Approach for Leak Detection with Smart Sensors. ICARCV (2020)
Sunny Verma, Jiwei Wang, Zhefeng Ge, Rujia Shen, Fan Jin, Yang Wang, Fang Chen, Wei Liu
Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis. ICDM (2020)
Jianlong Zhou, Hamad Zogan, Shuiqiao Yang, Shoaib Jameel, Guandong Xu, Fang Chen
Detecting Community Depression Dynamics Due to COVID-19 Pandemic in Australia. CoRR (2020)
Sunny Verma, Jiwei Wang, Zhefeng Ge, Rujia Shen, Fan Jin, Yang Wang, Fang Chen, Wei Liu
Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis. CoRR (2020)
Jianlong Zhou, Fang Chen, Andreas Holzinger
Towards Explainability for AI Fairness. xxAI@ICML (2020)
Jianlong Zhou, Fang Chen, Adam Berry, Mike Reed, Shujia Zhang, Siobhan Savage
A Survey on Ethical Principles of AI and Implementations. SSCI (2020)
Jianlong Zhou, Shuiqiao Yang, Chun Xiao, Fang Chen
Examination of community sentiment dynamics due to covid-19 pandemic: a case study from Australia. CoRR (2020)
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
Fast multi-resolution segmentation for nonstationary Hawkes process using cumulants. Int. J. Data Sci. Anal. 10 (4) (2020)
Siqi Zhang, Ling Luo, Zhidong Li, Yang Wang, Fang Chen, Richard Xu
Simultaneous Customer Segmentation and Behavior Discovery. ICONIP (4) (2020)
Jianlong Zhou, Weidong Huang, Fang Chen
A Radial Visualisation for Model Comparison and Feature Identification. PacificVis (2020)
Jianlong Zhou, Simon Luo, Fang Chen
Effects of personality traits on user trust in human-machine collaborations. J. Multimodal User Interfaces 14 (4) (2020)
Thanh Tung Khuat, Fang Chen, Bogdan Gabrys
An improved online learning algorithm for general fuzzy min-max neural network. CoRR (2020)
Yongzhe Chang, Zhidong Li, Bang Zhang, Ling Luo, Arcot Sowmya, Yang Wang, Fang Chen
Recovering DTW Distance Between Noise Superposed NHPP. PAKDD (2) (2019)
Thanh Tung Khuat, Fang Chen, Bogdan Gabrys
An Effective Multi-Resolution Hierarchical Granular Representation based Classifier using General Fuzzy Min-Max Neural Network. CoRR (2019)
Victor W. Chu, Raymond K. Wong, Fang Chen, Ivan Ho, Joe Lee
Enhancing portfolio return based on sentiment-of-topic. Data Knowl. Eng. 123 (2019)
Bin Liang, Dammika Vitanage, Corinna Doolan, Zhidong Li, Ronnie Taib, George Mathews, Yang Wang, Shiyang Lu, Fang Chen, Tin Hua, Andrew Peters
Predicting Water Quality for the Woronora Delivery Network with Sparse Samples. ICDM (2019)
Nguyen Lu Dang Khoa, Hongda Tian, Yang Wang, Fang Chen
Online Data Fusion Using Incremental Tensor Learning. PAKDD (1) (2019)
Jianlong Zhou, Huaiwen Hu, Zhidong Li, Kun Yu, Fang Chen
Physiological Indicators for User Trust in Machine Learning with Influence Enhanced Fact-Checking. CD-MAKE (2019)
Yanchang Zhao, Bin Liang, Yang Wang, Shaobo Dang, Ronnie Taib, Fang Chen, Tin Hua, Dammika Vitanage, Corinna Doolan
Optimising Pump Scheduling for Water Distribution Networks. Australasian Conference on Artificial Intelligence (2019)
Hongda Tian, Nguyen Lu Dang Khoa, Ali Anaissi, Yang Wang, Fang Chen
Concept Drift Adaption for Online Anomaly Detection in Structural Health Monitoring. CIKM (2019)
Fang Chen, Carlos Duarte, Wai-Tat Fu
Special Issue on Highlights of ACM Intelligent User Interface (IUI) 2017. ACM Trans. Interact. Intell. Syst. 9 (2-3) (2019)
Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong
Multitask Learning for Sparse Failure Prediction. PAKDD (1) (2019)
Zongjian Zhang, Qiang Wu, Yang Wang, Fang Chen
High-Quality Image Captioning With Fine-Grained and Semantic-Guided Visual Attention. IEEE Trans. Multim. 21 (7) (2019)
Quan Do, Sunny Verma, Fang Chen, Wei Liu
Multiple Knowledge Transfer for Cross-Domain Recommendation. PRICAI (3) (2019)
Ting Guo, Xingquan Zhu, Yang Wang, Fang Chen
Discriminative Sample Generation for Deep Imbalanced Learning. IJCAI (2019)
Jianlong Zhou, Zhidong Li, Huaiwen Hu, Kun Yu, Fang Chen, Zelin Li, Yang Wang
Effects of Influence on User Trust in Predictive Decision Making. CHI Extended Abstracts (2019)
Zongjian Zhang, Yang Wang, Qiang Wu, Fang Chen
Visual Relationship Attention for Image Captioning. IJCNN (2019)
Feng Zhou, Yixuan Zhang, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
Hawkes Process with Stochastic Triggering Kernel. PAKDD (1) (2019)
Kun Yu, Ronnie Taib, Marcus A. Butavicius, Kathryn Parsons, Fang Chen
Mouse Behavior as an Index of Phishing Awareness. INTERACT (1) (2019)
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation. CoRR (2019)
Asso Hamzehei, Raymond K. Wong, Danai Koutra, Fang Chen
Collaborative topic regression for predicting topic-based social influence. Mach. Learn. 108 (10) (2019)
Yongzhe Chang, Zhidong Li, Ling Luo, Simon Luo, Arcot Sowmya, Yang Wang, Fang Chen
Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence. ICONIP (2) (2019)
Kun Yu, Shlomo Berkovsky, Ronnie Taib, Jianlong Zhou, Fang Chen
Do I trust my machine teammate?: an investigation from perception to decision. IUI (2019)
Tao Wen, Chen Cai, Lauren Gardner, Vinayak V. Dixit, S. Travis Waller, Fang Chen
A Strategic User Equilibrium for Independently Distributed Origin-Destination Demands. Comput. Aided Civ. Infrastructure Eng. 33 (4) (2018)
Mohammad Ebrahimi, Elaheh ShafieiBavani, Raymond K. Wong, Fang Chen
Leveraging Local Interactions for Geolocating Social Media Users. PAKDD (3) (2018)
Jianlong Zhou, Syed Z. Arshad, Xiuying Wang, Zhidong Li, Dagan Feng, Fang Chen
End-User Development for Interactive Data Analytics: Uncertainty, Correlation and User Confidence. IEEE Trans. Affect. Comput. 9 (3) (2018)
Jianjia Zhang, Bin Li, Xuhui Fan, Yang Wang, Fang Chen
Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study. PAKDD (1) (2018)
Jianlong Zhou, Fang Chen
: revealing human cognition states in data analytics-driven decision making with a multimodal interface. J. Multimodal User Interfaces 12 (2) (2018)
Bin Liang, Zhidong Li, Yang Wang, Fang Chen
Long-Term RNN: Predicting Hazard Function for Proactive Maintenance of Water Mains. CIKM (2018)
Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Fang Chen
Instance Image Retrieval by Aggregating Sample-based Discriminative Characteristics. ICMR (2018)
Victor W. Chu, Raymond K. Wong, Chi-Hung Chi, Fang Chen
Extreme Topic Model for Market eAlert Service. SCC (2018)
Sharon L. Oviatt, Kevin Hang, Jianlong Zhou, Kun Yu, Fang Chen
Dynamic Handwriting Signal Features Predict Domain Expertise. ACM Trans. Interact. Intell. Syst. 8 (3) (2018)
Tao Wen, Lauren Gardner, Vinayak V. Dixit, S. Travis Waller, Chen Cai, Fang Chen
Two Methods to Calibrate the Total Travel Demand and Variability for a Regional Traffic Network. Comput. Aided Civ. Infrastructure Eng. 33 (4) (2018)
Mohammad Ebrahimi, Elaheh ShafieiBavani, Raymond K. Wong, Fang Chen
Twitter user geolocation by filtering of highly mentioned users. J. Assoc. Inf. Sci. Technol. 69 (7) (2018)
Weihong Wang, Jie Xu, Yang Wang, Chen Cai, Fang Chen
DualBoost: Handling Missing Values with Feature Weights and Weak Classifiers that Abstain. CIKM (2018)
Bang Zhang, Lelin Zhang, Ting Guo, Yang Wang, Fang Chen
Simultaneous Urban Region Function Discovery and Popularity Estimation via an Infinite Urbanization Process Model. KDD (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fang Chen