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	Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings Journal article Neural Networks,2025, volume: 183 Authors: Guo，Jiaxun; Fan，Wentao; Amayri，Manar; Bouguila，Nizar Favorite \| View/Download：4/0 \| Submit date：2025/03/10 Clustering Data augmentation Gamma mixture models VAE Variational inference
	A scaled dirichlet-based predictive model for occupancy estimation in smart buildings Journal article Applied Intelligence,2024, volume: 54, issue: 11-12, pages: 6981-6996 Authors: Guo, Jiaxun; Amayri, Manar; Fan, Wentao; Bouguila, Nizar Favorite \| View/Download：3/0 \| Submit date：2024/09/04 Mixture models Occupancy estimation Predictive modelling Scaled dirichlet Small sensor data Variational inference
	Liouville-Based Predictive Models for Occupancy Estimation Using Small Training Data Journal article IEEE Internet of Things Journal,2023, volume: 10, issue: 21, pages: 18876-18889 Authors: Guo, Jiaxun; Amayri, Manar; Fan, Wentao; Bouguila, Nizar Favorite \| View/Download：9/0 \| Submit date：2023/11/21 Mixture models occupancy estimation predictive modeling small sensor data variational inference
	Deep Into the Domain Shift: Transfer Learning Through Dependence Regularization Journal article IEEE Transactions on Neural Networks and Learning Systems,2023 Authors: Ma, Shumin; Yuan, Zhiri; Wu, Qi; Huang, Yiyan; Hu, Xixu Favorite \| View/Download：4/0 \| Submit date：2024/06/19 Adaptation models Copula Covariance matrices Data science domain adaptation domain divergence Neural networks regularization Sun Transfer learning Urban areas
	Conditional generalized estimating equations of mean-variance-correlation for clustered data Journal article Computational Statistics and Data Analysis,2022, volume: 168 Authors: Luo, Renwen; Pan, Jianxin Favorite \| View/Download：11/0 \| Submit date：2022/03/07 Clustered data Estimator efficiency Generalised estimating equation Mean-variance-correlation models
	Penalized joint generalized estimating equations for longitudinal binary data Journal article Biometrical Journal,2022, volume: 64, issue: 1, pages: 57 - 73 Authors: Huang, Youjun; Pan, Jianxin Favorite \| View/Download：15/0 \| Submit date：2021/09/24 correlation matrix joint mean and correlation models longitudinal binary data penalized generalized estimating equations variable selection
	Edge-Based Communication Optimization for Distributed Federated Learning Journal article IEEE Transactions on Network Science and Engineering,2022, volume: 9, issue: 4, pages: 2015-2024 Authors: Wang, Tian; Liu, Yan; Zheng, Xi; Dai, Hong Ning; Jia, Weijia Favorite \| View/Download：14/0 \| Submit date：2021/10/19 Clustering Collaborative work Communication optimization Computational modeling Data models Data privacy Federated learning Mobile edge nodes Model filtering Optimization Servers Training
	A scalable surrogate L0 sparse regression method for generalized linear models with applications to large scale data Journal article Journal of Statistical Planning and Inference,2021, volume: 213, pages: 262-281 Authors: Li, Ning; Peng, Xiaoling; Kawaguchi, Eric; Suchard, Marc A.; Li, Gang Favorite \| View/Download：11/0 \| Submit date：2021/10/19 Generalized linear models High dimensional massive sample size data L0 penalty Ridge regression Variable selection
	pHeavy: Predicting Heavy Flows in the Programmable Data Plane Journal article IEEE Transactions on Network and Service Management,2021, volume: 18, issue: 4, pages: 4353-4364 Authors: Zhang, Xiaoquan; Cui, Lin; Tso, Fung Po; Jia, Weijia Favorite \| View/Download：19/0 \| Submit date：2021/10/19 Computational modeling Decision tree Decision trees Heavy flow Machine learning Machine learning algorithms P4. Predictive models Programmable data plane Switches Training
	An Intelligent Game based Offloading Scheme for Maximizing Benefits of IoT-Edge-Cloud Ecosystems Journal article IEEE Internet of Things Journal,2020, volume: 9, issue: 8, pages: 5600-5616 Authors: Yu, Mingyue; Liu, Anfeng; Xiong, Neal N.; Wang, Tian Favorite \| View/Download：6/0 \| Submit date：2021/12/02 Cloud computing Computation offloading Computational modeling Data models Data-As-A-Service Data-intensive Ecosystems Game theory Games Internet of Things Maximizing benefits. Task analysis

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