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)

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

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

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

Zhenhua Li, Lei Zhang, Vol. 18, No. 7, July 31, 2024
10.3837/tiis.2024.07.009

• Melanoma segmentation
• Receptive field
• Attention Mechanism
• multi-scale contextural information.

Canlin Li, Shun Song, Pengcheng Gao, Wei Huang, Lihua Bi, Vol. 18, No. 4, April 30, 2024
10.3837/tiis.2024.04.009

• Low-Light Image Enhancement
• Deep Learning
• Edge detection
• multi-scale feature enhancement
• spatial attention mechanism.

Ran Tian, Bo Wang, Chu Wang, Vol. 18, No. 3, March 31, 2024
10.3837/tiis.2024.03.001

• Gated Recurrent Unit
• Attention Mechanism
• Commodities demand forecast
• Time Series
• Neural Network

Xiangyu Ma, Yuntao Zhao, Yongxin Feng, Yutao Hu, Vol. 18, No. 2, February 29, 2024
10.3837/tiis.2024.02.010

• Malware
• generative adversarial networks
• Deep Learning
• Pixel Attention Mechanism
• Adversarial Samples