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	Access Control Models for XML Databases in the Cloud
Author	Shumukh Alfaqir, Saloua Hendaoui, Fatimah Alhablani, and Wesam Alenzi
Citation	Vol. 22  No. 5  pp. 89-96
Keywords	XML Databases, Cloud, Access Control Model, Privacy-Preserving

Title	Pedagogical Conditions for Formation of Design Competence of Qualified Workers with the Use of Information Technologies
Author	Lidiia Slipchyshyn, Oksana Honcharuk, Inessa Anikina, Polina Yakymenko, Hanna Breslavska, Svitlana Yakymenko, Ihor Opria
Citation	Vol. 22  No. 5  pp. 79-88
Keywords	design competence, artistic and technical design, information technologies, curricular and extracurricular activities, vocational education and training, qualified worker.

Title	Application of Deep Learning: A Review for Firefighting
Author	Dr Muhammad Khalid Shaikh
Citation	Vol. 22  No. 5  pp. 73-78
Keywords	Deep Learning, Firefighting, Literature Review, Structural Fires