Yanpeng Qu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 41

Top Topics

Discretization Methods

Kernel Learning

Fuzzy Inference

Top Venues

Publications

Yanpeng Qu, Jiaxing Wu, Zhanwen Wu, Longzhi Yang
Fuzzy Rule Interpolation with A General Representation of Fuzzy Sets. FUZZ (2024)
Zihan Yao, Yanpeng Qu, Longzhi Yang, Yi Tan, Changjing Shang, Fei Chao, Qiang Shen
Local representation-based neighbourhood for robust classification. Expert Syst. J. Knowl. Eng. 41 (9) (2024)
Mizi Han, Yanpeng Qu, Neil Mac Parthaláin, Changjing Shang, Zihan Yao, Qiang Shen
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification. IEEE Trans. Emerg. Top. Comput. Intell. 8 (3) (2024)
Guanli Yue, Yanpeng Qu, Longzhi Yang, Changjing Shang, Ansheng Deng, Fei Chao, Qiang Shen
Fuzzy-Rough Intrigued Harmonic Discrepancy Clustering. IEEE Trans. Fuzzy Syst. 31 (10) (2023)
Guanli Yue, Ansheng Deng, Yanpeng Qu, Hui Cui, Jiahui Liu
Fuzzy-Rough induced spectral ensemble clustering. J. Intell. Fuzzy Syst. 45 (1) (2023)
Guanli Yue, Ansheng Deng, Yanpeng Qu, Hui Cui, Xueying Wang
Stratified multi-density spectral clustering using Gaussian mixture model. Inf. Sci. 633 (2023)
Longzhi Yang, Vijayakumar Varadarajan, Yanpeng Qu
Special issue on neuro, fuzzy and their hybridization. Neural Comput. Appl. 35 (10) (2023)
Guanli Yue, Yanpeng Qu, Ansheng Deng, Qianyi Zhang
Neuro-weighted multi-functional nearest-neighbour classification. Expert Syst. J. Knowl. Eng. 40 (5) (2023)
Xiangxin Song, Guanli Yue, Neil Mac Parthaláin, Yanpeng Qu
Mixture Kernel-Based Fuzzy-Rough Feature Selection. UKCI (2022)
Xiaolong Ge, Yanpeng Qu, Changjing Shang, Longzhi Yang, Qiang Shen
A Self-Adaptive Discriminative Autoencoder for Medical Applications. IEEE Trans. Circuits Syst. Video Technol. 32 (12) (2022)
Lin Qiu, Yanpeng Qu, Changjing Shang, Longzhi Yang, Fei Chao, Qiang Shen
Exclusive lasso-based k-nearest-neighbor classification. Neural Comput. Appl. 33 (21) (2021)
Qianyi Zhang, Guanli Yue, Yanpeng Qu, Ansheng Deng
A Study of Neuro-Weighted Nearest-Neighbour Classification. UKCI (2021)
Yanpeng Qu, Zheng Xu, Changjing Shang, Xiaolong Ge, Ansheng Deng, Qiang Shen
Inconsistency guided robust attribute reduction. Inf. Sci. 580 (2021)
Yanpeng Qu, Qilin Fu, Changjing Shang, Ansheng Deng, Reyer Zwiggelaar, Minu George, Qiang Shen
Fuzzy-rough assisted refinement of image processing procedure for mammographic risk assessment. Appl. Soft Comput. 91 (2020)
Yanpeng Qu, Rong Li, Ansheng Deng, Changjing Shang, Qiang Shen
Non-unique decision differential entropy-based feature selection. Neurocomputing 393 (2020)
Zheming Zuo, Longzhi Yang, Yonghuai Liu, Fei Chao, Ran Song, Yanpeng Qu
Histogram of Fuzzy Local Spatio-Temporal Descriptors for Video Action Recognition. IEEE Trans. Ind. Informatics 16 (6) (2020)
Atlas Khan, Yanpeng Qu, Zhengxue Li
Convergence Analysis of a New MaxMin-SOMO Algorithm. Int. J. Autom. Comput. 16 (4) (2019)
Philip Anderson, Zheming Zuo, Longzhi Yang, Yanpeng Qu
An Intelligent Online Grooming Detection System Using AI Technologies. FUZZ-IEEE (2019)
Yanpeng Qu, Guanli Yue, Changjing Shang, Longzhi Yang, Reyer Zwiggelaar, Qiang Shen
Multi-criterion mammographic risk analysis supported with multi-label fuzzy-rough feature selection. Artif. Intell. Medicine 100 (2019)
Jie Li, Longzhi Yang, Yanpeng Qu, Graham Sexton
An extended Takagi-Sugeno-Kang inference system (TSK+) with fuzzy interpolation and its rule base generation. Soft Comput. 22 (10) (2018)
Rong Zhao, Yanpeng Qu, Ansheng Deng, Reyer Zwiggelaar
Inconsistency Measure Associated Discretization Methods to Network-based Intrusion Detection. FUZZ-IEEE (2018)
Rong Zhao, Yanpeng Qu, Ansheng Deng, Reyer Zwiggelaar
A density-based discretization method with inconsistency evaluation. ICACI (2018)
Yanpeng Qu, Changjing Shang, Neil Mac Parthaláin, Wei Wu, Qiang Shen
Multi-functional nearest-neighbour classification. Soft Comput. 22 (8) (2018)
Qiangyi Zhang, Yanpeng Qu, Ansheng Deng
Network Intrusion Detection Using Kernel-based Fuzzy-rough Feature Selection. FUZZ-IEEE (2018)
Jie Li, Longzhi Yang, Xin Fu, Fei Chao, Yanpeng Qu
Interval Type-2 TSK+ Fuzzy Inference System. FUZZ-IEEE (2018)
Zheming Zuo, Longzhi Yang, Yonghong Peng, Fei Chao, Yanpeng Qu
Gaze-Informed Egocentric Action Recognition for Memory Aid Systems. IEEE Access 6 (2018)
Noe Elisa, Longzhi Yang, Yanpeng Qu, Fei Chao
A Revised Dendritic Cell Algorithm Using K-Means Clustering. HPCC/SmartCity/DSS (2018)
Xiaomeng Han, Yanpeng Qu, Ansheng Deng
A Laplace distribution-based fuzzy-rough feature selection algorithm. ICACI (2018)
Mengyuan Ren, Yanpeng Qu, Ansheng Deng
Covering rough set-based three-way decision feature selection. ICACI (2018)
Lingshan Zhao, Yanpeng Qu, Ansheng Deng
Multiple kernel learning-based multi-functional nearest-neighbor classification. ICACI (2018)
Qiangyi Zhang, Yanpeng Qu, Ansheng Deng, Longzhi Yang
Hierarchical quotient spaces-based feature selection. ICACI (2018)
Rong Li, Yanpeng Qu, Ansheng Deng, Qiang Shen, Changjing Shang
A new approach to exploring rough set boundary region for feature selection. ICNC-FSKD (2017)
Qian Sun, Yanpeng Qu, Ansheng Deng, Longzhi Yang
Fuzzy-rough feature selection based on λ-partition differentiation entropy. ICNC-FSKD (2017)
Yanpeng Qu, Yu Rong, Ansheng Deng, Longzhi Yang
Associated multi-label fuzzy-rough feature selection. IFSA-SCIS (2017)
Qiangyi Zhang, Yanpeng Qu, Ansheng Deng, Reyer Zwiggelaar
A clustering reduction algorithm for fuzzy concept lattice. ICNC-FSKD (2017)
Jie Li, Longzhi Yang, Xin Fu, Fei Chao, Yanpeng Qu
Dynamic QoS solution for enterprise networks using TSK fuzzy interpolation. FUZZ-IEEE (2017)
Jie Li, Yanpeng Qu, Hubert P. H. Shum, Longzhi Yang
TSK Inference with Sparse Rule Bases. UKCI (2016)
Qian Guo, Yanpeng Qu, Ansheng Deng, Longzhi Yang
A new fuzzy-rough feature selection algorithm for mammographic risk analysis. ICNC-FSKD (2016)
Yu Rong, Yanpeng Qu, Ansheng Deng
Multi-label Fuzzy Similarity-Based Nearest-Neighbour Classification Using Association Rule. IDEAL (2016)
Yanpeng Qu
Local coupled extreme learning machine. Neural Comput. Appl. 27 (1) (2016)
Qian Guo, Yanpeng Qu, Ansheng Deng
Invasive weed optimisation inspired fuzzy-rough feature selection. FUZZ-IEEE (2016)
Yanpeng Qu, Changjing Shang, Qiang Shen, Neil Mac Parthaláin, Wei Wu
Kernel-based Fuzzy-rough Nearest-neighbour Classification for Mammographic Risk Analysis. Int. J. Fuzzy Syst. 17 (3) (2015)
Atlas Khan, Li Zheng Xue, Wu Wei, Yanpeng Qu, Amir Hussain, Ricardo Z. N. Vêncio
Convergence Analysis of a New Self Organizing Map Based Optimization (SOMO) Algorithm. Cogn. Comput. 7 (4) (2015)
Tingting Zou, Yanpeng Qu, Ansheng Deng
Tightly coupled fuzzy rough description logic programs under the answer set semantics for the semantic web. FUZZ-IEEE (2014)
Yanpeng Qu, Qiang Shen, Neil Mac Parthaláin, Changjing Shang, Wei Wu
Fuzzy similarity-based nearest-neighbour classification as alternatives to their fuzzy-rough parallels. Int. J. Approx. Reason. 54 (1) (2013)
Yanpeng Qu, Changjing Shang, Jie Yang, Wei Wu, Qiang Shen
Modified gradient-based learning for local coupled feedforward neural networks with Gaussian basis function. Neural Comput. Appl. 22 (Supplement-1) (2013)
Yanpeng Qu, Changjing Shang, Qiang Shen, Neil Mac Parthaláin, Wei Wu
Kernel-based fuzzy-rough nearest neighbour classification. FUZZ-IEEE (2011)