ICT Innovations 2020. Machine Learning and Applications [electronic resource] : 12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24–26, 2020, Proceedings /

Temperature dependent initial chemical conditions for WRF-Chem air pollution simulation model -- Smart City Air Pollution Monitoring and Prediction: A Case Study of Skopje -- Cloud Based Personal Health Records Data Exchange in the Age of IoT: The Cross4all Project -- Time series anomaly detection with Variational AutoEncoder using mahalanobis distance -- Towards cleaner environments by automated garbage detection in images -- Fine - grained image classification using transfer learning and context encoding -- Machine Learning and Natural Language Processing: Review of Models and Optimization Problems -- Improving NER Performance by Applying Text Summarization on Pharmaceutical Articles -- Case Study: Predicting Students Objectivity in Self-Evaluation Responses using BertSingle-Label and Multi-Label Fine-Tuned Deep-Learning Models -- Fat Tree Algebraic Formal Modelling applied to Fog Computing -- A Circuit for Flushing Instructions from Reservation Stations -- Parallel programming strategies for computing Walsh spectra of Boolean functions -- Pipelined Serial Register Renaming -- Fast Decoding with Cryptcodes for Burst Errors -- Cybersecurity Platforms Assessment -- Real-Time Monitoring and Assessing Open Government Data: A case study of the Western Balkan Countries -- Analysis of digitalization in healthcare: case study -- Correlating Glucose Regulation with Lipid Profile. .

This book constitutes the refereed proceedings of the 12th International ICT Innovations Conference, ICT Innovations 2020, held in Skopje, North Macedonia, in September 2020. The 12 full papers and 6 short papers presented were carefully reviewed and selected from 60 submissions. The focal point of the volume is machine learning and applications in spheres of business, science and technology.