Ruoxin Ma, Shengjie Zhao, Samuel Cheng, Vol. 15, No. 1, January 31, 2021
10.3837/tiis.2021.01.011

• Rigid Registration
• Self-Supervised Learning
• Small Image
• LSTM
• Homography Estimation

Minhaz Uddin Ahmed, Yeong Hyeon Kim, Phill Kyu Rhee, Vol. 14, No. 12, December 31, 2020
10.3837/tiis.2020.12.009

• Object Detection
• active learning
• Semi-supervised learning
• Convolutional Neural Network

Cong Hu, Xiao-Jun Wu, Zhen-Qiu Shu, Vol. 13, No. 11, November 30, 2019
10.3837/tiis.2019.11.009

• representation learning
• Unsupervised Learning
• generative adversarial networks
• deep convolutional autoencoders
• Bagging

Sung-Woo Byun, Seok-Pil Lee, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.028

• Near-duplicate Video
• NDVR
• Class Activation Maps
• Hashing
• Supervised Learning

Sihyung Lee, Vol. 13, No. 4, April 29, 2019
10.3837/tiis.2019.04.005

• Political manipulation
• fake news
• online communities
• WWW
• Unsupervised learning

Junhyoung Oh, Tae Ho Kim, Kyung Ho Lee, Vol. 13, No. 3, March 30, 2019
10.3837/tiis.2019.03.035

• Insider threat detection
• Machine Learning
• Unsupervised learning
• Security
• Privacy Behavior

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

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

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

Young-Seob Jeong, Sou-Young Jin, Ho-Jin Choi, Vol. 7, No. 1, January 29, 2013
10.3837/tiis.2013.01.006

• Topic mining
• Unsupervised learning
• efficient parameter approximation