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Wentao Fan
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2020 – today
- 2024
- [j81]Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila:
A scaled dirichlet-based predictive model for occupancy estimation in smart buildings. Appl. Intell. 54(11-12): 6981-6996 (2024) - [j80]Wentao Fan, Jun Yao, Shiyuan Cui, Yan Wang, Shuo Xu, Yuehui Tan, Fan Yang, Weihong Wu:
Bi-LSTM/GRU-based anomaly diagnosis for virtual network function instance. Comput. Networks 249: 110515 (2024) - [j79]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): 121720 (2024) - [j78]Jie Zhang, Wentao Fan, Xin Liu:
Spiking generative networks empowered by multiple dynamic experts for lifelong learning. Expert Syst. Appl. 238(Part B): 121845 (2024) - [j77]Chao Zhang, Wentao Fan, Bo Wang, Chunlin Chen, Huaxiong Li:
Self-paced semi-supervised feature selection with application to multi-modal Alzheimer's disease classification. Inf. Fusion 107: 102345 (2024) - [j76]Lidan Zeng, Wentao Fan, Nizar Bouguila:
Probabilistic rotation modeling based on directional mixture density networks. Inf. Sci. 662: 120231 (2024) - [j75]Wentao Fan, Chenwen Yang, Kaiyi Luo, Min Zhang, Huaxiong Li:
Category correlations embedded semantic centers hashing for cross-modal retrieval. Inf. Sci. 683: 121262 (2024) - [j74]Wei Xu, Linhong Li, Wentao Fan, Liwei Liu:
Optimal control of a two-phase heterogeneous service retrial queueing system with collisions and delayed vacations. J. Appl. Math. Comput. 70(4): 2879-2906 (2024) - [j73]Chao Zhang, Wentao Fan, Huaxiong Li, Chunlin Chen:
Multi-level graph regularized robust multi-modal feature selection for Alzheimer's disease classification. Knowl. Based Syst. 293: 111676 (2024) - [j72]Kunxiong Xu, Wentao Fan, Xin Liu:
Deep generative clustering methods based on disentangled representations and augmented data. Int. J. Mach. Learn. Cybern. 15(10): 4575-4588 (2024) - [j71]Wentao Fan, Lin Yang, Nizar Bouguila:
Grouped Spherical Data Modeling Through Hierarchical Nonparametric Bayesian Models and Its Application to fMRI Data Analysis. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5566-5576 (2024) - [c78]Juanxi Tian, Kaixin Zhu, Wentao Fan:
Mpox-PyramidTransferNet: A Hierarchical Transfer Learning Framework for Monkeypox and Dermatological Disease Classification. ICMLC 2024: 404-410 - [i1]Xinze Li, Runlin Huang, Zhenghao Wu, Bohan Yang, Wentao Fan, Chengzhang Zhu, Weifeng Su:
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation. CoRR abs/2410.15916 (2024) - 2023
- [j70]Wentao Fan, Weimin Shangguan, Nizar Bouguila:
Continuous image anomaly detection based on contrastive lifelong learning. Appl. Intell. 53(14): 17693-17707 (2023) - [j69]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): 17824-17848 (2023) - [j68]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): 22775-22788 (2023) - [j67]Wentao Fan, Lidan Zeng, Tian Wang:
Uncertainty quantification in molecular property prediction through spherical mixture density networks. Eng. Appl. Artif. Intell. 123(Part A): 106180 (2023) - [j66]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): 18876-18889 (2023) - [j65]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): 10917-10929 (2023) - [j64]Wentao Fan, Weimin Shangguan, Yewang Chen:
Transformer-based contrastive learning framework for image anomaly detection. Int. J. Mach. Learn. Cybern. 14(10): 3413-3426 (2023) - [j63]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): 18313-18339 (2023) - [j62]Oumayma Dalhoumi, Nizar Bouguila, Manar Amayri, Wentao Fan:
Bayesian Matrix Factorization for Semibounded Data. IEEE Trans. Neural Networks Learn. Syst. 34(6): 3111-3123 (2023) - [j61]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): 6303-6312 (2023) - [j60]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): 4478-4493 (2023) - [c77]Zhiwen Luo, Manar Amayri, Wentao Fan, Nizar Bouguila:
A Selective Supervised Latent Beta-Liouville Allocation for Document Classification. IEA/AIE (1) 2023: 37-48 - [c76]Kunxiong Xu, Wentao Fan, Xin Liu:
Unsupervised Disentanglement Learning via Dirichlet Variational Autoencoder. IEA/AIE (1) 2023: 341-352 - [c75]Jie Zhang, Wentao Fan, Xin Liu:
Spiking Generative Networks in Lifelong Learning Environment. IEA/AIE (1) 2023: 353-364 - [c74]Chen Liang, Wentao Fan, Xin Liu, Shu-Juan Peng:
A Contrastive Method for Continual Generalized Zero-Shot Learning. IEA/AIE (1) 2023: 365-376 - [c73]Jie Zhang, Wentao Fan, Xin Liu:
An ANN-Guided Approach to Task-Free Continual Learning with Spiking Neural Networks. PRCV (8) 2023: 217-228 - 2022
- [j59]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): 2095-2115 (2022) - [j58]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: 105362 (2022) - [j57]Lin Yang, Wentao Fan, Nizar Bouguila:
Robust unsupervised image categorization based on variational autoencoder with disentangled latent representations. Knowl. Based Syst. 246: 108671 (2022) - [j56]Wentao Fan, Chen Liang, Tian Wang:
Contrastive semantic disentanglement in latent space for generalized zero-shot learning. Knowl. Based Syst. 257: 109949 (2022) - [j55]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): 3019-3029 (2022) - [j54]Narges Manouchehri, Nizar Bouguila, Wentao Fan:
Expectation propagation learning of finite multivariate Beta mixture models and applications. Neural Comput. Appl. 34(17): 14275-14285 (2022) - [j53]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): 285-304 (2022) - [j52]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): 9654-9668 (2022) - [j51]Lin Yang, Wentao Fan, Nizar Bouguila:
Clustering Analysis via Deep Generative Models With Mixture Models. IEEE Trans. Neural Networks Learn. Syst. 33(1): 340-350 (2022) - [c72]Wentao Fan, Manar Amayri, Nizar Bouguila:
Stochastic Expectation Propagation Learning for Unsupervised Feature Selection. ICCCI (CCIS Volume) 2022: 674-686 - [c71]Qinyang Li, Wentao Fan:
Mixture Density Hyperspherical Generative Adversarial Networks. ICIAI 2022: 31-37 - [c70]Xiaofeng Lu, Wentao Fan:
Transformer-based Encoder-Decoder Model for Surface Defect Detection. ICIAI 2022: 125-130 - [c69]Weimin Shangguan, Wentao Fan, Ziyi Chen:
Semi-Supervised Anomaly Detection Based on Deep Generative Models with Transformer. ICIAI 2022: 172-177 - [c68]Jiaxun Guo, Manar Amayri, Wentao Fan, Nizar Bouguila:
A Generalized Inverted Dirichlet Predictive Model for Activity Recognition Using Small Training Data. IEA/AIE 2022: 431-442 - [c67]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: 223-230 - 2021
- [j50]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: 102341 (2021) - [j49]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: 602-614 (2021) - [j48]Narges Manouchehri, Nizar Bouguila, Wentao Fan:
Nonparametric variational learning of multivariate beta mixture models in medical applications. Int. J. Imaging Syst. Technol. 31(1): 128-140 (2021) - [j47]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): 1731-1744 (2021) - [j46]Wentao Fan, Ru Wang, Nizar Bouguila:
Simultaneous positive sequential vectors modeling and unsupervised feature selection via continuous hidden Markov models. Pattern Recognit. 119: 108073 (2021) - [j45]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): 2524 (2021) - [j44]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): 285-293 (2021) - [j43]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): 1817-1844 (2021) - [c66]Mohammad Sadegh Ahmadzadeh, Narges Manouchehri, Hafsa Ennajari, Nizar Bouguila, Wentao Fan:
Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model. ACIIDS 2021: 130-143 - [c65]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 2021 - [c64]Jiaojiao Zhu, Wentao Fan:
Infinite Von Mises-Fisher Mixture Model and Its Application to Gene Expression Data Clustering. ICIAI 2021: 55-61 - [c63]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: 1-6 - [c62]Narges Manouchehri, Nizar Bouguila, Wentao Fan:
Batch and Online Variational Learning of Hierarchical Pitman-Yor Mixtures of Multivariate Beta Distributions. ICMLA 2021: 298-303 - [c61]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: 1865-1869 - [c60]Jiaojiao Zhu, Wentao Fan:
ECG Data Modeling and Analyzing via Deep Representation Learning and Nonparametric Hidden Markov Models. SIGIR 2021: 1905-1909 - [c59]Wentao Fan, Zhiyan Guo, Nizar Bouguila, Wenjuan Hou:
Clustering-Based Online News Topic Detection and Tracking Through Hierarchical Bayesian Nonparametric Models. SIGIR 2021: 2126-2130 - 2020
- [j42]Wentao Fan, Fan Yang:
Centralized Trust-Based In-Band Control for SDN Control Channel. IEEE Access 8: 4289-4300 (2020) - [j41]Ziyang Song, Samr Ali, Nizar Bouguila, Wentao Fan:
Nonparametric hierarchical mixture models based on asymmetric Gaussian distribution. Digit. Signal Process. 106: 102829 (2020) - [j40]Wentao Fan, Nizar Bouguila:
Spherical data clustering and feature selection through nonparametric Bayesian mixture models with von Mises distributions. Eng. Appl. Artif. Intell. 94: 103781 (2020) - [j39]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): 794-814 (2020) - [j38]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): 1085-1093 (2020) - [j37]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) - [j36]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: 106341 (2020) - [j35]Guofeng Lin, Wentao Fan:
Unsupervised Video Object Segmentation Based on Mixture Models and Saliency Detection. Neural Process. Lett. 51(1): 657-674 (2020) - [j34]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): 4283-4293 (2020) - [j33]Wentao Fan, Nizar Bouguila:
Modeling and Clustering Positive Vectors via Nonparametric Mixture Models of Liouville Distributions. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3193-3203 (2020) - [c58]Zhiyan Guo, Wentao Fan:
Image Segmentation Based on Finite IBL Mixture Model with a Dirichlet Compound Multinomial Prior. AIPR 2020: 88-92 - [c57]Xiaodong Wang, Zhen Liu, Nana Wang, Wentao Fan:
Relational Metric Learning with Dual Graph Attention Networks for Social Recommendation. PAKDD (1) 2020: 104-117 - [c56]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: 17-28 - [c55]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: 1881-1884
2010 – 2019
- 2019
- [j32]Wentao Fan, Nizar Bouguila:
Nonparametric Hierarchical Bayesian Models for Positive Data Clustering Based on Inverted Dirichlet-Based Distributions. IEEE Access 7: 83600-83614 (2019) - [j31]Yiting Lin, Bineng Zhong, Guorong Li, Sicheng Zhao, Ziyi Chen, Wentao Fan:
Localization-Aware Meta Tracker Guided With Adversarial Features. IEEE Access 7: 99441-99450 (2019) - [j30]Ru Wang, Wentao Fan:
Positive Sequential Data Modeling Using Continuous Hidden Markov Models Based on Inverted Dirichlet Mixtures. IEEE Access 7: 172341-172349 (2019) - [j29]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: 110-123 (2019) - [j28]Wentao Fan, Fuyuan Xiao:
A New Conflict Management in Evidence Theory Based on DEMATEL Method. J. Sensors 2019: 7145373:1-7145373:12 (2019) - [j27]Wentao Fan, Nizar Bouguila:
Simultaneous clustering and feature selection via nonparametric Pitman-Yor process mixture models. Int. J. Mach. Learn. Cybern. 10(10): 2753-2766 (2019) - [j26]Wentao Fan, Nizar Bouguila, Xin Liu:
A nonparametric Bayesian learning model using accelerated variational inference and feature selection. Pattern Anal. Appl. 22(1): 63-74 (2019) - [j25]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): 1683-1694 (2019) - [c54]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: 94-105 - [c53]Zhenhua Liu, Liuyang Liu, Wentao Fan:
Design and Application of Rural Road Lifecycle Management Information System. ICITE 2019: 136-140 - [c52]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: 1006-1011 - [c51]Kamal Maanicshah, Nizar Bouguila, Wentao Fan:
Variational Learning for Finite Generalized Inverted Dirichlet Mixture Models with a Component Splitting Approach. ISIE 2019: 1453-1458 - [c50]Yu Zhang, Wentao Fan, Nizar Bouguila:
Unsupervised Image Categorization Based on Variational Autoencoder and Student's-T Mixture Model. SSCI 2019: 2403-2409 - [c49]Narges Manouchehri, Maryam Rahmanpour, Nizar Bouguila, Wentao Fan:
Learning of Multivariate Beta Mixture Models via Entropy-based component splitting. SSCI 2019: 2825-2832 - 2018
- [j24]Wentao Fan, Nizar Bouguila, Sami Bourouis, Yacine Laalaoui:
Entropy-based variational Bayes learning framework for data clustering. IET Image Process. 12(10): 1762-1772 (2018) - [j23]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): 269-276 (2018) - [j22]Can Hu, Wentao Fan, Ji-Xiang Du, Yuchen Zeng:
Model-Based segmentation of image data using spatially constrained mixture models. Neurocomputing 283: 214-227 (2018) - [j21]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): 28665-28683 (2018) - [j20]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): 619-639 (2018) - [c48]Wentao Fan, Nizar Bouguila:
An Accelerated Variational Framework for Face Expression Recognition. BlackSeaCom 2018: 1-5 - [c47]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: 67-76 - [c46]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: 342-354 - [c45]Jiangpeng Fu, Wentao Fan, Nizar Bouguila:
A Novel Approach for Anomaly Event Detection in Videos Based on Autoencoders and SE Networks. ISIVC 2018: 179-184 - 2017
- [j19]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): 473-487 (2017) - [j18]Can Hu, Wentao Fan, Ji-Xiang Du, Nan Xie:
Spatially variant mixture model for natural image segmentation. J. Electronic Imaging 26(4): 43005 (2017) - [j17]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): 2048-2061 (2017) - [c44]Yu-Hang Liu, Xin Liu, Wentao Fan, Bineng Zhong, Ji-Xiang Du:
Efficient Audio-Visual Speaker Recognition via Deep Heterogeneous Feature Fusion. CCBR 2017: 575-583 - [c43]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: 662-673 - [c42]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: 2771-2775 - [c41]Yi-Liang Nie, Ji-Xiang Du, Wentao Fan:
A Hashing Image Retrieval Method Based on Deep Learning and Local Feature Fusion. ICIC (1) 2017: 200-210 - 2016
- [j16]Wentao Fan, Nizar Bouguila:
Model-Based Clustering Based on Variational Learning of Hierarchical Infinite Beta-Liouville Mixture Models. Neural Process. Lett. 44(2): 431-449 (2016) - [j15]Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis:
Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications. Soft Comput. 20(3): 979-990 (2016) - [c40]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: 394-398 - [c39]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: 271-281 - [c38]DePeng Zheng, Ji-Xiang Du, Wentao Fan, Jing Wang, Chuan-Min Zhai:
Deep Learning with PCANet for Human Age Estimation. ICIC (2) 2016: 300-310 - [c37]Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila:
A novel 3D model recognition approach using Pitman-Yor process mixtures of Beta-Liouville Distributions. ISCAS 2016: 1986-1989 - [c36]Wentao Fan, Nizar Bouguila:
A Nonparametric Hierarchical Bayesian Model and Its Application on Multimodal Person Identity Verification. ISVC (2) 2016: 399-409 - [c35]Yiran Peng, Wentao Fan, Xin Dong, Xing Zhang:
An Iterative Weighted KNN (IW-KNN) Based Indoor Localization Method in Bluetooth Low Energy (BLE) Environment. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 794-800 - [c34]Mingxing Lin, Qingdong Wang, Xiaojun Ju, Wentao Fan:
The research of double-nut ball screw preload based on GMA. URAI 2016: 566-569 - 2015
- [j14]Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis:
A hierarchical Dirichlet process mixture of generalized Dirichlet distributions for feature selection. Comput. Electr. Eng. 43: 48-65 (2015) - [j13]Wentao Fan, Nizar Bouguila:
Expectation propagation learning of a Dirichlet process mixture of Beta-Liouville distributions for proportional data clustering. Eng. Appl. Artif. Intell. 43: 1-14 (2015) - [j12]Wentao Fan, Nizar Bouguila:
Face detection and facial expression recognition using simultaneous clustering and feature selection via an expectation propagation statistical learning framework. Multim. Tools Appl. 74(12): 4303-4327 (2015) - [c33]Wentao Fan, Yiran Peng, Zhe Yuan, Pengyu Chen, Chunjing Hu, Xing Zhang:
Sensing and Monitoring for Cellular Networks: A Crowdsourcing Platform from Mobile Smartphones. DSDIS 2015: 472-473 - [c32]Wentao Fan, Faisal R. Al-Osaimi, Nizar Bouguila, Ji-Xiang Du:
3D object modeling and recognition via online hierarchical Pitman-yor process mixture learning. GlobalSIP 2015: 448-452 - [c31]Wentao Fan, Nizar Bouguila:
Dynamic textures clustering using a hierarchical Pitman-Yor process mixture of Dirichlet distributions. ICIP 2015: 296-300 - [c30]Wentao Fan, Nizar Bouguila:
Topic Novelty Detection Using Infinite Variational Inverted Dirichlet Mixture Models. ICMLA 2015: 70-75 - [c29]Wentao Fan, Hassen Sallay, Nizar Bouguila, Ji-Xiang Du:
Human Action Recognition Using Accelerated Variational Learning of Infinite Dirichlet Mixture Models. ICMLA 2015: 451-456 - 2014
- [j11]Wentao Fan, Nizar Bouguila:
Online variational learning of generalized Dirichlet mixture models with feature selection. Neurocomputing 126: 166-179 (2014) - [j10]Wentao Fan, Nizar Bouguila, Djemel Ziou:
Variational learning of finite Dirichlet mixture models using component splitting. Neurocomputing 129: 3-16 (2014) - [j9]Wentao Fan, Nizar Bouguila:
Variational learning for Dirichlet process mixtures of Dirichlet distributions and applications. Multim. Tools Appl. 70(3): 1685-1702 (2014) - [j8]Wentao Fan, Nizar Bouguila:
Non-Gaussian Data Clustering via Expectation Propagation Learning of Finite Dirichlet Mixture Models and Applications. Neural Process. Lett. 39(2): 115-135 (2014) - [c28]Wentao Fan, Nizar Bouguila:
Online Data Clustering Using Variational Learning of a Hierarchical Dirichlet Process Mixture of Dirichlet Distributions. DASFAA Workshops 2014: 18-32 - [c27]Wentao Fan, Hassen Sallay, Nizar Bouguila, Sami Bourouis:
A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature Selection. ICAIS 2014: 1-10 - 2013
- [j7]Wentao Fan, Nizar Bouguila:
Infinite Dirichlet mixture models learning via expectation propagation. Adv. Data Anal. Classif. 7(4): 465-489 (2013) - [j6]Wentao Fan, Nizar Bouguila:
Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection. Pattern Recognit. 46(10): 2754-2769 (2013) - [j5]Wentao Fan, Nizar Bouguila, Djemel Ziou:
Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference. IEEE Trans. Knowl. Data Eng. 25(7): 1670-1685 (2013) - [j4]Wentao Fan, Nizar Bouguila:
Online Learning of a Dirichlet Process Mixture of Beta-Liouville Distributions Via Variational Inference. IEEE Trans. Neural Networks Learn. Syst. 24(11): 1850-1862 (2013) - [c26]Wentao Fan, Nizar Bouguila:
Online Facial Expression Recognition Based on Finite Beta-Liouville Mixture Models. CRV 2013: 37-44 - [c25]Wentao Fan, Nizar Bouguila:
Video background subtraction using online infinite dirichlet mixture models. EUSIPCO 2013: 1-5 - [c24]Wentao Fan, Nizar Bouguila:
Spatio-temporal object recognition using variational learning of an infinite statistical model. EUSIPCO 2013: 1-5 - [c23]Wentao Fan, Nizar Bouguila:
Visual Scenes Clustering Using Variational Incremental Learning of Infinite Generalized Dirichlet Mixture Models. UDM@IJCAI 2013: 24 - [c22]Wentao Fan, Nizar Bouguila:
Expectation propagation learning of finite Beta-Liouville mixtures for spatio-temporal object recognition. MLIS@IJCAI 2013: 29-36 - [c21]Wentao Fan, Nizar Bouguila:
Learning Finite Beta-Liouville Mixture Models via Variational Bayes for Proportional Data Clustering. IJCAI 2013: 1323-1329 - [c20]Wentao Fan, Nizar Bouguila:
Variational learning of finite Beta-Liouville mixture models using component splitting. IJCNN 2013: 1-8 - [c19]Wentao Fan, Nizar Bouguila:
Unsupervised feature selection for proportional data clustering via expectation propagation. IJCNN 2013: 1-8 - [c18]Wentao Fan, Nizar Bouguila, Hassen Sallay:
Anomaly Intrusion Detection Using Incremental Learning of an Infinite Mixture Model with Feature Selection. RSKT 2013: 364-373 - 2012
- [j3]Wentao Fan, Nizar Bouguila:
Novel approaches for synthesizing video textures. Expert Syst. Appl. 39(1): 828-839 (2012) - [j2]Wentao Fan, Nizar Bouguila:
Online variational learning of finite Dirichlet mixture models. Evol. Syst. 3(3): 153-165 (2012) - [j1]Wentao Fan, Nizar Bouguila, Djemel Ziou:
Variational Learning for Finite Dirichlet Mixture Models and Applications. IEEE Trans. Neural Networks Learn. Syst. 23(5): 762-774 (2012) - [c17]Wentao Fan, Nizar Bouguila:
Variational Learning of Dirichlet Process Mixtures of Generalized Dirichlet Distributions and Its Applications. ADMA 2012: 199-213 - [c16]Wentao Fan, Nizar Bouguila:
A variational component splitting approach for finite generalized Dirichlet mixture models. ICCIT 2012: 53-57 - [c15]Wentao Fan, Nizar Bouguila:
Online Variational Learning for a Dirichlet Process Mixture of Dirichlet Distributions and its Application. ICMLA (1) 2012: 362-367 - [c14]Wentao Fan, Nizar Bouguila:
Nonparametric Localized Feature Selection via a Dirichlet Process Mixture of Generalized Dirichlet Distributions. ICONIP (3) 2012: 25-33 - [c13]Wentao Fan, Nizar Bouguila:
Online variational finite Dirichlet mixture model and its applications. ISSPA 2012: 448-453 - [c12]Wentao Fan, Nizar Bouguila:
Face Detection and Facial Expression Recognition Using a Novel Variational Statistical Framework. MCSS 2012: 95-106 - [c11]Wentao Fan, Nizar Bouguila:
A variational statistical framework for clustering human action videos. WIAMIS 2012: 1-4 - [c10]Wentao Fan, Nizar Bouguila:
Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection. ACML 2012: 113-128 - 2011
- [c9]Xinhua Zhang, Wentao Fan, Zhijun Xia, Chunyu Kang:
Tow ship interference cancelling based on blind source separation algorithm. iCAST 2011: 465-468 - [c8]Wentao Fan, Nizar Bouguila, Djemel Ziou:
Unsupervised Anomaly Intrusion Detection via Localized Bayesian Feature Selection. ICDM 2011: 1032-1037 - [c7]Wentao Fan, Nizar Bouguila:
Infinite Dirichlet Mixture Model and Its Application via Variational Bayes. ICMLA (1) 2011: 129-132 - [c6]Wentao Fan, Nizar Bouguila, Djemel Ziou:
A Variational Statistical Framework for Object Detection. ICONIP (2) 2011: 276-283 - 2010
- [c5]Yuan Song, Wentao Fan, Linzhou Xu:
Tow-Ship Interference Suppression Based on Blind Source Separation for Passive Sonar. PAAP 2010: 426-430
2000 – 2009
- 2009
- [c4]Wentao Fan, Nizar Bouguila:
Generating Video Textures by PPCA and Gaussian Process Dynamical Model. CIARP 2009: 801-808 - [c3]Zhijun Xia, Xinhua Zhang, Wentao Fan, Haimin Qian:
Blind Adaptive Beamformer Based on Independent Component Analysis for Underwater Passive Acoustic Source Separation. CSO (1) 2009: 821-824 - [c2]Wentao Fan, Nizar Bouguila:
Online Video Textures Generation. ISVC (2) 2009: 450-459 - [c1]Nizar Bouguila, Wentao Fan:
On Video Textures Generation: A Comparison Between Different Dimensionality Reduction Techniques. SMC 2009: 5134-5139
Coauthor Index
aka: Ji-Xiang Du
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