Title	COVID-19: Improving the accuracy using data augmentation and pre-trained DCNN Models
Author	Saif Hassan, Abdul Ghafoor, Zahid Hussain Khand, Zafar Ali, Ghulam Mujtaba, Sajid Khan
Citation	Vol. 24  No. 7  pp. 170-176
Keywords	.COVID-19, data augmentation, Deep CNNs, Chest X-ray dataset

Title	Innovative Teaching Technologies as a Way to Increase Students Competitiveness
Author	Olena M. Galynska, Nataliia V. Shkoliar, Zoriana I. Dziubata, Svitlana V. Kravets, Nataliia S. Levchyk
Citation	Vol. 24  No. 7  pp. 157-169
Keywords	innovative teaching technologies, IT specialist, information and communication technologies, business game technology, case study technology.

Title	From Reflection to Self-assessment: Methods of Developing Critical Thinking in Students
Author	Olha I. Dienichieva, Maryna I. Komogorova, Svitlana F. Lukianchuk, Liudmyla I. Teletska, Inna M. Yankovska
Citation	Vol. 24  No. 7  pp. 148-156
Keywords	critical thinking, reflection, self-assessment, cognitive models of learning, metacognitive awareness.

Title	Multi-type Image Noise Classification by Using Deep Learning
Author	Waqar Ahmed, Zahid Hussain Khand, Sajid Khan, Ghulam Mujtaba, Muhammad Asif Khan, Ahmad Waqas
Citation	Vol. 24  No. 7  pp. 143-147
Keywords	Convolutional Neural Networks, Keras, Deep Learning, Image Noise Classification, Machine Learning.