Ausgabe 1/2023
Inhalt (24 Artikel)
Special Issue on Decision Making in Heterogeneous Network Data Scenarios and Applications
Jianxin Li, Chengfei Liu, Ziyu Guan, Yinghui Wu
Sparse relation prediction based on hypergraph neural networks in online social networks
Yuanshen Guan, Xiangguo Sun, Yongjiao Sun
Group homophily based facility location selection in geo-social networks
Yuliang Ma, Ningning Cui, Zhong-Zhong Jiang, Ye Yuan, Guoren Wang
Identifying informative tweets during a pandemic via a topic-aware neural language model
Wang Gao, Lin Li, Xiaohui Tao, Jing Zhou, Jun Tao
Intra- and inter-association attention network-enhanced policy learning for social group recommendation
Youquan Wang, Zhiwen Dai, Jie Cao, Jia Wu, Haicheng Tao, Guixiang Zhu
Personalized tag recommendation via denoising auto-encoder
Weibin Zhao, Lin Shang, Yonghong Yu, Li Zhang, Can Wang, Jiajun Chen
Glider: rethinking congestion control with deep reinforcement learning
Zhenchang Xia, Libing Wu, Fei Wang, Xudong Liao, Haiyan Hu, Jia Wu, Dan Wu
Optimization of maintenance personnel dispatching strategy in smart grid
Yunliang Chen, Nian Zhang, Jining Yan, Guishui Zhu, Geyong Min
A novel feature-based framework enabling multi-type DDoS attacks detection
Lu Zhou, Ye Zhu, Yong Xiang, Tianrui Zong
A multi-attribute decision making approach based on information extraction for real estate buyer profiling
Linan Zhu, Minhao Xu, Yifei Xu, Zhechao Zhu, Yanyan Zhao, Xiangjie Kong
Clustering-enhanced stock price prediction using deep learning
Man Li, Ye Zhu, Yuxin Shen, Maia Angelova
Memory-augmented meta-learning framework for session-based target behavior recommendation
Bo Yu, Xiyang Li, Junhua Fang, Chong Tai, Wanjun Cheng, Jiajie Xu
Auxiliary signal-guided knowledge encoder-decoder for medical report generation
Mingjie Li, Rui Liu, Fuyu Wang, Xiaojun Chang, Xiaodan Liang
Dynamic path learning in decision trees using contextual bandits
Weiyu Ju, Dong Yuan, Wei Bao, Liming Ge, Bing Bing Zhou
TransO: a knowledge-driven representation learning method with ontology information constraints
Zhao Li, Xin Liu, Xin Wang, Pengkai Liu, Yuxin Shen
PreKar: A learned performance predictor for knowledge graph stores
Zhixin Qi, Hongzhi Wang, Ziming Shen, Donghua Yang
Example query on ontology-labels knowledge graph based on filter-refine strategy
Linlin Ding, Sisi Li, Mo Li, Ze Chen, Hanlin Zhang, Hao Luo, George Y. Yuan
Structured anchor-inferred graph learning for universal incomplete multi-view clustering
Wenjue He, Zheng Zhang, Yongyong Chen, Jie Wen
Gated graph convolutional network with enhanced representation and joint attention for distant supervised heterogeneous relation extraction
Xiang Ying, Zechen Meng, Mankun Zhao, Mei Yu, Shirui Pan, Xuewei Li
Bipartite graph capsule network
Xianhang Zhang, Hanchen Wang, Jianke Yu, Chen Chen, Xiaoyang Wang, Wenjie Zhang
Attention-based hierarchical denoised deep clustering network
Yongfeng Dong, Ziqiu Wang, Jiapeng Du, Weidong Fang, Linhao Li
Effective rule mining of sparse data based on transfer learning
Yongjiao Sun, Jiancheng Guo, Boyang Li, Nur Al Hasan Haldar
Multi-center federated learning: clients clustering for better personalization
Guodong Long, Ming Xie, Tao Shen, Tianyi Zhou, Xianzhi Wang, Jing Jiang
LIFOSS: a learned index scheme for streaming scenarios
Tong Yu, Guanfeng Liu, An Liu, Zhixu Li, Lei Zhao