Muzhou Hou

75 papers A 1B 2C 1Journal 65Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Finite-Time Consensus of Stochastic Delayed Multiagent Systems Subject to Lévy Noise, Markov Switching, and Actuator Fault Uncertainties.
IEEE Trans. Cybern.
Haokun Hu, Quanxin Zhu, Muzhou Hou
2025 J jnl
A Boundary-Enhanced Decouple Fusion Segmentation Network for Diagnosis of Adenomatous Polyps.
J. Imaging Inform. Medicine
Jiaoju Wang, Haoran Feng, Alphonse Houssou Hounye, Meiling Tang, Yiming Shu, Muzhou Hou, Shuijiao Chen
2025 J jnl
ACENet: Adaptive correlation-enhanced network for multivariate time series forecasting.
Digit. Signal Process.
Yupeng Wu, Muzhou Hou, Haokun Hu
2025 J jnl
Aczel-Alsina Aggregation Operators for Pythagorean Fuzzy Linear Diophantine Set and Application to Multiple-Attribute Decision-Making Problem Related to Medical Diagnosis.
Int. J. Fuzzy Syst.
Muhammad Asif, Umar Ishtiaq, Aurang Zeb, Waseem Ahmad, Muzhou Hou
2025 J jnl
Aczel-Alsina aggregation operators for linear diophantine fuzzy set and their application to multiple-attribute decision making problems.
Expert Syst. Appl.
Muhammad Asif, Aurang Zeb, Umar Ishtiaq, Waseem Ahmad, Muzhou Hou
2025 J jnl
Bipolar fuzzy soft Hamacher aggregations operators and their application in triage procedure for handling emergency earthquake disaster.
J. Supercomput.
Waseem Ahmad, Aurang Zeb, Muhammad Asif, Muzhou Hou
2025 J jnl
Constraint-Coupled Distributed Coordination Control for Nonlinear Stochastic Multiagent Systems: Application to Power Resource Allocation.
IEEE Trans. Syst. Man Cybern. Syst.
Haokun Hu, Quanxin Zhu, Muzhou Hou
2025 J jnl
Personalized music recommendation algorithm based on machine learning.
Multim. Syst.
Lanhui Liu, Menglin Kong, Cong Cao, Zhanjie Shu, Kecheng Liu, Xingquan Li, Muzhou Hou
2025 J jnl
SCARNet: using convolution neural network to predict time series with time-varying variance.
Multim. Tools Appl.
Shaojie Zhao, Menglin Kong, Ruichen Li, Alphonse Houssou Hounye, Ri Su, Muzhou Hou, Cong Cao
2024 J jnl
A comprehensive decision support system for optimizing solar power projects using Fermatean fuzzy soft Einstein aggregation operators.
Comput. Electr. Eng.
Aurang Zeb, Waseem Ahmad, Muhammad Asif, Muzhou Hou
2024 J jnl
A graph-optimized deep learning framework for recognition of Barrett's esophagus and reflux esophagitis.
Multim. Tools Appl.
Muzhou Hou, Jiaoju Wang, Taohua Liu, Zhaoying Li, Alphonse Houssou Hounye, Xiaowei Liu, Kaifu Wang, Shuijiao Chen
2024 J jnl
A novel automatic detection and classification algorithm for elderly cognitive impairment using CSVM.
Biomed. Signal Process. Control.
Weiying Zheng, Menglin Kong, Ruichen Li, Li Xiong, Xingquan Li, Muzhou Hou, Cong Cao
2024 J jnl
Auto-metric distribution propagation graph neural network with a meta-learning strategy for diagnosis of otosclerosis.
Appl. Intell.
Jiaoju Wang, Jian Song, Zheng Wang, Shuang Mao, Mengli Kong, Yitao Mao, Muzhou Hou, Xuewen Wu
2024 J jnl
CFTNet: a robust credit card fraud detection model enhanced by counterfactual data augmentation.
Neural Comput. Appl.
Menglin Kong, Ruichen Li, Jia Wang, Xingquan Li, Shengzhong Jin, Wanying Xie, Muzhou Hou, Cong Cao
2024 — conf
Collaborative Filtering in Latent Space: A Bayesian Approach for Cold-Start Music Recommendation.
PAKDD (5)
Menglin Kong, Li Fan, Shengze Xu, Xingquan Li, Muzhou Hou, Cong Cao
2024 A conf
C²DR: Robust Cross-Domain Recommendation based on Causal Disentanglement.
WSDM
Menglin Kong, Jia Wang, Yushan Pan, Haiyang Zhang, Muzhou Hou
2024 J jnl
DADIN: Domain Adversarial Deep Interest Network for cross domain recommender systems.
Expert Syst. Appl.
Menglin Kong, Muzhou Hou, Shaojie Zhao, Feng Liu, Ri Su, Yinghao Chen
2024 J jnl
Explainable machine learning model identified potential biomarkers in liver cancer survival prediction.
Biomed. Signal Process. Control.
Qi Pan, Alphonse Houssou Hounye, Kexin Miao, Liuyan Su, Jiaoju Wang, Muzhou Hou, Li Xiong
2024 J jnl
Exploring explainable machine learning and Shapley additive exPlanations (SHAP) technique to uncover key factors of HNSC cancer: An analysis of the best practices.
Biomed. Signal Process. Control.
Kexin Miao, Alphonse Houssou Hounye, Liuyan Su, Qi Pan, Jiaoju Wang, Muzhou Hou, Li Xiong
2024 J jnl
Lightweight Attentive Graph Neural Network with Conditional Random Field for Diagnosis of Anterior Cruciate Ligament Tear.
J. Imaging Inform. Medicine
Jiaoju Wang, Jiewen Luo, Jiehui Liang, Yangbo Cao, Jing Feng, Lingjie Tan, Zhengcheng Wang, Jingming Li, Alphonse Houssou Hounye, Muzhou Hou, Jinshen He
2023 J jnl
A cell phone app for facial acne severity assessment.
Appl. Intell.
Jiaoju Wang, Yan Luo, Zheng Wang, Alphonse Houssou Hounye, Cong Cao, Muzhou Hou, Jianglin Zhang
2023 J jnl
A decoupled generative adversarial network for anterior cruciate ligament tear localization and quantification.
Neural Comput. Appl.
Jiaoju Wang, Jiewen Luo, Alphonse Houssou Hounye, Zheng Wang, Jiehui Liang, Yangbo Cao, Jing Feng, Lingjie Tan, Zhengcheng Wang, Menglin Kong, Muzhou Hou, Jinshen He
2023 J jnl
A manometric feature descriptor with linear-SVM to distinguish esophageal contraction vigor.
CoRR
Jialin Liu, Lu Yan, Xiaowei Liu, Yuzhuo Dai, Fanggen Lu, Yuanting Ma, Muzhou Hou, Zheng Wang
2023 J jnl
A novel automatic acne detection and severity quantification scheme using deep learning.
Biomed. Signal Process. Control.
Jiaoju Wang, Chong Wang, Zheng Wang, Alphonse Houssou Hounye, Zhaoying Li, Menglin Kong, Muzhou Hou, Jianglin Zhang, Min Qi
2023 J jnl
Correction to: New theoretical ISM‑K2 Bayesian network model for evaluating vaccination effectiveness.
J. Ambient Intell. Humaniz. Comput.
Xiaoliang Xie, Bingqi Xie, Dan Xiong, Muzhou Hou, Jinxia Zuo, Guo Wei, Julien Chevallier
2023 J jnl
DADIN: Domain Adversarial Deep Interest Network for Cross Domain Recommender Systems.
CoRR
Menglin Kong, Muzhou Hou, Shaojie Zhao, Feng Liu, Ri Su, Yinghao Chen
2023 B conf
DEPHN: Different Expression Parallel Heterogeneous Network using virtual gradient optimization for Multi-task Learning.
IJCNN
Menglin Kong, Ri Su, Shaojie Zhao, Muzhou Hou
2023 J jnl
DEPHN: Different Expression Parallel Heterogeneous Network using virtual gradient optimization for Multi-task Learning.
CoRR
Menglin Kong, Ri Su, Shaojie Zhao, Muzhou Hou
2023 B conf
FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks.
SMC
Menglin Kong, Shaojie Zhao, Juan Cheng, Xingquan Li, Ri Su, Muzhou Hou, Cong Cao
2023 J jnl
FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks.
CoRR
Menglin Kong, Shaojie Zhao, Juan Cheng, Xingquan Li, Ri Su, Muzhou Hou, Cong Cao
2023 — conf
Landslide Surface Displacement Prediction Based on VSXC-LSTM Algorithm.
ICANN (8)
Menglin Kong, Ruichen Li, Fan Liu, Xingquan Li, Juan Cheng, Muzhou Hou, Cong Cao
2023 J jnl
Landslide Surface Displacement Prediction Based on VSXC-LSTM Algorithm.
CoRR
Menglin Kong, Ruichen Li, Fan Liu, Xingquan Li, Juan Cheng, Muzhou Hou, Cong Cao
2023 J jnl
Nested segmentation and multi-level classification of diabetic foot ulcer based on mask R-CNN.
Multim. Tools Appl.
Cong Cao, Yue Qiu, Zheng Wang, Jiarui Ou, Jiaoju Wang, Alphonse Houssou Hounye, Muzhou Hou, Qiuhong Zhou, Jianglin Zhang
2023 J jnl
New theoretical ISM-K2 Bayesian network model for evaluating vaccination effectiveness.
J. Ambient Intell. Humaniz. Comput.
Xiaoliang Xie, Bingqi Xie, Dan Xiong, Muzhou Hou, Jinxia Zuo, Guo Wei, Julien Chevallier
2023 J jnl
Radial basis function neural network with extreme learning machine algorithm for solving ordinary differential equations.
Soft Comput.
Min Liu, Wenping Peng, Muzhou Hou, Zhongchu Tian
2023 J jnl
Solving Emden-Fowler Equations Using Improved Extreme Learning Machine Algorithm Based on Block Legendre Basis Neural Network.
Neural Process. Lett.
Yunlei Yang, Yang Wu, Muzhou Hou, Jianshu Luo, Xiaoliang Xie
2023 J jnl
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification.
Multim. Tools Appl.
Cong Cao, Jian Song, Ri Su, Xuewen Wu, Zheng Wang, Muzhou Hou
2022 J jnl
Comprehensive analysis of the expression and prognosis for GPXs in cutaneous melanoma using bioinformatics analysis.
Biomed. Signal Process. Control.
Alphonse Houssou Hounye, Miao Wan, Zheng Wang, Min Qi, Jianglin Zhang, Muzhou Hou
2022 J jnl
Deep learning for abdominal adipose tissue segmentation with few labelled samples.
Int. J. Comput. Assist. Radiol. Surg.
Zheng Wang, Alphonse Houssou Hounye, Jianglin Zhang, Muzhou Hou, Min Qi
2022 J jnl
Differentiating Crohn's disease from intestinal tuberculosis using a fusion correlation neural network.
Knowl. Based Syst.
Yinghao Chen, Ying Li, Minfeng Wu, Fanggen Lu, Muzhou Hou, Yani Yin
2022 J jnl
Numerical solving of generalized Black-Scholes differential equation using deep learning based on blocked residual connection.
Digit. Signal Process.
Muzhou Hou, Huawei Fu, Zheng Hu, Jia Wang, Yinghao Chen, Yunlei Yang
2022 — conf
PHN: Parallel Heterogeneous Network with Soft Gating for CTR Prediction.
CICAI (2)
Ri Su, Alphonse Houssou Hounye, Muzhou Hou, Cong Cao
2022 J jnl
PHN: Parallel heterogeneous network with soft gating for CTR prediction.
CoRR
Ri Su, Alphonse Houssou Hounye, Cong Cao, Muzhou Hou
2022 — conf
Pedestrian Re-recognition Based on Memory Network and Graph Structure.
IFTC
Yunfeng Zhang, Jiaqi Cao, Xiaopeng Li, Jiarui Ou, Shihua Zhu, Muzhou Hou, Cong Cao
2022 J jnl
Structure-aware deep learning for chronic middle ear disease.
Expert Syst. Appl.
Zheng Wang, Jian Song, Ri Su, Muzhou Hou, Min Qi, Jianglin Zhang, Xuewen Wu
2022 J jnl
Three feature streams based on a convolutional neural network for early esophageal cancer identification.
Multim. Tools Appl.
Zheng Wang, Zhaoying Li, Ying Xiao, Xiaowei Liu, Muzhou Hou, Shuijiao Chen
2021 J jnl
Adaptive multilayer neural network for solving elliptic partial differential equations with different boundary conditions.
Digit. Signal Process.
Zheng Wang, Alphonse Houssou Hounye, Jiaoju Wang, Cong Cao, Muzhou Hou
2021 J jnl
Attention graph convolutional nets for esophageal contraction pattern recognition in high-resolution manometries.
Biomed. Signal Process. Control.
Zheng Wang, Lu Yan, Yuzhuo Dai, Fanggen Lu, Jie Zhang, Muzhou Hou, Xiaowei Liu
2021 J jnl
Automatically discriminating and localizing COVID-19 from community-acquired pneumonia on chest X-rays.
Pattern Recognit.
Zheng Wang, Ying Xiao, Yong Li, Jie Zhang, Fanggen Lu, Muzhou Hou, Xiaowei Liu
2021 J jnl
Deep learning for tracing esophageal motility function over time.
Comput. Methods Programs Biomed.
Zheng Wang, Muzhou Hou, Lu Yan, Yuzhuo Dai, Yani Yin, Xiaowei Liu
2021 J jnl
Numerical solution for high-dimensional partial differential equations based on deep learning with residual learning and data-driven learning.
Int. J. Mach. Learn. Cybern.
Zheng Wang, Futian Weng, Jialin Liu, Kai Cao, Muzhou Hou, Juan Wang
2021 J jnl
Numerical solving of the generalized Black-Scholes differential equation using Laguerre neural network.
Digit. Signal Process.
Yinghao Chen, Hanyu Yu, Xiangyu Meng, Xiaoliang Xie, Muzhou Hou, Julien Chevallier
2021 J jnl
R-JaunLab: Automatic Multi-Class Recognition of Jaundice on Photos of Subjects with Region Annotation Networks.
J. Digit. Imaging
Zheng Wang, Ying Xiao, Futian Weng, Xiaojun Li, Danhua Zhu, Fanggen Lu, Xiaowei Liu, Muzhou Hou, Yu Meng
2021 J jnl
Research on users' participation mechanisms in virtual tourism communities by Bayesian network.
Knowl. Based Syst.
Yinghao Chen, Rong Chen, Jundong Hou, Muzhou Hou, Xiaoliang Xie
2020 J jnl
An improved optimal trigonometric ELM algorithm for numerical solution to ruin probability of Erlang(2) risk model.
Multim. Tools Appl.
Yangjin Cheng, Muzhou Hou, Juan Wang
2020 J jnl
Gold price forecasting research based on an improved online extreme learning machine algorithm.
J. Ambient Intell. Humaniz. Comput.
Futian Weng, Yinghao Chen, Zheng Wang, Muzhou Hou, Jianshu Luo, Zhongchu Tian
2020 J jnl
Land-use classification via ensemble dropout information discriminative extreme learning machine based on deep convolution feature.
Comput. Sci. Inf. Syst.
Tianle Zhang, Muzhou Hou, Tao Zhou, Zhaode Liu, Weirong Cheng, Yangjin Cheng
2020 J jnl
Neural network algorithm based on Legendre improved extreme learning machine for solving elliptic partial differential equations.
Soft Comput.
Yunlei Yang, Muzhou Hou, Hongli Sun, Tianle Zhang, Futian Weng, Jianshu Luo
2020 J jnl
Numerical solution of several kinds of differential equations using block neural network method with improved extreme learning machine algorithm.
J. Intell. Fuzzy Syst.
Yunlei Yang, Muzhou Hou, Jianshu Luo, Zhongchu Tian
2020 J jnl
Solution of Ruin Probability for Continuous Time Model Based on Block Trigonometric Exponential Neural Network.
Symmetry
Yinghao Chen, Chun Yi, Xiaoliang Xie, Muzhou Hou, Yangjin Cheng
2020 J jnl
Solving the ruin probabilities of some risk models with Legendre neural network algorithm.
Digit. Signal Process.
Yanfei Lu, Gang Chen, Qingfei Yin, Hongli Sun, Muzhou Hou
2019 J jnl
Numerical solution for ruin probability of continuous time model based on neural network algorithm.
Neurocomputing
Tao Zhou, Xia Liu, Muzhou Hou, Chunhui Liu
2019 J jnl
Solving Partial Differential Equation Based on Bernstein Neural Network and Extreme Learning Machine Algorithm.
Neural Process. Lett.
Hongli Sun, Muzhou Hou, Yunlei Yang, Tianle Zhang, Futian Weng, Feng Han
2018 — conf
An Online Learning Algorithm for Voice Activation Detection Based on a Pretrained Online Extreme Learning Machine.
CSAE
Tianle Zhang, Muzhou Hou, Futian Weng, Yunlei Yang, Hongli Sun, Zheng Wang, Zhong Gao, Jianshu Luo
2018 J jnl
Forecasting stock index with multi-objective optimization model based on optimized neural network architecture avoiding overfitting.
Comput. Sci. Inf. Syst.
Zhou Tao, Muzhou Hou, Chunhui Liu
2018 J jnl
Forecasting time series with optimal neural networks using multi-objective optimization algorithm based on AICc.
Frontiers Comput. Sci.
Muzhou Hou, Yunlei Yang, Liu Taohua, Wenping Peng
2017 J jnl
A new hybrid constructive neural network method for impacting and its application on tungsten price prediction.
Appl. Intell.
Muzhou Hou, Liu Taohua, Yunlei Yang, Zhu Hao, Liu Hongjuan, Yuan Xiugui, Xinge Liu
2014 J jnl
A new constructive neural network method for noise processing and its application on stock market prediction.
Appl. Soft Comput.
Xi Lu, Muzhou Hou, Moon Ho Lee, Jun Li, Duan Wei, Han Hai, Yalin Wu
2013 J jnl
A New Constructive Method to Optimize Neural Network Architecture and Generalization
CoRR
Muzhou Hou, Moon Ho Lee
2012 J jnl
Multivariate numerical approximation using constructive L
Neural Comput. Appl.
Muzhou Hou, Xuli Han
2011 J jnl
The multidimensional function approximation based on constructive wavelet RBF neural network.
Appl. Soft Comput.
Muzhou Hou, Xuli Han
2010 J jnl
Constructive approximation to multivariate function by decay RBF neural network.
IEEE Trans. Neural Networks
Muzhou Hou, Xuli Han
2009 J jnl
Constructive approximation to real function by wavelet neural networks.
Neural Comput. Appl.
Muzhou Hou, Xuli Han, Yixuan Gan
2008 C conf
Quasi-interpolation for Data Fitting by the Radial Basis Functions.
GMP
Xuli Han, Muzhou Hou
2007 — conf
Neural Networks for Approximation of Real Functions with the Gaussian Functions.
ICNC (1)
Xuli Han, Muzhou Hou