Ausgabe 6/2021
Inhalt (19 Artikel)
An improved density-based adaptive p-spectral clustering algorithm
Yanru Wang, Shifei Ding, Lijuan Wang, Ling Ding
Attention-based context aggregation network for monocular depth estimation
Yuru Chen, Haitao Zhao, Zhengwei Hu, Jingchao Peng
-norm probabilistic K-means clustering via nonlinear programming
Bowen Liu, Yujian Li, Ting Zhang, Zhaoying Liu
Consensus model based on probability K-means clustering algorithm for large scale group decision making
Qian Liu, Hangyao Wu, Zeshui Xu
Caps-OWKG: a capsule network model for open-world knowledge graph
Yuhan Wang, Weidong Xiao, Zhen Tan, Xiang Zhao
Hierarchical multi-attention networks for document classification
Yingren Huang, Jiaojiao Chen, Shaomin Zheng, Yun Xue, Xiaohui Hu
A scalable network intrusion detection system towards detecting, discovering, and learning unknown attacks
Zhao Zhang, Yong Zhang, Da Guo, Mei Song
Joint learning of author and citation contexts for computing drift in scholarly documents
J. Vijayarani, T. V. Geetha
Deep reinforcement learning based home energy management system with devices operational dependencies
Caomingzhe Si, Yuechuan Tao, Jing Qiu, Shuying Lai, Junhua Zhao
Feature distribution-based label correlation in multi-label classification
Xiaoya Che, Degang Chen, Jusheng Mi
Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO
Izaro Goienetxea, Iñigo Mendialdua, Igor Rodríguez, Basilio Sierra
Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization
SeyedEhsan Roshan, Shahrokh Asadi
Sample-based online learning for bi-regular hinge loss
Wei Xue, Ping Zhong, Wensheng Zhang, Gaohang Yu, Yebin Chen
Uncertainty measurement for a fuzzy set-valued information system
Zhaowen Li, Zhihong Wang, Qingguo Li, Pei Wang, Ching-Feng Wen
Fault detection of railway freight cars mechanical components based on multi-feature fusion convolutional neural network
Tao Ye, Zhihao Zhang, Xi Zhang, Yongran Chen, Fuqiang Zhou
Adaptive robust local online density estimation for streaming data
Zhong Chen, Zhide Fang, Victor Sheng, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang
Numerical solution for high-dimensional partial differential equations based on deep learning with residual learning and data-driven learning
Zheng Wang, Futian Weng, Jialin Liu, Kai Cao, Muzhou Hou, Juan Wang
A study on the uncertainty of convolutional layers in deep neural networks
Haojing Shen, Sihong Chen, Ran Wang