ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data
Springer International Publishing (Verlag)
978-3-031-54320-3 (ISBN)
The 17 full papers included in this book were carefully reviewed and selected from 52 submissions. They are organized in sections by topics as follows: AI and natural language processing; bioinformatics; dew computing; e-learning and e-services; image processing; network science; theoretical informatics.
AI and Natural Language Proccessing.- Extracting Entities and Relations in Analyst Stock Ratings News.- MakedonASRDataset - A dataset for Speech Recognition in the Macedonian Language.- Bioinformatics.- Explainable machine learning unveils novel insights into breast cancer metastases sites bio-markers.- Implementation of the Time Series and the Convolutional Vision Transformers for Biological Signal Processing - Blood Pressure Estimation from Photoplethysmogram.- The Curious Case of Randomness in Deep Learning Models for Heartbeat Classification.- Dew Computing.- Disaster-Resilient Messaging using Dew Computing.- A Review of Dew and Edge Computing: Two Sides of a Modern Internet of Things Solution.- E-learning and E-services.-Unveiling Insights: Analyzing Application Logs to Enhance Autism Therapy Outcomes.- Image Processing.- Semantic Segmentation of Remote Sensing Images: Definition, Methods,Datasets and Applications.- Enhancing Knee Meniscus Damage Prediction from MRI Images with Machine Learning and Deep Learning Techniques.- Image Classification using Deep Neural Networks and Persistent Homology.- Network Science.- Understanding worldwide natural gas trade ow for 2017 to 2022: A network-based approach.- Identifying Drug - Disease Interactions Through Link Prediction in Heterogeneous Graphs.- Multiplex collaboration network of the Faculty of Computer Science and Engineering in Skopje.- Graph Neural Networks for Antisocial Behavior Detection on Twitter.- Theoretical Informatics.- On the Construction of Associative and Commutative Bilinear Multivariate Quadratic Quasigroups of Order 2n.- Introducing Probabilities in Networks of Polarized Splicing Processors.
| Erscheinungsdatum | 29.02.2024 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XXV, 263 p. 68 illus., 57 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Schlagworte | Artificial Intelligence • communication channels (information theory) • Communication Systems • Computer Networks • Computer systems • computer vision • Databases • Data Mining • Education • Engineering • Image Analysis • Image Processing • Information Retrieval • learning • machine learning • Network Protocols • Signal Processing • Telecommunication Systems • wireless telecommunication systems • World Wide Web |
| ISBN-10 | 3-031-54320-3 / 3031543203 |
| ISBN-13 | 978-3-031-54320-3 / 9783031543203 |
| Zustand | Neuware |
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