Xue-Yong Yu, Xin-Hui Guo, Vol. 14, No. 10, October 31, 2020
10.3837/tiis.2020.10.004

• Incremental Principal Component Analysis
• Offline and real-time learning
• Fog Computing
• Data anomaly detection

Hui Wang, Chengjie Wang, Zihao Shen, Dengwei Lin, Vol. 14, No. 7, July 31, 2020
10.3837/tiis.2020.07.019

• Mixed kernel function
• Particle Swarm Optimization
• kernel principal component analysis
• Extreme Learning Machine
• Intrusion Detection

Chunming Wu, Meng Wang, Lang Gao, Weijing Song, Tian Tian, Kim-Kwang Raymond Choo, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.006

• Hyperspectral imagery classification
• Convolutional Neural Network
• Principal Component Analysis
• gray-level co-occurrence matrix
• differential Mathematical morphology

Xue Lv, Zekun Wang, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.003

• Principal Component Analysis
• Automatic gain control
• empirical mode decomposition
• wavelet transform

Minghua Wan, Zhihui Lai, Vol. 11, No. 7, July 30, 2017
10.3837/tiis.2017.07.016

• feature extraction
• Principal component analysis (PCA)
• Locally linear embedding (LLE)
• Sparse constraint
• Lasso regression

Yong Min Kim, Ki Tae Park, Young Shik Moon, Vol. 9, No. 6, June 29, 2015
10.3837/tiis.2015.06.019

• infrared image
• segmentation
• total least square
• Principal Component Analysis
• sum of the square error
• gaussian weight
• error minimization.

Hansung Lee, Daesung Moon, Ikkyun Kim, Hoseok Jung, Daihee Pa, Vol. 9, No. 3, March 30, 2015
10.3837/tiis.2015.03.019

• Anomaly Detection
• Intrusion Detection
• kernel principal component analysis
• minimum enclosing ellipsoid