范文涛 - 北京师范大学-香港浸会大学

个人简介

范文涛工学博士，北京师范大学-香港浸会大学联合国际学院（UIC）人工智能专业副教授，加拿大Concordia大学信息系统工程学院（CIISE）兼职教授，IEEE 高级会员，福建省引进高层次人才。分别于2009年和2014年在加拿大Concordia大学获得信息系统安全（Information Systems Security）硕士和电子与计算机工程（Electrical and Computer Engineering）博士学位。在攻读博士期间获得加拿大魁北克省自然与技术研究基金 (FQRNT) 博士研究生奖学金，以及Concordia大学工程与计算机科学学院高水平博士研究生特别奖学金。博士毕业后曾获得加拿大自然科学与工程研究理事会（NSERC）博士后奖学金。2014年7月至2022年6月任职于华侨大学计算机科学与技术学院。近年来先后主持国家自然科学基金、科技部外国专家项目-外国青年人才计划、福建省自然科学基金等项目，在IEEE Trans. Pattern Analysis and Machine Intelligence (IEEE TPAMI), IEEE Trans. Neural Networks and Learning Systems (IEEE TNNLS), IEEE Trans. Knowledge and Data Engineering (IEEE TKDE), Pattern Recognition, IJCAI, SIGIR, ICDM, ICASSP等国际知名期刊和会议上发表被SCI/EI检索的学术论文100余篇。

研究领域

机器学习数据挖掘模式识别计算机视觉

近期论文

查看导师最新文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

L. Yang, W. Fan*, N. Bouguila: Clustering Analysis via Deep Generative Models with Mixture Models, IEEE Transactions on Neural Networks and Learning Systems, 33(1): 340-350 (2022) L. Yang, W. Fan*, N. Bouguila: Robust Unsupervised Image Categorization Based on Variational Autoencoder with Disentangled Latent Representations. Knowledge-Based Systems, 246: 108671 (2022) W. Fan, L. Yang, N. Bouguila: Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models with Watson Distributions. IEEE Transactions on Pattern Analysis and Machine Intelligence, Early Access, (2021) W. Fan, R. Wang, N. Bouguila: Simultaneous Positive Sequential Vectors Modeling and Unsupervised Feature Selection via Continuous Hidden Markov Models. Pattern Recognition, 119: 108073 (2021) W. Fan, N. Bouguila: Modeling and Clustering Positive Vectors via Nonparametric Mixture Models of Liouville Distributions. IEEE Transactions on Neural Networks and Learning Systems, 31(9): 3193-3203 (2020) W. Fan, Y. Lin, N. Bouguila, Y. Chen: Sequentially Spherical Data Modeling with Hidden Markov Models and Its Application to fMRI data analysis. Knowledge-Based Systems, 206: 106341 (2020) W. Fan, N. Bouguila: Spherical Data Clustering and Feature Selection Through Nonparametric Bayesian Mixture Models with Von Mises Distributions, Engineering Applications of Artificial Intelligence, 94: 103781 (2020) W. Fan, N. Bouguila, J. Du, X. Liu: Axially Symmetric Data Clustering Through Dirichlet Process Mixture Models of Watson Distributions. IEEE Transactions on Neural Networks and Learning Systems, 30(6): 1683-1694 (2019) W. Fan, N. Bouguila: Simultaneous Clustering and Feature Selection Via Nonparametric Pitman-Yor Process Mixture Models. International Journal of Machine Learning and Cybernetics, 10(10): 2753-2766 (2019) W. Fan, F. R. Al-Osaimi, N. Bouguila, J. Du: Proportional Data Modeling Via Entropy-Based Variational Bayes Learning of Mixture Models. Applied Intelligence, 47(2): 473-487 (2017) W. Fan, H. Sallay, N. Bouguila: Online Learning of Hierarchical Pitman-Yor Process Mixture of Generalized Dirichlet Distributions with Feature Selection. IEEE Transactions on Neural Networks and Learning Systems, 28(9): 2048-2061 (2017) W. Fan, N. Bouguila: Online Learning of a Dirichlet Process Mixture of Beta-Liouville Distributions via Variational Inference, IEEE Transactions on Neural Networks and Learning Systems, 24(11): 1850-1862 (2013) W. Fan, N. Bouguila, D. Ziou: Unsupervised Hybrid Feature Extraction Selection for High-Dimensional Non-Gaussian Data Clustering with Variational Inference, IEEE Transactions on Knowledge and Data Engineering, 25(7): 1670-1685, (2013) W. Fan, N. Bouguila, D. Ziou: Variational Learning for Finite Dirichlet Mixture Models and Applications, IEEE Transactions on Neural Networks and Learning Systems, 23(5): 762-774 (2012)

学术兼职

加拿大Concordia大学信息系统工程学院（CIISE）兼职教授（Affiliate Professor） IEEE高级会员（IEEE Senior Member）国际学术期刊IEEE Access (SCI检索) 副主编（Associate Editor）国家自然科学基金项目通讯评议专家国际学术会议Program Co-Chair：The 3rd World Symposium on Software Engineering (WSSE 2021) 国际学术会议Program Co-Chair：International Conference on Big Data and Computational Intelligence (BDCI 2021) 国际学术会议Program Co-Chair：The 3rd International Conference on Knowledge and Information Management (ICKIM 2021) 国际学术会议Session Chair: The 6th International Conference on Fuzzy Systems and Data Mining (FSDM 2020) 国际学术期刊、会议审稿人：IEEE TPAMI, IEEE TNNLS, IEEE TKDE, IEEE TCYB, Pattern Recognition, IJCAI, AAAI, SIGIR, ICDM, CIKM, etc