This book constitutes the refereed proceedings of the 15th International Conference on ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, ICT Innovations 2023, held in Ohrid, North Macedonia during September 24-26, 2023.
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.
Reihe
Sprache
Verlagsort
Verlagsgruppe
Springer International Publishing
Illustrationen
11
57 farbige Abbildungen, 11 s/w Abbildungen
XXV, 263 p. 68 illus., 57 illus. in color.
Dateigröße
ISBN-13
978-3-031-54321-0 (9783031543210)
DOI
10.1007/978-3-031-54321-0
Schweitzer Klassifikation
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 Classi?cation.- 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: De?nition, Methods,Datasets and Applications.- Enhancing Knee Meniscus Damage Prediction from MRI Images with Machine Learning and Deep Learning Techniques.- Image Classi?cation 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.
