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

JongSeol Lee, MyeongChun Lee, Dalwon Jang, Kyoungro Yoon, Vol. 12, No. 4, April 29, 2018
10.3837/tiis.2018.04.026

• Music genre classification
• music sample analysis
• MIDI analysis
• Korean traditional music
• music editor

Andronicus Ayobami AKINYELU, Aderemi Oluyinka ADEWUMI, Vol. 12, No. 3, March 30, 2018
10.3837/tiis.2018.03.021

• support vector machines
• Classification
• Machine Learning
• phishing email
• spam email

Jingbo Zhou, Jiyou Zhai, Yongfeng Ren, Ali Lu, Vol. 12, No. 3, March 30, 2018
10.3837/tiis.2018.03.016

• Saliency Object Detection
• Soft-Label Partition
• Similarity Voting
• Adaptive Figure-Ground Classification

Luo Shiqi, Tian Shengwei, Yu Long, Yu Jiong, Sun Hua, Vol. 12, No. 1, January 30, 2018
10.3837/tiis.2018.01.022

• Malware classification
• texture image
• uncompressed gray-scale
• Deep Belief Network

YongHeng Chen, Fuquan Zhang, WanLi Zuo, Vol. 12, No. 1, January 30, 2018
10.3837/tiis.2018.01.019

• multi-modal topic model
• image annotation
• Image Classification
• nonparametric Bayesian statistics
• variational inference algorithm

Nguyen Manh Dung, Dongkeun Kim, Soonghwan Ro, Vol. 12, No. 12, December 30, 2018
10.3837/tiis.2018.12.022

• Smoke detection
• Deep Learning
• Convolutional Neural Network
• cascade classification
• BAIR reference CaffeNet