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Title

SC-CVAR: Intrusion Detection Using Feature Selection and Machine Learning Techniques on UNSW-NB15 Dataset

Author

J. Vimal Rosy and Dr. S. Britto Ramesh Kumar

Citation

Vol. 22  No. 4  pp. 691-699

Keywords

Intrusion detection, UNSW-NB15 dataset, Random Forest classifier, Sine Cosine algorithm.


Title

Deep Neural Networks for Face Recognition and Feature Extraction from Multi-lateral Images

Author

Venkata Srinivasu Veesam, Suban Ravichandran, and Gatram Rama Mohan Babu,

Citation

Vol. 22  No. 4  pp. 700-704

Keywords

facial recognition, face detection, feature extraction, convolutional neural networks, deep neural networks


Title

Distance Learning As A Means Of Stimulating Self-Education Of Higher Education Students

Author

Olha Shum¢Ó, Kateryna Fadyeyeva , Sergii Pustovalov, Oleksandr Skliar, Oksana Khymych, Svitlana Pukhno

Citation

Vol. 22  No. 4  pp. 705-709

Keywords

Distance learning, Self-education, Information technology, Student.


Title

UnPMD: An Effective Power Saving Underloaded Physical Machine Detection Method in the Cloud Computing Environment

Author

Deafallah Alsadie

Citation

Vol. 22  No. 4  pp. 710-720

Keywords

Cloud computing; Energy efficiency; VM consolidation; Underloaded server; Utilization.


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