Title	Diabetes Prediction Medicament using Optimized SVM algorithm with Outlier detection and removal
Author	K. Kanmani, Dr.A. Murugan
Citation	Vol. 22  No. 5  pp. 539-544
Keywords	Data mining, SVM, Outlier Detection, R programming

Title	An Ensemble Approach to Detect Fake News Spreaders on Twitter
Author	Muhammad Nabeel Sarwar, Riaz UlAmin and Sidra Jabeen
Citation	Vol. 22  No. 5  pp. 294-302
Keywords	Fake news detection, Fake news Spreaders, Ensemble learning, Statistical Model, Feature Analysis of fake news spreaders, identification of twitter users.

Title	Intrusion Detection using Attribute Subset Selector Bagging (ASUB) to Handle Imbalance and Noise
Author	A.Sagaya Priya and Dr.S.Britto Ramesh Kumar
Citation	Vol. 22  No. 5  pp. 97-102
Keywords	Intrusion detection; Ensemble modelling; Bagging; Data Imbalance; Noise

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