Gururaj Nase, Arun Arthanareeswaran, Vol. 19, No. 6, June 30, 2025
10.3837/tiis.2025.06.002

• Symmetry-Aware Cross-Attention (SACA)
• Skin Lesion Classification
• Attention Mechanism
• Melanoma
• Convolutional-neural-networks (CNNs)
• Skin Cancer (SC)

Chen Wang, Bo Xie, Peiqian Zhan, Xiaoqi Yang, Hua Zhang, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.004

• knowledge tracing
• skill tags
• masked cross attention
• Transformer block
• response prediction

Kui Jiang, Siwei Wu, Ruibin Huang, Zhaorui Deng, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.015

• Attention Mechanism
• Domain name generation algorithm
• Gated Convolution
• residual structure

Xibin Jia, Chuanxu Yang, Yifan Yang, Chen Qian, Luo Wang, Zhenghan Yang, Hui Xu, Xianjun Han, Hao Ren, Xinru Wu, Boyang Ma, Dawei Yang, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.012

• Medical and Biological Imaging
• Multiple MRI Sequences Fusion
• Focal Lesion Segmentation
• Dual Attention

Jinjin Zhang, Ranchen Dai, Yongsheng Tang, Tianming Zhan, Xiaobing Yu, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.011

• Hyperspectral Image
• change detection
• multiscale structure
• Dense net
• Attention Mechanism

Liping Zhang, Minming Xu, Song Li, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.005

• knowledge graph completion
• generative adversarial networks
• Markov Process
• Graph Convolutional Neural Network
• Dual-Delay Deep Deterministic Policy Gradient based on Correlation and Attention Mechanisms

Xuedong Mao, Yuntao Zhao, Yongxin Feng, Yutao Hu, Vol. 18, No. 10, October 31, 2024
10.3837/tiis.2024.10.012

• Cyberspace security
• Malware variant detection
• XLNet
• CBAM
• AttentionBiLSTM

Yulin Cao, Chunyu Li, Guoqing Zhang, Yuhui Zheng, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.009

• Enhancement
• Transformer
• Low lumination
• spatial attention
• channel attention
• convolutional neural network.

Huanlong Zhang, Weiqiang Fu, Bin Zhou, Keyan Zhou, Xiangbo Yang, Shanfeng Liu, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.008

• Object Segmentation and Tracking
• Siamese Network
• Mask Propagation
• Mask evaluation
• Attention Mechanism.

Li Liu, Yuqi Kong, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.002

• Deep Learning
• instance segmentation
• Attention Mechanism
• Adaptive loss function