1 option
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.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1316
- Communications in Computer and Information Science, 1865-0937 ; 1316
- Language:
- English
- Subjects (All):
- Data mining.
- Artificial intelligence.
- Application software.
- Computer networks.
- Social sciences-Data processing.
- Computer vision.
- Data Mining and Knowledge Discovery.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Computer Communication Networks.
- Computer Application in Social and Behavioral Sciences.
- Computer Vision.
- Local Subjects:
- Data Mining and Knowledge Discovery.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Computer Communication Networks.
- Computer Application in Social and Behavioral Sciences.
- Computer Vision.
- Physical Description:
- 1 online resource (XX, 229 pages) : 72 illustrations, 48 illustrations in color.
- Edition:
- 1st ed. 2020.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2020.
- System Details:
- text file PDF
- 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.
- Contents:
- 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. .
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-62098-1
- 9783030620981
- Access Restriction:
- Restricted for use by site license.
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