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

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

Gaohua Lin, Yongming Zhang, Qixing Zhang, Yang Jia, Gao Xu, Jinjun Wang, Vol. 11, No. 11, November 29, 2017
10.3837/tiis.2017.11.019

• Smoke detection
• Video sequences
• Volume local binary pattern
• Dynamic texture
• Support Vector Machine

Feiniu Yuan, Jinting Shi, Xue Xia, Yong Yang, Yuming Fang, Rui Wang, Vol. 10, No. 4, April 29, 2016
10.3837/tiis.2016.04.019

• Sub Oriented Histogram
• Smoke detection
• Image Classification
• Local Binary Patterns
• Support Vector Machine.