Haifeng Sima, Aizhong Mi, Xue Han, Shouheng Du, Zhiheng Wang, Jianfang Wang, Vol. 12, No. 10, October 30, 2018
10.3837/tiis.2018.10.021

• Hyperspectral image classification
• Multi-layer superpixels
• Joint sparse representation
• Discriminative optimization sampling
• Reconstruction matrix

Lu Han, Fei Wu, Xiao-Yuan Jing, Vol. 12, No. 9, September 29, 2018
10.3837/tiis.2018.09.011

• Semi-supervised learning
• Manifold discriminant intact space
• Generated multi-view data points
• Intact feature representations
• Image Classification

Ran Dubin, Ofer Hadar, Amit Dvir, Ofir Pele, Vol. 12, No. 8, August 30, 2018
10.3837/tiis.2018.08.014

• Machine Learning
• Quality Representation Classification
• HTTPS Video Streaming
• Encrypted traffic
• YouTube

Shaonian Huang, Dongjun Huang, Mansoor Ahmed Khuhroa, Vol. 12, No. 8, August 30, 2018
10.3837/tiis.2018.08.012

• Pedestrian group detection
• spatiotemporal-oriented energy
• crowd video analysis
• video classification

Jafar Pouramini, Behrouze Minaei-Bidgoli, Mahdi Esmaeili, Vol. 12, No. 8, August 30, 2018
10.3837/tiis.2018.08.010

• Feature selection
• Imbalanced class
• High dimensionality
• Text Classification

Omer Iqbal, Waqas Jadoon, Zia ur Rehman, Fiaz Gul Khan, Babar Nazir, Iftikhar Ahmed Khan, Vol. 12, No. 7, July 30, 2018
10.3837/tiis.2018.07.011

• Collaborative Representation
• robust classification
• subspace learning
• linear representation
• Face Recognition

Dan Zhao, Baolong Guo, Yunyi Yan, Vol. 12, No. 6, June 29, 2018
10.3837/tiis.2018.06.020

• Neural Network
• Unsupervised learning
• sparse feature
• Classification

Minkyu Lim, Donghyun Lee, Hosung Park, Yoseb Kang, Junseok Oh, Jeong-Sik Park, Gil-Jin Jang, Ji-Hwan Kim, Vol. 12, No. 6, June 29, 2018
10.3837/tiis.2018.06.017

• Audio event classification
• Convolutional neural networks
• Deep Learning

Ji Young Lee, Tack Woo, Vol. 12, No. 5, May 30, 2018
10.3837/tiis.2018.05.022

• Traffic Classification
• Unsupervised learning
• k-nearest neighbor
• clustering

Dong-Wook Kim, Sung-Sam Hong, Myung-Mook Han, Vol. 12, No. 4, April 29, 2018
10.3837/tiis.2018.04.027

• Insider threat
• Markov chain
• Classification