Zhongyi Hu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 50

Top Topics

Image Segmentation

Top Venues

Comput. Biol. Medicine

Publications

Zhongyi Hu, Xue Li, Mustafa Misir
Tourism Demand Forecasting with Multi-terminal Search Query Data and Deep Learning. WHICEB (3) (2024)
Zhongyi Hu, Fangrui Dong, Jiang Wu, Mustafa Misir
Prediction of Banking Customer Churn Based on XGBoost with Feature Fusion. WHICEB (3) (2024)
Zhongyi Hu, Robin Evans
A fast score-based search algorithm for maximal ancestral graphs using entropy. CoRR (2024)
Jianfeng Wen, Nan Zhang, Xuzhe Lu, Zhongyi Hu, Hui Huang
Mgformer: Multi-group transformer for multivariate time series classification. Eng. Appl. Artif. Intell. 133 (2024)
Ledan Qian, Caiyun Wen, Yi Li, Zhongyi Hu, Xiao Zhou, Xiaonyu Xia, Soo-Hyung Kim
Multi-scale context UNet-like network with redesigned skip connections for medical image segmentation. Comput. Methods Programs Biomed. 243 (2024)
Zhongyi Hu, Yuecen Wang, Siqi Zhao, Zhoucan Xu, Xiaoquan Liu, Jiang Wu
Users' Demand Analysis of Intelligent Information Service for Rural Tourism Based on the Kano Model. WHICEB (2) (2023)
Yi Chen, Mingjing Wang, Ali Asghar Heidari, Beibei Shi, Zhongyi Hu, Qian Zhang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh
Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm. Expert Syst. Appl. 194 (2022)
Fulai Liu, Aiyi Zhang, Ruiyan Du, Jialiang Xu, Zhongyi Hu
HTR-CTO algorithm for wireless data recovery. Inf. Sci. 587 (2022)
Ledan Qian, Xiao Zhou, Yi Li, Zhongyi Hu
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation. CoRR (2022)
Zhongyi Hu, Jun Wang, Chunxiang Zhang, Zhenzhen Luo, Xiaoqing Luo, Lei Xiao, Jun Shi
Uncertainty Modeling for Multicenter Autism Spectrum Disorder Classification Using Takagi-Sugeno-Kang Fuzzy Systems. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Zhongyi Hu, Yukun Bao, Jiang Wu
Guest editorial: Data and business analytics. J. Syst. Inf. Technol. 24 (2) (2022)
Ruiyan Du, Fulai Liu, Jialiang Xu, Fan Gao, Zhongyi Hu, Aiyi Zhang
D-GF-CNN Algorithm for Modulation Recognition. Wirel. Pers. Commun. 124 (2) (2022)
Zhenzhen Luo, Shan Jin, Zuoyong Li, Hui Huang, Lei Xiao, Huiling Chen, Ali Asghar Heidari, Jiao Hu, Changzu Chen, Peiyu Chen, Zhongyi Hu
Hierarchical Harris hawks optimization for epileptic seizure classification. Comput. Biol. Medicine 145 (2022)
Beibei Shi, Hua Ye, Ali Asghar Heidari, Long Zheng, Zhongyi Hu, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Peiliang Wu
Analysis of COVID-19 severity from the perspective of coagulation index using evolutionary machine learning with enhanced brain storm optimization. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part A) (2022)
Mingjing Wang, Yingqi Liang, Zhongyi Hu, Siyuan Chen, Beibei Shi, Ali Asghar Heidari, Qian Zhang, Huiling Chen, Xiaowei Chen
Lupus nephritis diagnosis using enhanced moth flame algorithm with support vector machines. Comput. Biol. Medicine 145 (2022)
Fulai Liu, Jialiang Xu, Lijie Zhang, Ruiyan Du, Zhibo Su, Aiyi Zhang, Zhongyi Hu
DESNN Algorithm for Communication Network Intrusion Detection. Wirel. Pers. Commun. 126 (2) (2022)
Jiayan Huang, Haiping Xu, Guanghai Liu, Chuansheng Wang, Zhongyi Hu, Zuoyong Li
SIDNet: A single image dedusting network with color cast correction. Signal Process. 199 (2022)
Yong Wang, Qian Zhang, Gai-Ge Wang, Zhongyi Hu
An enhancing many-objective evolutionary algorithm using chaotic mapping and solution ranking mechanism for large-scale optimization. J. Comput. Des. Eng. 9 (5) (2022)
Raymond Chiong, Zongwen Fan, Zhongyi Hu, Fabian Chiong
Using an improved relative error support vector machine for body fat prediction. Comput. Methods Programs Biomed. 198 (2021)
Beibei Shi, Hua Ye, Long Zheng, Juncheng Lyu, Cheng Chen, Ali Asghar Heidari, Zhongyi Hu, Huiling Chen, Peiliang Wu
Evolutionary warning system for COVID-19 severity: Colony predation algorithm enhanced extreme learning machine. Comput. Biol. Medicine 136 (2021)
Lei Jin, Zhijie Wen, Zhongyi Hu
Topology-preserving nonlinear shape registration on the shape manifold. Multim. Tools Appl. 80 (11) (2021)
Changzu Chen, Zhongyi Hu, Shan Jin, Lei Xiao, Mingzhe Hu, Qi Wu, Jingjing Shao, Zhenzhen Luo, MianLu Zou
Classification of COVID-19 in CT Scans Using Image Smoothing and Improved Deep Residual Network. CICAI (2021)
Zhongyi Hu, Zhenzhen Luo, Shan Jin, Zuoyong Li
EEG Signals Classification in Time-Frequency Images by Fusing Rotation-Invariant Local Binary Pattern and Gray Level Co-occurrence Matrix Features. CICAI (2021)
Zhongyi Hu, Changzu Chen, Qi Wu, MianLu Zou, Yulian Cao, MingHai Xu, Zuoyong Li
Inland river image dehazing algorithm based on water surface depth prior. Int. J. Comput. Appl. Technol. 63 (1/2) (2020)
Zhongyi Hu, Mianzu Zou, Changzu Chen, Qi Wu
Tracking via context-aware regression correlation filter with a spatial-temporal regularization. J. Electronic Imaging 29 (2) (2020)
Xiaoyan Fei, Jun Wang, Shihui Ying, Zhongyi Hu, Jun Shi
Projective parameter transfer based sparse multiple empirical kernel learning Machine for diagnosis of brain disease. Neurocomputing 413 (2020)
Zhongyi Hu, Robin Evans
Faster algorithms for Markov equivalence. UAI (2020)
Zhenzhen Luo, Zhongyi Hu, Zuoyong Li
Estimation of Motor Imagination Based on Consumer-Grade EEG Device. ML4CS (2) (2020)
Weixia Liu, Changen Zhou, Zuoyong Li, Zhongyi Hu
Patch-Driven Tongue Image Segmentation Using Sparse Representation. IEEE Access 8 (2020)
Zhangze Xu, Zhongyi Hu, Ali Asghar Heidari, Mingjing Wang, Xuehua Zhao, Huiling Chen, Xueding Cai
Orthogonally-designed adapted grasshopper optimization: A comprehensive analysis. Expert Syst. Appl. 150 (2020)
Zongwen Fan, Raymond Chiong, Zhongyi Hu, Yuqing Lin
A multi-layer fuzzy model based on fuzzy-rule clustering for prediction tasks. Neurocomputing 410 (2020)
Chaoqun Wang, Zhongyi Hu, Raymond Chiong, Yukun Bao, Jiang Wu
Identification of phishing websites through hyperlink analysis and rule extraction. Electron. Libr. 38 (5/6) (2020)
Lei Xiao, Minghai Xu, Zhongyi Hu
A tracking method for inland river ship based on dual filters. Int. J. Model. Identif. Control. 35 (2) (2020)
Jingjing Shao, Lei Xiao, Zhongyi Hu
Adaptive Model Updating Correlation Filter Tracker with Feature Fusion. PRCV (2) (2020)
Zhongyi Hu, Raymond Chiong, Ilung Pranata, Willy Susilo, Yukun Bao
Identifying Malicious Web Domains Using Machine Learning Techniques with Online Credibility and Performance Data. CoRR (2019)
Zongwen Fan, Raymond Chiong, Zhongyi Hu, Sandeep Dhakal, Yuqing Lin
A two-layer Wang-Mendel fuzzy approach for predicting the residuary resistance of sailing yachts. J. Intell. Fuzzy Syst. 36 (6) (2019)
Zhongyi Hu, Raymond Chiong, Ilung Pranata, Yukun Bao, Yuqing Lin
Malicious web domain identification using online credibility and performance data by considering the class imbalance issue. Ind. Manag. Data Syst. 119 (3) (2019)
Jie Luo, Huiling Chen, Zhongyi Hu, Hui Huang, Pengjun Wang, Xianqin Wang, Xin-En Lv, Congcong Wen
A New Kernel Extreme Learning Machine Framework for Somatization Disorder Diagnosis. IEEE Access 7 (2019)
Chaoqun Wang, Zhongyi Hu, Raymond Chiong, Ke Dong
Financial Market Forecasting using Online Information: Research Stream Analysis based on Citation Network. ISSI (2019)
Raymond Chiong, Zongwen Fan, Zhongyi Hu, Marc T. P. Adam, Bernhard Lutz, Dirk Neumann
A sentiment analysis-based machine learning approach for financial market prediction via news disclosures. GECCO (Companion) (2018)
Zhongyi Hu, Raymond Chiong, Ilung Pranata, Yukun Bao, Yuqing Lin
Malicious Web Domain Identification using Online Credibility and Performance Data by Considering the Class Imbalance Issue. CoRR (2018)
Yang Li, Meng-Ying Lei, Yuzhu Guo, Zhongyi Hu, Hua-Liang Wei
Time-Varying Nonlinear Causality Detection Using Regularized Orthogonal Least Squares and Multi-Wavelets With Applications to EEG. IEEE Access 6 (2018)
Lei Xiao, Huigang Wang, Zhongyi Hu
Visual Tracking via Adaptive Random Projection Based on Sub-Regions. IEEE Access 6 (2018)
Chaoqun Wang, Raymond Chiong, Yuan Chen, Zhongyi Hu, Sandeep Dhakal, Yukun Bao
A PSO-Based Ensemble Model for Peer-to-Peer Credit Scoring. ICNC-FSKD (2018)
Dong Ni, Xing Ji, Min Wu, Wenlei Wang, Xiaoshuang Deng, Zhongyi Hu, Tianfu Wang, Dinggang Shen, Jie-Zhi Cheng, Huifang Wang
Automatic cystocele severity grading in transperineal ultrasound by random forest regression. Pattern Recognit. 63 (2017)
Zhongyi Hu, Yukun Bao, Raymond Chiong, Tao Xiong
Profit guided or statistical error guided? a study of stock index forecasting using support vector regression. J. Syst. Sci. Complex. 30 (6) (2017)
Xujie Li, Hanli Zhao, Hui Huang, Zhongyi Hu, Lei Xiao
Interactive image recoloring by combining global and local optimization. Multim. Tools Appl. 75 (11) (2016)
Zhongyi Hu, Raymond Chiong, Ilung Pranata, Willy Susilo, Yukun Bao
Identifying malicious web domains using machine learning techniques with online credibility and performance data. CEC (2016)
Jiaqi Zhu, Kaijun Wang, Yunkun Wu, Zhongyi Hu, Hongan Wang
Mining User-Aware Rare Sequential Topic Patterns in Document Streams. IEEE Trans. Knowl. Data Eng. 28 (7) (2016)
Xujie Li, Hanli Zhao, Hui Huang, Lei Xiao, Zhongyi Hu, Jingkai Shao
Stereoscopic image recoloring. J. Electronic Imaging 25 (5) (2016)
Tao Xiong, Yukun Bao, Zhongyi Hu, Raymond Chiong
Forecasting interval time series using a fully complex-valued RBF neural network with DPSO and PSO algorithms. Inf. Sci. 305 (2015)
Tao Xiong, Chongguang Li, Yukun Bao, Zhongyi Hu, Lu Zhang
A combination method for interval forecasting of agricultural commodity futures prices. Knowl. Based Syst. 77 (2015)
Zhongyi Hu, Yukun Bao, Tao Xiong, Raymond Chiong
Hybrid filter-wrapper feature selection for short-term load forecasting. Eng. Appl. Artif. Intell. 40 (2015)
Hui Huang, Xujie Li, Hanli Zhao, Gui-Zhi Nie, Zhongyi Hu, Lei Xiao
Manifold-preserving image colorization with nonlocal estimation. Multim. Tools Appl. 74 (18) (2015)
Tao Xiong, Yukun Bao, Zhongyi Hu
Interval Forecasting of Electricity Demand: A Novel Bivariate EMD-based Support Vector Regression Modeling Framework. CoRR (2014)
Tao Xiong, Yukun Bao, Zhongyi Hu
Does Restraining End Effect Matter in EMD-Based Modeling Framework for Time Series Prediction? Some Experimental Evidences. CoRR (2014)
Yukun Bao, Tao Xiong, Zhongyi Hu
Multi-Step-Ahead Time Series Prediction using Multiple-Output Support Vector Regression. CoRR (2014)
Tao Xiong, Yukun Bao, Zhongyi Hu
Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting. Knowl. Based Syst. 55 (2014)
Xude Gui, Zhongyi Hu, Jinlong Zhang, Yukun Bao
Assessing Personal Performance with M-SVMs. CSO (2014)
Tao Xiong, Yukun Bao, Zhongyi Hu
Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting. CoRR (2014)
Tao Xiong, Yukun Bao, Zhongyi Hu
Does restraining end effect matter in EMD-based modeling framework for time series prediction? Some experimental evidences. Neurocomputing 123 (2014)
Zhongyi Hu, Hongan Wang, Jiaqi Zhu, Maozhen Li, Ying Qiao, Changzhi Deng
Discovery of Rare Sequential Topic Patterns in Document Stream. SDM (2014)
Zhongyi Hu, Yukun Bao, Tao Xiong
Comprehensive learning particle swarm optimization based memetic algorithm for model selection in short-term load forecasting using support vector regression. Appl. Soft Comput. 25 (2014)
Yukun Bao, Tao Xiong, Zhongyi Hu
PSO-MISMO Modeling Strategy for MultiStep-Ahead Time Series Prediction. IEEE Trans. Cybern. 44 (5) (2014)
Tao Xiong, Yukun Bao, Zhongyi Hu
Beyond One-Step-Ahead Forecasting: Evaluation of Alternative Multi-Step-Ahead Forecasting Models for Crude Oil Prices. CoRR (2014)
Yukun Bao, Tao Xiong, Zhongyi Hu
Multi-step-ahead time series prediction using multiple-output support vector regression. Neurocomputing 129 (2014)
Yukun Bao, Zhongyi Hu, Tao Xiong
A PSO and Pattern Search based Memetic Algorithm for SVMs Parameters Optimization. CoRR (2014)
Yukun Bao, Tao Xiong, Zhongyi Hu
PSO-MISMO Modeling Strategy for Multi-Step-Ahead Time Series Prediction. CoRR (2014)
Zhongyi Hu, Yukun Bao, Tao Xiong
Partial opposition-based adaptive differential evolution algorithms: Evaluation on the CEC 2014 benchmark set for real-parameter optimization. IEEE Congress on Evolutionary Computation (2014)
Yukun Bao, Tao Xiong, Zhongyi Hu, Mboni Kibelloh
Exploring gender differences on general and specific computer self-efficacy in mobile learning adoption. CoRR (2014)
Zhongyi Hu, Hongan Wang, Jiaqi Zhu
The discovery of user related rare sequential patterns of topics in the internet document stream. SAC (2014)
Yukun Bao, Zhongyi Hu, Tao Xiong
A PSO and pattern search based memetic algorithm for SVMs parameters optimization. Neurocomputing 117 (2013)
Zhongyi Hu, Wei Liu, Hongan Wang
Mining both frequent and rare episodes in multiple data streams. FSKD (2013)
Tao Xiong, Zhongyi Hu, Yukun Bao
An Improved EEMD-based Framework for CPI Forecasting. CSO (2012)
Zhongyi Hu, Qing Liu, Shenghui Zhou, Mingjing Huang, Fei Teng
Image Dehazing Algorithm Based on Atmosphere Scatters Approximation Model. ICONIP (5) (2012)
Tao Xiong, Yukun Bao, Zhongyi Hu, Rui Zhang, Jinlong Zhang
Hybrid Decomposition and Ensemble Framework for Stock Price Forecasting: a Comparative Study. Adv. Data Sci. Adapt. Anal. 3 (4) (2011)
Lei Xiao, Liangzhong Shen, Zhongyi Hu, Fei Zhou
Improving Search in P2P by Location Identification. ESIAT (1) (2009)