Title	Enhanced CT-image for Covid-19 classification using ResNet 50
Author	Lobna M.Abouelmagd, Manal soubhy Ali Elbelkasy
Citation	Vol. 24  No. 1  pp. 119-126
Keywords	COVID-19, CNN, Resnet50, BPNN, CLAHE, CT-scan

Title	Anomaly-Based Network Intrusion Detection: An Approach Using Ensemble-Based Machine Learning Algorithm
Author	Kashif Gul Chachar and Syed Nadeem Ahsan
Citation	Vol. 24  No. 1  pp. 107-118
Keywords	Seamless, Intrusion detection, Anomaly, Ensemble, J48, Reptree, Na?ve-byes, Support Vector Machine (SVM).

Title	Development of an Information System for Accounting for the Level of Training of Future Specialists in the Field of Information Technology
Author	Alla Kapiton, Nataliia Kononets, Valeriy Zhamardiy, Lesya Petrenko, Nadiya Kravtsova, and Tetiana Blahova
Citation	Vol. 24  No. 1  pp. 95-106
Keywords	Software Product, Information System, Specialist, Information and Communication Technologies.

Title	Development of an Information System for Accounting for the Level of Training of Future Specialists in the Field of Information Technology
Author	Alla Kapiton, Nataliia Kononets, Valeriy Zhamardiy, Lesya Petrenko, Nadiya Kravtsova, and Tetiana Blahova
Citation	Vol. 24  No. 1  pp. 95-106
Keywords	Software Product, Information System, Specialist, Information and Communication Technologies.