Maryna Molchanova

Country: NA

Education: Unknown

Affiliation: Khmelnytskyi National University

Domain of Research: Technology Trends,Machine Vision,Intelligent Systems,Artificial Intelligence,e-Business,e-Learning,Action Languages,Agents and Multi-agent Systems,Ambient Intelligence,Ant colony optimization,Artificial Consciousness and Artificial Brain,Artificial Imagination,Artificial Intelligence,Artificial Intuition,Artificial Neural Networks,Assistive Robots,Augmented Reality,Automated Planning And Scheduling,Autonomous Robots,Bayesian networks,Big Data,Big data analytics for security,Bioinformatics,Business Intelligence,Cellular Networks,Cloud Computing,Collaborative Learning,Combinatorial optimization,Computational Intelligence,Computational Learning Theory,Computer Vision,Creative and Entertaining Robots,Data Mining,Data Retrieval and Data Mining,Data Science,Databases,Decision Making,Decision Support Systems,Decision theory,Delivery Systems and Environments,Digital Marketing,Distance Learning,e-Business,e-Commerce,Educational Systems Design,e-Governance,e-Learning,e-Learning Organisational Issues,e-Learning Tools,Evolutionary Algorithms,Evolutionary Computing,E-Waste,Expert Systems,Facial and Object Recognition,Fuzzy Logic,General Intelligence,Genetic Algorithms,Geographic Information Systems,Green Computing,Health care Systems,Human Computer Interaction,Human-Robot Interaction,Image Processing,Image Processing and Analysis,Image/Video Processing,Information Retrieval,Information Theory,Intelligent Driving,Intelligent Systems,Internet of Things,Intrusion Detection,Knowledge Engineering and Mining,Knowledge Management,Knowledge Representation,Machine Learning,Machine Perception,Machine Vision,Medical Diagnosis,Mobile Applications,Mobile Robots,Motion And Manipulation,Motion Planning,Natural Language Processing,Neural Networks,Neuro-Fuzzy Systems,Numerical Analysis,Ontology Engineering,Pattern Recognition,Perception and Learning,Problem Solving,Robotics,Secure Transactions,Semantic Networks,Sentiment Analysis,Smart Buildings and Cities,Smart Cities,Smart Grid,Smart Healthcare,Social Computing,Spam Detection,Speech Recognition,Supervised and Unsupervised Learning,Support Vector Machines,Swarm Intelligence,Video Analysis,Virtual Learning Environments,Virtual Reality,Web Analytics,Web-based Learning Communities

Biography: I am a Senior Lecturer at the Department of Computer Science, Khmelnytskyi National University (Ukraine), and a PhD holder in Computer Science. My research expertise covers machine learning, natural language processing, computer vision, explainable AI, etc. I work on reliable and interpretable methods for analyzing digital text content, including detection of harmful or manipulative communication patterns in educational and cybersecurity-awareness contexts. In parallel, I conduct applied computer vision research on image classification problems, including texture and fabric classification and image-based assessment of building damage. I emphasize methodological rigor, reproducibility, and clear reporting, and I provide constructive peer reviews focused on novelty, experimental validity, baseline adequacy, dataset integrity, and ethical considerations. I have experience as a reviewer of publications, including those indexed in Scopus: scientific journals and conference proceedings : «Journal of Scientific Research and Reports», «Asian Journal of Research in Computer Science», «Journal of Engineering Research and Reports», «Information Control Systems & Technologies» etc.