Wentao Fan

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 110

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Neurocomputing

Appl. Intell.

Eng. Appl. Artif. Intell.

Publications

Jie Zhang, Wentao Fan, Xin Liu
Spiking generative networks empowered by multiple dynamic experts for lifelong learning. Expert Syst. Appl. 238 (Part B) (2024)
Zhiwen Luo, Manar Amayri, Wentao Fan, Koffi Eddy Ihou, Nizar Bouguila
Parallel inference for cross-collection latent generalized Dirichlet allocation model and applications. Expert Syst. Appl. 238 (Part A) (2024)
Kunxiong Xu, Wentao Fan, Xin Liu
Unsupervised Disentanglement Learning via Dirichlet Variational Autoencoder. IEA/AIE (1) (2023)
Wentao Fan, Weimin Shangguan, Nizar Bouguila
Continuous image anomaly detection based on contrastive lifelong learning. Appl. Intell. 53 (14) (2023)
Wentao Fan, Hanyuan Huang, Chen Liang, Xin Liu, Shu-Juan Peng
Unsupervised meta-learning via spherical latent representations and dual VAE-GAN. Appl. Intell. 53 (19) (2023)
Xuebin Jin, Yewang Chen, Wentao Fan, Yong Zhang, Jixiang Du
Fast algorithm for parallel solving inversion of large scale small matrices based on GPU. J. Supercomput. 79 (16) (2023)
Jie Zhang, Wentao Fan, Xin Liu
Spiking Generative Networks in Lifelong Learning Environment. IEA/AIE (1) (2023)
Jie Zhang, Wentao Fan, Xin Liu
An ANN-Guided Approach to Task-Free Continual Learning with Spiking Neural Networks. PRCV (8) (2023)
Lin Yang, Wentao Fan, Nizar Bouguila
Deep Clustering Analysis via Dual Variational Autoencoder With Spherical Latent Embeddings. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Jiaxun Guo, Manar Amayri, Fatma Najar, Wentao Fan, Nizar Bouguila
Occupancy estimation in smart buildings using predictive modeling in imbalanced domains. J. Ambient Intell. Humaniz. Comput. 14 (8) (2023)
Zhiwen Luo, Manar Amayri, Wentao Fan, Nizar Bouguila
A Selective Supervised Latent Beta-Liouville Allocation for Document Classification. IEA/AIE (1) (2023)
Wentao Fan, Fan Yang, Peilong Wang, Mao Miao, Pengcheng Zhao, Tao Huang
DRL-Based Service Function Chain Edge-to-Edge and Edge-to-Cloud Joint Offloading in Edge-Cloud Network. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila
Liouville-Based Predictive Models for Occupancy Estimation Using Small Training Data. IEEE Internet Things J. 10 (21) (2023)
Oumayma Dalhoumi, Nizar Bouguila, Manar Amayri, Wentao Fan
Bayesian Matrix Factorization for Semibounded Data. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Wentao Fan, Weimin Shangguan, Yewang Chen
Transformer-based contrastive learning framework for image anomaly detection. Int. J. Mach. Learn. Cybern. 14 (10) (2023)
Zhiwen Luo, Manar Amayri, Wentao Fan, Nizar Bouguila
Cross-collection latent Beta-Liouville allocation model training with privacy protection and applications. Appl. Intell. 53 (14) (2023)
Wentao Fan, Lidan Zeng, Tian Wang
Uncertainty quantification in molecular property prediction through spherical mixture density networks. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Chen Liang, Wentao Fan, Xin Liu, Shu-Juan Peng
A Contrastive Method for Continual Generalized Zero-Shot Learning. IEA/AIE (1) (2023)
Lin Yang, Wentao Fan, Nizar Bouguila
Clustering Analysis via Deep Generative Models With Mixture Models. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila
A Generalized Inverted Dirichlet Predictive Model for Activity Recognition Using Small Training Data. IEA/AIE (2022)
Narges Manouchehri, Nizar Bouguila, Wentao Fan
Expectation propagation learning of finite multivariate Beta mixture models and applications. Neural Comput. Appl. 34 (17) (2022)
Qinyang Li, Wentao Fan
Mixture Density Hyperspherical Generative Adversarial Networks. ICIAI (2022)
Wentao Fan, Manar Amayri, Nizar Bouguila
Stochastic Expectation Propagation Learning for Unsupervised Feature Selection. ICCCI (CCIS Volume) (2022)
Wentao Fan, Lin Yang, Nizar Bouguila
Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models With Watson Distributions. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Wentao Fan, Fuyuan Xiao
A complex Jensen-Shannon divergence in complex evidence theory with its application in multi-source information fusion. Eng. Appl. Artif. Intell. 116 (2022)
Xiaofeng Lu, Wentao Fan
Transformer-based Encoder-Decoder Model for Surface Defect Detection. ICIAI (2022)
Ali Baghdadi, Narges Manouchehri, Zachary Patterson, Wentao Fan, Nizar Bouguila
Hierarchical Dirichlet and Pitman-Yor process mixtures of shifted-scaled Dirichlet distributions for proportional data modeling. Comput. Intell. 38 (6) (2022)
Bingwei Ge, Nizar Bouguila, Wentao Fan
Single-target visual tracking using color compression and spatially weighted generalized Gaussian mixture models. Pattern Anal. Appl. 25 (2) (2022)
Lin Yang, Wentao Fan, Nizar Bouguila
Robust unsupervised image categorization based on variational autoencoder with disentangled latent representations. Knowl. Based Syst. 246 (2022)
Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila
Beta-Liouville and Inverted Beta-Liouville Based Predictive Models for Occupancy Detection using Small Training Data. SSCI (2022)
Wentao Fan, Wenjuan Hou
Unsupervised modeling and feature selection of sequential spherical data through nonparametric hidden Markov models. Int. J. Mach. Learn. Cybern. 13 (10) (2022)
Wentao Fan, Chen Liang, Tian Wang
Contrastive semantic disentanglement in latent space for generalized zero-shot learning. Knowl. Based Syst. 257 (2022)
Weimin Shangguan, Wentao Fan, Ziyi Chen
Semi-Supervised Anomaly Detection Based on Deep Generative Models with Transformer. ICIAI (2022)
Jiaojiao Zhu, Wentao Fan
ECG Data Modeling and Analyzing via Deep Representation Learning and Nonparametric Hidden Markov Models. SIGIR (2021)
Shu-Juan Peng, He Zhang, Xin Liu, Wentao Fan, Bineng Zhong, Ji-Xiang Du
Real-time video dehazing via incremental transmission learning and spatial-temporally coherent regularization. Neurocomputing 458 (2021)
Ziyi Chen, Dilong Li, Wentao Fan, Haiyan Guan, Cheng Wang, Jonathan Li
Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation of Building Rooftops in Optical Remote Sensing Images. Remote. Sens. 13 (13) (2021)
Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Manar Amayri, Wentao Fan
Entropy-based Variational Learning of Finite Inverted Beta-Liouville Mixture Model. FLAIRS Conference (2021)
Wentao Fan, Zhiyan Guo, Nizar Bouguila, Wenjuan Hou
Clustering-Based Online News Topic Detection and Tracking Through Hierarchical Bayesian Nonparametric Models. SIGIR (2021)
Narges Manouchehri, Nizar Bouguila, Wentao Fan
Nonparametric variational learning of multivariate beta mixture models in medical applications. Int. J. Imaging Syst. Technol. 31 (1) (2021)
Narges Manouchehri, Nizar Bouguila, Wentao Fan
Batch and Online Variational Learning of Hierarchical Pitman-Yor Mixtures of Multivariate Beta Distributions. ICMLA (2021)
Jinhan Yi, Xin Liu, Yiu-ming Cheung, Xing Xu, Wentao Fan, Yi He
Efficient Online Label Consistent Hashing for Large-Scale Cross-Modal Retrieval. ICME (2021)
Kamal Maanicshah, Manar Amayri, Nizar Bouguila, Wentao Fan
Unsupervised Learning Using Variational Inference on Finite Inverted Dirichlet Mixture Models with Component Splitting. Wirel. Pers. Commun. 119 (2) (2021)
Jiaojiao Zhu, Wentao Fan
Infinite Von Mises-Fisher Mixture Model and Its Application to Gene Expression Data Clustering. ICIAI (2021)
Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Wentao Fan
Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model. ACIIDS (2021)
Ziyi Chen, Cheng Wang, Jonathan Li, Wentao Fan, Jixiang Du, Bineng Zhong
Adaboost-like End-to-End multiple lightweight U-nets for road extraction from optical remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 100 (2021)
Wentao Fan, Ru Wang, Nizar Bouguila
Simultaneous positive sequential vectors modeling and unsupervised feature selection via continuous hidden Markov models. Pattern Recognit. 119 (2021)
Narges Manouchehri, Nizar Bouguila, Wentao Fan
Batch and online variational learning of hierarchical Dirichlet process mixtures of multivariate Beta distributions in medical applications. Pattern Anal. Appl. 24 (4) (2021)
Yi He, Xin Liu, Yiu-Ming Cheung, Shu-Juan Peng, Jinhan Yi, Wentao Fan
Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval. SIGIR (2021)
Jiaxun Guo, Manar Amayri, Nizar Bouguila, Wentao Fan
A Hybrid of Interactive Learning and Predictive Modeling for Occupancy Estimation in Smart Buildings. IEEE Trans. Consumer Electron. 67 (4) (2021)
Lin Yang, Yuhang Liu, Wentao Fan
Axial Data Modeling with Collapsed Nonparametric Watson Mixture Models and Its Application to Depth Image Analysis. PRCV (2) (2020)
Wentao Fan, Fan Yang
Centralized Trust-Based In-Band Control for SDN Control Channel. IEEE Access 8 (2020)
Xiaodong Wang, Zhen Liu, Nana Wang, Wentao Fan
Relational Metric Learning with Dual Graph Attention Networks for Social Recommendation. PAKDD (1) (2020)
Ziyang Song, Samr Ali, Nizar Bouguila, Wentao Fan
Nonparametric hierarchical mixture models based on asymmetric Gaussian distribution. Digit. Signal Process. 106 (2020)
Meeta Kalra, Nizar Bouguila, Wentao Fan
Online variational learning of finite inverted Beta-Liouville mixture model for biomedical analysis. Int. J. Imaging Syst. Technol. 30 (3) (2020)
Ziyi Chen, Wentao Fan, Bineng Zhong, Jonathan Li, Jixiang Du, Cheng Wang
Corse-to-Fine Road Extraction Based on Local Dirichlet Mixture Models and Multiscale-High-Order Deep Learning. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Rui Wang, Xin Liu, Yiu-ming Cheung, Kai Cheng, Nannan Wang, Wentao Fan
Learning Discriminative Joint Embeddings for Efficient Face and Voice Association. SIGIR (2020)
Wentao Fan, Nizar Bouguila
Modeling and Clustering Positive Vectors via Nonparametric Mixture Models of Liouville Distributions. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Wentao Fan, Nizar Bouguila
Spherical data clustering and feature selection through nonparametric Bayesian mixture models with von Mises distributions. Eng. Appl. Artif. Intell. 94 (2020)
Guofeng Lin, Wentao Fan
Unsupervised Video Object Segmentation Based on Mixture Models and Saliency Detection. Neural Process. Lett. 51 (1) (2020)
Zhiyan Guo, Wentao Fan
Image Segmentation Based on Finite IBL Mixture Model with a Dirichlet Compound Multinomial Prior. AIPR (2020)
Narges Manouchehri, Hieu Nguyen, Pantea Koochemeshkian, Nizar Bouguila, Wentao Fan
Online Variational Learning of Dirichlet Process Mixtures of Scaled Dirichlet Distributions. Inf. Syst. Frontiers 22 (5) (2020)
Yewang Chen, Xiaoliang Hu, Wentao Fan, Lianlian Shen, Zheng Zhang, Xin Liu, Ji-Xiang Du, Haibo Li, Yi Chen, Hailin Li
Fast density peak clustering for large scale data based on kNN. Knowl. Based Syst. 187 (2020)
Wentao Fan, Lin Yang, Nizar Bouguila, Yewang Chen
Sequentially spherical data modeling with hidden Markov models and its application to fMRI data analysis. Knowl. Based Syst. 206 (2020)
Xingzhi Wang, Xin Liu, Zhikai Hu, Nannan Wang, Wentao Fan, Ji-Xiang Du
Semi-Supervised Semantic-Preserving Hashing for Efficient Cross-Modal Retrieval. ICME (2019)
Zhenhua Liu, Liuyang Liu, Wentao Fan
Design and Application of Rural Road Lifecycle Management Information System. ICITE (2019)
Kamal Maanicshah, Nizar Bouguila, Wentao Fan
Variational Learning for Finite Generalized Inverted Dirichlet Mixture Models with a Component Splitting Approach. ISIE (2019)
Yu Zhang, Wentao Fan, Nizar Bouguila
Unsupervised Image Categorization Based on Variational Autoencoder and Student's-T Mixture Model. SSCI (2019)
Kamal Maanicshah, Samr Ali, Wentao Fan, Nizar Bouguila
Unsupervised Variational Learning of Finite Generalized Inverted Dirichlet Mixture Models with Feature Selection and Component Splitting. ICIAR (2) (2019)
Wentao Fan, Nizar Bouguila, Ji-Xiang Du, Xin Liu
Axially Symmetric Data Clustering Through Dirichlet Process Mixture Models of Watson Distributions. IEEE Trans. Neural Networks Learn. Syst. 30 (6) (2019)
Can Hu, Wentao Fan, Ji-Xiang Du, Nizar Bouguila
A novel statistical approach for clustering positive data based on finite inverted Beta-Liouville mixture models. Neurocomputing 333 (2019)
Ru Wang, Wentao Fan
Positive Sequential Data Modeling Using Continuous Hidden Markov Models Based on Inverted Dirichlet Mixtures. IEEE Access 7 (2019)
Wentao Fan, Nizar Bouguila
Nonparametric Hierarchical Bayesian Models for Positive Data Clustering Based on Inverted Dirichlet-Based Distributions. IEEE Access 7 (2019)
Yiting Lin, Bineng Zhong, Guorong Li, Sicheng Zhao, Ziyi Chen, Wentao Fan
Localization-Aware Meta Tracker Guided With Adversarial Features. IEEE Access 7 (2019)
Narges Manouchehri, Maryam Rahmanpour, Nizar Bouguila, Wentao Fan
Learning of Multivariate Beta Mixture Models via Entropy-based component splitting. SSCI (2019)
Wentao Fan, Fuyuan Xiao
A New Conflict Management in Evidence Theory Based on DEMATEL Method. J. Sensors 2019 (2019)
Wentao Fan, Nizar Bouguila
Simultaneous clustering and feature selection via nonparametric Pitman-Yor process mixture models. Int. J. Mach. Learn. Cybern. 10 (10) (2019)
Wentao Fan, Nizar Bouguila, Xin Liu
A nonparametric Bayesian learning model using accelerated variational inference and feature selection. Pattern Anal. Appl. 22 (1) (2019)
Wentao Fan, Nizar Bouguila, Sami Bourouis, Yacine Laalaoui
Entropy-based variational Bayes learning framework for data clustering. IET Image Process. 12 (10) (2018)
Xin Liu, Meng Xu, Shu-Juan Peng, Wentao Fan, Ji-Xiang Du
Efficient human motion capture data annotation via multi-view spatiotemporal feature fusion. IET Signal Process. 12 (3) (2018)
Jiangpeng Fu, Wentao Fan, Nizar Bouguila
A Novel Approach for Anomaly Event Detection in Videos Based on Autoencoders and SE Networks. ISIVC (2018)
Wentao Fan, Nizar Bouguila
An Accelerated Variational Framework for Face Expression Recognition. BlackSeaCom (2018)
Xiu-Hong Yang, Ji-Xiang Du, Hongbo Zhang, Wentao Fan
Fine-Grained Recognition of Vegetable Images Based on Multi-scale Convolution Neural Network. ICIC (2) (2018)
Wentao Fan, Sami Bourouis, Nizar Bouguila, Fahd M. Aldosari, Hassen Sallay, K. M. Jamil Khayyat
EP-Based Infinite Inverted Dirichlet Mixture Learning: Application to Image Spam Detection. IEA/AIE (2018)
Xin Liu, An Li, Ji-Xiang Du, Shu-Juan Peng, Wentao Fan
Efficient cross-modal retrieval via flexible supervised collective matrix factorization hashing. Multim. Tools Appl. 77 (21) (2018)
Wentao Fan, Can Hu, Ji-Xiang Du, Nizar Bouguila
A Novel Model-Based Approach for Medical Image Segmentation Using Spatially Constrained Inverted Dirichlet Mixture Models. Neural Process. Lett. 47 (2) (2018)
Can Hu, Wentao Fan, Ji-Xiang Du, Yuchen Zeng
Model-Based segmentation of image data using spatially constrained mixture models. Neurocomputing 283 (2018)
Zhikai Hu, Xin Liu, An Li, Bineng Zhong, Wentao Fan, Ji-Xiang Du
Efficient Cross-modal Retrieval via Discriminative Deep Correspondence Model. CCCV (1) (2017)
Yi-Liang Nie, Ji-Xiang Du, Wentao Fan
A Hashing Image Retrieval Method Based on Deep Learning and Local Feature Fusion. ICIC (1) (2017)
Wentao Fan, Hassen Sallay, Nizar Bouguila
Online Learning of Hierarchical Pitman-Yor Process Mixture of Generalized Dirichlet Distributions With Feature Selection. IEEE Trans. Neural Networks Learn. Syst. 28 (9) (2017)
Can Hu, Wentao Fan, Ji-Xiang Du, Nan Xie
Spatially variant mixture model for natural image segmentation. J. Electronic Imaging 26 (4) (2017)
Yu-Hang Liu, Xin Liu, Wentao Fan, Bineng Zhong, Ji-Xiang Du
Efficient Audio-Visual Speaker Recognition via Deep Heterogeneous Feature Fusion. CCBR (2017)
Wentao Fan, Nizar Bouguila, Xin Liu
A hierarchical Dirichlet process mixture of GID Distributions with feature selection for spatio-temporal video modeling and segmentation. ICASSP (2017)
Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila, Ji-Xiang Du
Proportional data modeling via entropy-based variational bayes learning of mixture models. Appl. Intell. 47 (2) (2017)
Wentao Fan, Nizar Bouguila
A Nonparametric Hierarchical Bayesian Model and Its Application on Multimodal Person Identity Verification. ISVC (2) (2016)
Lu Li, Wentao Fan, Ji-Xiang Du, Jing Wang
A Novel Image Segmentation Approach Based on Truncated Infinite Student's t-mixture Model. ICIC (3) (2016)
Mingxing Lin, Qingdong Wang, Xiaojun Ju, Wentao Fan
The research of double-nut ball screw preload based on GMA. URAI (2016)
Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis
Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications. Soft Comput. 20 (3) (2016)
DePeng Zheng, Ji-Xiang Du, Wentao Fan, Jing Wang, Chuan-Min Zhai
Deep Learning with PCANet for Human Age Estimation. ICIC (2) (2016)
Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila, Ji-Xiang Du
Accelerated variational inference for Beta-Liouville mixture learning with application to 3D shapes recognition. CoDIT (2016)
Wentao Fan, Nizar Bouguila
Model-Based Clustering Based on Variational Learning of Hierarchical Infinite Beta-Liouville Mixture Models. Neural Process. Lett. 44 (2) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wentao Fan