ICT Innovations 2020. Machine Learning and Applications : 12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24–26, 2020, Proceedings / edited by Vesna Dimitrova, Ivica Dimitrovski

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Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Communications in Computer and Information Science ; 1316 | Springer eBook CollectionPublisher: Cham : Springer International Publishing, 2020Publisher: Cham : Imprint: Springer, 2020Edition: 1st ed. 2020Description: 1 Online-Ressource(XX, 229 p. 72 illus., 48 illus. in color.)ISBN:

9783030620981

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Additional physical formats: 9783030620974 | 9783030620998 | Erscheint auch als: 9783030620974 Druck-Ausgabe | Erscheint auch als: 9783030620998 Druck-AusgabeDOI: DOI: 10.1007/978-3-030-62098-1Online resources:

Summary: 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. .Summary: 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.PPN: PPN: 1737520397Package identifier: Produktsigel: ZDB-2-SCS | ZDB-2-SEB | ZDB-2-SXCS

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