Title	K-Means Clustering with Deep Learning for Fingerprint Class Type Prediction
Author	Esther Mukoya, Richard Rimiru† Michael Kimwele, and Destine Mashava
Citation	Vol. 22  No. 3  pp. 29-36
Keywords	Clustering, Deep learning, Fingerprint classification, Transfer learning, Prediction

Title	The Main Problems of Forming Soft Skills in the Future Career of a Student in a Pandemic
Author	Oksana Zhukova, Volodymyr Mandragelia, Liudmila Veselska , Andrii Yermolenko, Svitlana Dotsenko
Citation	Vol. 22  No. 3  pp. 23-28
Keywords	Soft skills, career, skills, learn, online.

Title	Formation of Anti-Corruption Consciousness of Citizens as a Direction of Interaction of Public Authorities and Institutions of Civil Society
Author	Yurii Shpak, Ivan Bandura, Roman Primush, Varvara Dokalenko, Vahif Abdullayev
Citation	Vol. 22  No. 3  pp. 17-22
Keywords	public authorities, civil society institutions, mass media, public associations, anti-corruption policy.

Title	Ecological and Economic Aspects of Innovative Development of Urban Logistics Infrastructure Taking Considering Pandemic Constraints
Author	Svitlana Rusanova, Olexiy Kuzkin, Hryhorii Melkonov, Yuliana Lavrushchenko, Oksana Kuzmenko, Viktoriia Zhurian
Citation	Vol. 22  No. 3  pp. 9-16
Keywords	ecology, innovative development, urban logistics infrastructure, sustainable development, pandemic constraints