Issue 10/2023
Content (23 Articles)
Coarse-to-fine knowledge transfer based long-tailed classification via bilateral-sampling network
Junyan Xu, Wei Zhao, Hong Zhao
LSTM with spatiotemporal attention for IoT-based wireless sensor collected hydrological time-series forecasting
Jianying Huang, Jinhui Li, Jeill Oh, Hoon Kang
Asymmetric models of intuitionistic fuzzy rough sets and their applications in decision-making
Li Zhang, Ping Zhu
Optimizing traffic efficiency via a reinforcement learning approach based on time allocation
Chao Xiang, Zhongming Jin, Zhengxu Yu, Xian-Sheng Hua, Yao Hu, Wei Qian, Kaili Zhu, Deng Cai, Xiaofei He
OUBoost: boosting based over and under sampling technique for handling imbalanced data
Sahar Hassanzadeh Mostafaei, Jafar Tanha
Transformer-based contrastive learning framework for image anomaly detection
Wentao Fan, Weimin Shangguan, Yewang Chen
Multi-layered semantic representation network for multi-label image classification
Xiwen Qu, Hao Che, Jun Huang, Linchuan Xu, Xiao Zheng
Pseudo-label driven deep hashing for unsupervised cross-modal retrieval
XianHua Zeng, Ke Xu, YiCai Xie
OSAGGAN: one-shot unsupervised image-to-image translation using attention-guided generative adversarial networks
Xiaofei Huo, Bin Jiang, Haotian Hu, Xinjiao Zhou, Bolin Zhang
An efficient planning method based on deep reinforcement learning with hybrid actions for autonomous driving on highway
Mei Zhang, Kai Chen, Jinhui Zhu
Dynamic graph-based attribute reduction approach with fuzzy rough sets
Lei Ma, Chuan Luo, Tianrui Li, Hongmei Chen, Dun Liu
Lightweight single image super-resolution based on multi-path progressive feature fusion and attention mechanism
Shanshan Li, Dengwen Zhou, Yukai Liu, Dandan Gao, Wanjun Wang
Stochastic configuration networks for adaptive inverse dynamics modeling
Gang Dang, Dianhui Wang
An improved collaborative filtering model based on time weighted correlation coefficient and inter-cluster separation
Ruike Lan, Donghong Tian, Qianqian Wu, Min Li
An interpretable neural network TV program recommendation based on SHAP
Fulian Yin, Ruiling Fu, Xiaoli Feng, Tongtong Xing, Meiqi Ji
learning anomalous human actions using frames of interest and decoderless deep embedded clustering
Muhammad Hafeez Javed, Zeng Yu, Tianrui Li, Noreen Anwar, Taha M. Rajeh
Multi video summarization using query based deep optimization algorithm
Shaharyar Alam Ansari, Aasim Zafar
Siamese global location-aware network for visual object tracking
Jiafeng Li, Bin Li, Guodong Ding, Li Zhuo
Improving cross-lingual language understanding with consistency regularization-based fine-tuning
Bo Zheng, Wanxiang Che
Improving label quality in crowdsourcing using deep co-teaching-based noise correction
Kang Zhu, Siqing Xue, Liangxiao Jiang
Transferring variational autoencoders with coarse-and-fine alignment for open set broad classification
Shichang Sun, Yongdong Huang, Di Zhao, Yuhai Yu, Jiana Meng
ICUnet++: an Inception-CBAM network based on Unet++ for MR spine image segmentation
Lei Li, Juan Qin, Lianrong Lv, Mengdan Cheng, Biao Wang, Dan Xia, Shike Wang