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ORCIDICT Innovations 2023: Ohrid, North Macedonia
- Marija Mihova
, Mile Jovanov:
ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data - 15th International Conference, ICT Innovations 2023, Ohrid, North Macedonia, September 24-26, 2023, Proceedings. Communications in Computer and Information Science 1991, Springer 2024, ISBN 978-3-031-54320-3
AI and Natural Language Proccessing
- Ivan Krstev, Igor Mishkovski, Miroslav Mirchev, Blagica Golubova, Sasho Gramatikov:
Extracting Entities and Relations in Analyst Stock Ratings News. 3-18 - Martin Mishev, Blagica Penkova, Maja Mitreska, Magdalena Kostoska, Ana Todorovska, Monika Simjanoska, Kostadin Mishev:
MakedonASRDataset - A Dataset for Speech Recognition in the Macedonian Language. 19-27
Bioinformatics
- Milena Trajanoska, Viktorija Mijalcheva, Monika Simjanoska:
Explainable Machine Learning Unveils Novel Insights into Breast Cancer Metastases Sites Bio-Markers. 31-45 - Ivan Kuzmanov, Nevena Ackovska, Fedor Lehocki, Ana Madevska Bogdanova:
Implementation of the Time Series and the Convolutional Vision Transformers for Biological Signal Processing - Blood Pressure Estimation from Photoplethysmogram. 46-58 - Marjan Gusev, Stojancho Tudjarski, Aleksandar Stankovski, Mile Jovanov:
The Curious Case of Randomness in Deep Learning Models for Heartbeat Classification. 59-75
Dew Computing
- Anthony Harris, Yingwei Wang:
Disaster-Resilient Messaging Using Dew Computing. 79-93 - Marjan Gusev:
A Review of Dew and Edge Computing: Two Sides of a Modern Internet of Things Solution. 94-107
E-learning and E-services
- Bojan Ilijoski, Nevena Ackovska:
Unveiling Insights: Analyzing Application Logs to Enhance Autism Therapy Outcomes. 111-124
Image Processing
- Vlatko Spasev, Ivica Dimitrovski, Ivan Kitanovski, Ivan Chorbev:
Semantic Segmentation of Remote Sensing Images: Definition, Methods, Datasets and Applications. 127-140 - Martin Kostadinov, Petre Lameski, Andrea Kulakov, Ivan Miguel Pires, Paulo Jorge Simães Coelho, Eftim Zdravevski:
Enhancing Knee Meniscus Damage Prediction from MRI Images with Machine Learning and Deep Learning Techniques. 141-155 - Petar Sekuloski, Vesna Dimitrievska Ristovska:
Image Classification Using Deep Neural Networks and Persistent Homology. 156-170
Network Science
- Jovana Marojevikj, Ana Todorovska, Irena Vodenska, Lou Chitkushev, Dimitar Trajanov:
Understanding Worldwide Natural Gas Trade Flow for 2017 to 2022: A Network-Based Approach. 173-190 - Milena Trajanoska, Martina Toshevska, Sonja Gievska:
Identifying Drug - Disease Interactions Through Link Prediction in Heterogeneous Graphs. 191-205 - Ilinka Ivanoska, Kire Trivodaliev, Bojan Ilijoski:
Multiplex Collaboration Network of the Faculty of Computer Science and Engineering in Skopje. 206-221 - Martina Toshevska, Slobodan Kalajdziski, Sonja Gievska:
Graph Neural Networks for Antisocial Behavior Detection on Twitter. 222-236
Theoretical Informatics
- Marija Mihova:
On the Construction of Associative and Commutative Bilinear Multivariate Quadratic Quasigroups of Order 2n. 239-250 - Victor Mitrana, Mihaela Paun:
Introducing Probabilities in Networks of Polarized Splicing Processors. 251-262
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