Jianwei Wang, Chengsheng Pan, Vol. 19, No. 4, April 30, 2025
10.3837/tiis.2025.04.001

• Support Vector Machine
• Decision Gray Wolf Optimization algorithm
• Parameter optimization
• model selection

Chao-Hsien Hsieh, Fengya Xu, Qingqing Yang, Dehong Kong, Vol. 18, No. 10, October 31, 2024
10.3837/tiis.2024.10.009

• Hidden Markov Model
• Support Vector Machine
• system call
• Intrusion Detection

Ashok J, Sowmia K R, Jayashree K, Priya Vijay, Vol. 17, No. 2, February 28, 2023
10.3837/tiis.2023.02.013

• Effective Spectrum Sensing
• Cognitive Radio Networks
• Improved Support Vector Machine
• Grasshopper Optimization-based Particle Swarm Algorithm

Heming Jia, Kangjian Sun, Yao Li, Ning Cao, Vol. 16, No. 4, April 30, 2022
10.3837/tiis.2022.04.003

• Marine predators algorithm
• co-evolutionary cultural mechanism
• Feature selection
• Support Vector Machine
• hyperparameters optimization

Hui Wen, Dongshun Jia, Zhiqiang Liu, Hang Xu, Guangtao Hao, Vol. 16, No. 4, April 30, 2022
10.3837/tiis.2022.04.002

• Support Vector Machine
• sparse sampling
• granularity
• granularity shift factor
• large scale set

Ermatita, Ahmad Sanmorino, Samsuryadi, Dian Palupi Rini, Vol. 16, No. 1, January 31, 2022
10.3837/tiis.2022.01.009

• Factors contributing to research performance
• selection of features
• Backpropagation
• Support Vector Machine

Yahye Abukar Ahmed, Barış Koçer, Bander Ali Saleh Al-rimy, Vol. 14, No. 5, May 31, 2020
10.3837/tiis.2020.05.021

• Ransomware
• Supervised Machine Learning
• Support Vector Machine
• Artificial neural network
• Term Frequency-Inverse document frequency.

Rahib H.Abiyev, Murat Arslan, John Bush Idoko, Vol. 14, No. 2, February 29, 2020
10.3837/tiis.2020.02.009

• Sign language
• single short multi-box detector
• Convolutional neural networks
• Support Vector Machine

Yujing He, Ishtiaq Ahmad, Lin Shi, KyungHi Chang, Vol. 13, No. 10, October 30, 2019
10.3837/tiis.2019.10.014

• Acoustic feature extraction
• Classification
• Harmonic line association (HLA)
• Wavelets
• Support vector machine (SVM)

Alaeddin Alabdallah, Mohammed Awad, Vol. 12, No. 10, October 30, 2018
10.3837/tiis.2018.10.027

• Intrusion Detection System
• Weighted Support Vector Machine
• Stratified sampling
• Cost function
• NSL-KDD