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Central South University: Changsha, Hunan, CN

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Muzhou Hou

Works (46)

Aczel-Alsina aggregation operators for linear diophantine fuzzy set and their application to multiple-attribute decision making problems

Expert Systems with Applications
2025-05 | Journal article
DOI: 10.1016/j.eswa.2025.126552
Contributors: Muhammad Asif; Aurang Zeb; Umar Ishtiaq; Waseem Ahmad; Muzhou Hou
Source: check_circle
Crossref

Heat and mass transfer analysis for thermally radiative Sutterby fluid along a stretching cylinder with Cattaneo–Christov heat flux theory

Journal of Thermal Analysis and Calorimetry
2024-12-24 | Journal article
DOI: 10.1007/s10973-024-13780-7
Contributors: Waseem Ahmad; M. Israr Ur Rehman; Aamir Hamid; Muzhou Hou
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Crossref

A decision analytics approach for sustainable urbanization using q-rung orthopair fuzzy soft set-based Aczel–Alsina aggregation operators

Socio-Economic Planning Sciences
2024-10 | Journal article
DOI: 10.1016/j.seps.2024.101949
Contributors: Aurang Zeb; Waseem Ahmad; Muhammad Asif; Tapan Senapati; Vladimir Simic; Muzhou Hou
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Crossref

Numerical investigation of bioconvection flow of Sutterby nanofluid with Darcy–Forchheimer porous media past an inclined stretching cylinder

The European Physical Journal Plus
2024-09-22 | Journal article
DOI: 10.1140/epjp/s13360-024-05626-w
Contributors: Waseem Ahmad; M. Israr Ur Rehman; Aamir Hamid; Muzhou Hou
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Crossref

Optimizing decision-making in electric power system selection: A generalized approach based on Hamacher aggregation operators for q-rung orthopair fuzzy soft sets

Applied Energy
2024-08 | Journal article
DOI: 10.1016/j.apenergy.2024.123405
Contributors: Aurang Zeb; Waseem Ahmad; Muhammad Asif; Vladimir Simic; Tapan Senapati; Muzhou Hou
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Crossref

A Boundary-Enhanced Decouple Fusion Segmentation Network for Diagnosis of Adenomatous Polyps

Journal of Imaging Informatics in Medicine
2024-07-22 | Journal article
DOI: 10.1007/s10278-024-01195-7
Contributors: Jiaoju Wang; Haoran Feng; Alphonse Houssou Hounye; Meiling Tang; Yiming Shu; Muzhou Hou; Shuijiao Chen
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Crossref

Explainable cancer factors discovery: Shapley additive explanation for machine learning models demonstrates the best practices in the case of pancreatic cancer

Pancreatology
2024-05 | Journal article
DOI: 10.1016/j.pan.2024.02.002
Contributors: Liuyan Su; Alphonse Houssou Hounye; Qi Pan; Kexin Miao; Jiaoju Wang; Muzhou Hou; Li Xiong
Source: check_circle
Crossref

Auto-metric distribution propagation graph neural network with a meta-learning strategy for diagnosis of otosclerosis

Applied Intelligence
2024-04 | Journal article
DOI: 10.1007/s10489-024-05449-3
Contributors: Jiaoju Wang; Jian Song; Zheng Wang; Shuang Mao; Mengli Kong; Yitao Mao; Muzhou Hou; Xuewen Wu
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Crossref

Lightweight Attentive Graph Neural Network with Conditional Random Field for Diagnosis of Anterior Cruciate Ligament Tear

Journal of Imaging Informatics in Medicine
2024-01-16 | Journal article
DOI: 10.1007/s10278-023-00944-4
Contributors: Jiaoju Wang; Jiewen Luo; Jiehui Liang; Yangbo Cao; Jing Feng; Lingjie Tan; Zhengcheng Wang; Jingming Li; Alphonse Houssou Hounye; Muzhou Hou et al.
Source: check_circle
Crossref

Pedestrian Re-recognition Based on Memory Network and Graph Structure

2023 | Book chapter
DOI: 10.1007/978-981-99-0856-1_1
Contributors: Yunfeng Zhang; Jiaqi Cao; Xiaopeng Li; Jiarui Ou; Shihua Zhu; Muzhou Hou; Cong Cao
Source: check_circle
Crossref

Solving Emden–Fowler Equations Using Improved Extreme Learning Machine Algorithm Based on Block Legendre Basis Neural Network

Neural Processing Letters
2023-12 | Journal article
DOI: 10.1007/s11063-023-11254-9
Contributors: Yunlei Yang; Yang Wu; Muzhou Hou; Jianshu Luo; Xiaoliang Xie
Source: check_circle
Crossref

Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification

Multimedia Tools and Applications
2023-12 | Journal article
DOI: 10.1007/s11042-023-15425-7
Contributors: Cong Cao; Jian Song; Ri Su; Xuewen Wu; Zheng Wang; Muzhou Hou
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Crossref

Efficient predictor of pressurized water reactor safety parameters by topological information embedded convolutional neural network

Annals of Nuclear Energy
2023-11 | Journal article
DOI: 10.1016/j.anucene.2023.110004
Contributors: Muzhou Hou; Wanjie Lv; Menglin Kong; Ruichen Li; Zhengguang Liu; Dongdong Wang; Jia Wang; Yinghao Chen
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Crossref

A Digital Mask-Voiceprint System for Postpandemic Surveillance and Tracing Based on the STRONG Strategy

Journal of Medical Internet Research
2023-11-06 | Journal article
DOI: 10.2196/44795
Contributors: Xiaogao Pan; Alphonse Houssou Hounye; Yuqi Zhao; Cong Cao; Jiaoju Wang; Mimi Venunye Abidi; Muzhou Hou; Li Xiong; Xiangping Chai
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Crossref

Correction to: New theoretical ISM‑K2 Bayesian network model for evaluating vaccination effectiveness

Journal of Ambient Intelligence and Humanized Computing
2023-10 | Journal article
DOI: 10.1007/s12652-022-04337-3
Contributors: Xiaoliang Xie; Bingqi Xie; Dan Xiong; Muzhou Hou; Jinxia Zuo; Guo Wei; Julien Chevallier
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Crossref

Evaluation of drug sensitivity, immunological characteristics, and prognosis in melanoma patients using an endoplasmic reticulum stress-associated signature based on bioinformatics and pan-cancer analysis

Journal of Molecular Medicine
2023-10 | Journal article
DOI: 10.1007/s00109-023-02365-w
Contributors: Alphonse Houssou Hounye; Bingqian Hu; Zheng Wang; Jiaoju Wang; Cong Cao; Jianglin Zhang; Muzhou Hou; Min Qi
Source: check_circle
Crossref

New theoretical ISM-K2 Bayesian network model for evaluating vaccination effectiveness

Journal of Ambient Intelligence and Humanized Computing
2023-09 | Journal article
DOI: 10.1007/s12652-022-04199-9
Contributors: Xiaoliang Xie; Bingqi Xie; Dan Xiong; Muzhou Hou; Jinxia Zuo; Guo Wei; Julien Chevallier
Source: check_circle
Crossref

Nested segmentation and multi-level classification of diabetic foot ulcer based on mask R-CNN

Multimedia Tools and Applications
2023-05 | Journal article
DOI: 10.1007/s11042-022-14101-6
Contributors: Cong Cao; Yue Qiu; Zheng Wang; Jiarui Ou; Jiaoju Wang; Alphonse Houssou Hounye; Muzhou Hou; Qiuhong Zhou; Jianglin Zhang
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Crossref

A cell phone app for facial acne severity assessment

Applied Intelligence
2023-04 | Journal article
DOI: 10.1007/s10489-022-03774-z
Contributors: Jiaoju Wang; Yan Luo; Zheng Wang; Alphonse Houssou Hounye; Cong Cao; Muzhou Hou; Jianglin Zhang
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Crossref

Radial basis function neural network with extreme learning machine algorithm for solving ordinary differential equations

Soft Computing
2023-04 | Journal article
DOI: 10.1007/s00500-022-07529-3
Contributors: Min Liu; Wenping Peng; Muzhou Hou; Zhongchu Tian
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Crossref

A Second-Order Accurate Numerical Approximation for a Two-Sided Space-Fractional Diffusion Equation

Mathematics
2023-04-12 | Journal article
DOI: 10.3390/math11081838
Contributors: Taohua Liu; Xiucao Yin; Yinghao Chen; Muzhou Hou
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Crossref
grade
Preferred source (of 2)‎

A Digital Mask-Voiceprint System for Postpandemic Surveillance and Tracing Based on the STRONG Strategy (Preprint)

2022-12-04 | Preprint
DOI: 10.2196/preprints.44795
Contributors: Xiaogao Pan; Alphonse Houssou Hounye; Yuqi Zhao; Cong Cao; Jiaoju Wang; Mimi Venunye Abidi; Muzhou Hou; Li Xiong; Xiangping Chai
Source: check_circle
Crossref

Three feature streams based on a convolutional neural network for early esophageal cancer identification

Multimedia Tools and Applications
2022-11 | Journal article
DOI: 10.1007/s11042-022-13135-0
Contributors: Zheng Wang; Zhaoying Li; Ying Xiao; Xiaowei Liu; Muzhou Hou; Shuijiao Chen
Source: check_circle
Crossref

Evaluation of immunological characteristics and prognosis in melanoma patients using an endoplasmic reticulum stress-associated signature based on bioinformatic analysis

2022-08-11 | Preprint
DOI: 10.21203/rs.3.rs-1866564/v1
Contributors: Alphonse Houssou Hounye; Bingqian Hu; Zheng Wang; Jiaoju Wang; Cong Cao; Jianglin Zhang; Muzhou Hou; Min Qi
Source: check_circle
Crossref

Differentiating Crohn’s disease from intestinal tuberculosis using a fusion correlation neural network

Knowledge-Based Systems
2022-05 | Journal article
DOI: 10.1016/j.knosys.2022.108570
Contributors: Yinghao Chen; Ying Li; Minfeng Wu; Fanggen Lu; Muzhou Hou; Yani Yin
Source: check_circle
Crossref

Deep learning for abdominal adipose tissue segmentation with few labelled samples

International Journal of Computer Assisted Radiology and Surgery
2022-03 | Journal article
DOI: 10.1007/s11548-021-02533-8
Contributors: Zheng Wang; Alphonse Houssou Hounye; Jianglin Zhang; Muzhou Hou; Min Qi
Source: check_circle
Crossref

Radial Basis Function Neural Network with Extreme Learning Machine Algorithm for Solving Ordinary Differential Equations

2022-03-08 | Preprint
DOI: 10.21203/rs.3.rs-1416056/v1
Contributors: Min Liu; Wenping Peng; Muzhou Hou; Zhongchu Tian
Source: check_circle
Crossref

Adaptive multilayer neural network for solving elliptic partial differential equations with different boundary conditions

Digital Signal Processing
2021-11 | Journal article
DOI: 10.1016/j.dsp.2021.103223
Contributors: Zheng Wang; Alphonse Houssou Hounye; Jiaoju Wang; Cong Cao; Muzhou Hou
Source: check_circle
Crossref

Correlation-driven framework based on graph convolutional network for clinical disease classification

Journal of Statistical Computation and Simulation
2021-10-13 | Journal article
DOI: 10.1080/00949655.2021.1921777
Contributors: Kai Cao; Ying Xiao; Muzhou Hou
Source: check_circle
Crossref

Research on users’ participation mechanisms in virtual tourism communities by Bayesian network

Knowledge-Based Systems
2021-08 | Journal article
DOI: 10.1016/j.knosys.2021.107161
Contributors: Yinghao Chen; Rong Chen; Jundong Hou; Muzhou Hou; Xiaoliang Xie
Source: check_circle
Crossref

Numerical solution for high-dimensional partial differential equations based on deep learning with residual learning and data-driven learning

International Journal of Machine Learning and Cybernetics
2021-06-30 | Journal article
DOI: 10.1007/s13042-021-01277-w
Contributors: Zheng Wang; Futian Weng; Jialin Liu; Kai Cao; Muzhou Hou; Juan Wang
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Crossref

R-JaunLab: Automatic Multi-Class Recognition of Jaundice on Photos of Subjects with Region Annotation Networks

Journal of Digital Imaging
2021-04-25 | Journal article
DOI: 10.1007/s10278-021-00432-7
Contributors: Zheng Wang; Ying Xiao; Futian Weng; Xiaojun Li; Danhua Zhu; Fanggen Lu; Xiaowei Liu; Muzhou Hou; Yu Meng
Source: check_circle
Crossref

Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays

Pattern Recognition
2021-02 | Journal article
DOI: 10.1016/j.patcog.2020.107613
Contributors: Zheng Wang; Ying Xiao; Yong Li; Jie Zhang; Fanggen Lu; Muzhou Hou; Xiaowei Liu
Source: check_circle
Crossref

An improved optimal trigonometric ELM algorithm for numerical solution to ruin probability of Erlang(2) risk model

Multimedia Tools and Applications
2020-11-15 | Journal article
DOI: 10.1007/s11042-020-09382-8
Contributors: Yang-Jin Cheng; Muzhou Hou; Juan Wang
Source: check_circle
Crossref

Gold price forecasting research based on an improved online extreme learning machine algorithm

Journal of Ambient Intelligence and Humanized Computing
2020-10-11 | Journal article
DOI: 10.1007/s12652-020-01682-z
Contributors: Futian Weng; Yinhao Chen; Zheng Wang; Muzhou Hou; Jianshu Luo; Zhongchu Tian
Source: check_circle
Crossref

A deep residual compensation extreme learning machine and applications

Journal of Forecasting
2020-09 | Journal article
DOI: 10.1002/for.2663
Contributors: Yinghao Chen; Xiaoliang Xie; Tianle Zhang; Jiaxian Bai; Muzhou Hou
Source: check_circle
Crossref

Solving the ruin probabilities of some risk models with Legendre neural network algorithm

Digital Signal Processing
2020-04 | Journal article
DOI: 10.1016/j.dsp.2019.102634
Contributors: Yanfei Lu; Gang Chen; Qingfei Yin; Hongli Sun; Muzhou Hou
Source: check_circle
Crossref

An Effective CNN Method for Fully Automated Segmenting Subcutaneous and Visceral Adipose Tissue on CT Scans

Annals of Biomedical Engineering
2020-01-26 | Journal article
DOI: 10.1007/s10439-019-02349-3
Contributors: Zheng Wang; Yu Meng; Futian Weng; Yinghao Chen; Fanggen Lu; Xiaowei Liu; Muzhou Hou; Jie Zhang
Source: check_circle
Crossref

Neural network algorithm based on Legendre improved extreme learning machine for solving elliptic partial differential equations

Soft Computing
2020-01-26 | Journal article
DOI: 10.1007/s00500-019-03944-1
Contributors: Yunlei Yang; Muzhou Hou; Hongli Sun; Tianle Zhang; Futian Weng; Jianshu Luo
Source: check_circle
Crossref

The LS-SVM algorithms for boundary value problems of high-order ordinary differential equations

Advances in Difference Equations
2019-12 | Journal article
DOI: 10.1186/s13662-019-2131-3
Contributors: Yanfei Lu; Qingfei Yin; Hongyi Li; Hongli Sun; Yunlei Yang; Muzhou Hou
Source: check_circle
Crossref

Solving Partial Differential Equation Based on Bernstein Neural Network and Extreme Learning Machine Algorithm

Neural Processing Letters
2019-10-05 | Journal article
DOI: 10.1007/s11063-018-9911-8
Contributors: Hongli Sun; Muzhou Hou; Yunlei Yang; Tianle Zhang; Futian Weng; Feng Han
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Crossref

A Novel Robust Method for Solving CMB Receptor Model Based on Enhanced Sampling Monte Carlo Simulation

Processes
2019-03-23 | Journal article
DOI: 10.3390/pr7030169
Contributors: Wen Hou; Yunlei Yang; Zheng Wang; Muzhou Hou; Qianhong Wu; Xiaoliang Xie
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A novel improved extreme learning machine algorithm in solving ordinary differential equations by Legendre neural network methods

Advances in Difference Equations
2018-12 | Journal article
DOI: 10.1186/s13662-018-1927-x
Contributors: Yunlei Yang; Muzhou Hou; Jianshu Luo
Source: check_circle
Crossref

Global Solar Radiation Prediction Using Hybrid Online Sequential Extreme Learning Machine Model

Energies
2018-12 | Journal article | Author
DOI: 10.3390/en11123415
Contributors: Muzhou Hou; Tianle Zhang; Futian Weng; Mumtaz Ali; Nadhir Al-Ansari; Zaher Yaseen
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Neural network method for lossless two-conductor transmission line equations based on the IELM algorithm

AIP Advances
2018-06 | Journal article
DOI: 10.1063/1.5025504
Contributors: Yunlei Yang; Muzhou Hou; Jianshu Luo; Taohua Liu
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Crossref

A Fast Implicit Finite Difference Method for Fractional Advection-Dispersion Equations with Fractional Derivative Boundary Conditions

Advances in Mathematical Physics
2017 | Journal article
DOI: 10.1155/2017/8716752
Contributors: Taohua Liu; Muzhou Hou
Source: check_circle
Crossref

Peer review (34 reviews for 7 publications/grants)

Review activity for Arabian journal for science and engineering. (3)
Review activity for Engineering with computers. (1)
Review activity for Journal of ambient intelligence & humanized computing (1)
Review activity for Multimedia tools and applications. (18)
Review activity for Neural computing & applications. (8)
Review activity for Neural Processing Letters. (2)
Review activity for The journal of supercomputing. (1)
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