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Kostadin Mishev
Kostadin Mishev
Assistant Professor, Ss. Cyril and Methodius University, Faculty of Computer Science and Engineering
Verified email at finki.ukim.mk - Homepage
Title
Cited by
Cited by
Year
Evaluation of Sentiment Analysis in Finance: From Lexicons to Transformers
K Mishev, A Gjorgjevikj, I Vodenska, LT Chitkushev, D Trajanov
IEEE Access 8, 131662-131682, 2020
4722020
Ethically Responsible Machine Learning in Fintech
M Rizinski, H Peshov, K Mishev, LT Chitkushev, I Vodenska, D Trajanov
IEEE Access 10, 97531-97554, 2022
872022
ISO-standardized smart city platform architecture and dashboard
V Zdraveski, K Mishev, D Trajanov, L Kocarev
IEEE Pervasive Computing 16 (2), 35-43, 2017
782017
Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex)
M Rizinski, H Peshov, K Mishev, M Jovanovik, D Trajanov
IEEE Access, 2024
462024
Requirements Engineering in Machine Learning Projects
A Gjorgjevikj, K Mishev, L Antovski, D Trajanov
IEEE Access, 2023
312023
PharmKE: Knowledge extraction platform for pharmaceutical texts using transfer learning
N Jofche, K Mishev, R Stojanov, M Jovanovik, E Zdravevski, D Trajanov
Computers 12 (1), 17, 2023
212023
Forecasting Corporate Revenue by Using Deep-Learning Methodologies
K Mishev, A Gjorgjevikj, I Vodenska, L Chitkushev, W Souma, D Trajanov
2019 International Conference on Control, Artificial Intelligence, Robotics …, 2019
212019
Performance evaluation of word and sentence embeddings for finance headlines sentiment analysis
K Mishev, A Gjorgjevikj, R Stojanov, I Mishkovski, I Vodenska, ...
ICT Innovations 2019. Big Data Processing and Mining: 11th International …, 2019
212019
Predicting companies stock price direction by using sentiment analysis of news articles
L Dodevska, V Petreski, K Mishev, A Gjorgjevikj, I Vodenska, ...
Proceedings of the 15th Annual International Conference on Computer Science …, 2019
172019
Bitcoin Price Prediction using Transfer Learning on Financial Micro-blogs
J Davchev, K Mishev, I Vodenska, L Chitkushev, D Trajanov
The 16th Annual International Conference on Computer Science and Education …, 2020
152020
MAKEDONKA: Applied Deep Learning Model for Text-to-Speech Synthesis in Macedonian Language
K Mishev, A Karovska Ristovska, D Trajanov, T Eftimov, M Simjanoska
Applied Sciences 10 (19), 6882, 2020
102020
Assistive e-Learning Software Modules to Aid Education Process of Students with Visual and Hearing Impairment: A Case Study in North Macedonia
K Mishev, AK Ristovska, O Rashikj-Canevska, M Simjanoska
International Conference on ICT Innovations, 145-159, 2021
92021
Named Entity Recognition and Knowledge Extraction from Pharmaceutical Texts using Transfer Learning
N Jofche, K Mishev, R Stojanov, M Jovanovik, E Zdravevski, D Trajanov
Procedia Computer Science 203, 721-726, 2022
82022
Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language
K Bogdanoski, K Mishev, M Simjanoska, D Trajanov
International Conference on Deep Learning Theory and Applications, 254-268, 2023
72023
MACEDONIZER-The Macedonian Transformer Language Model
J Dobreva, T Pavlov, K Mishev, M Simjanoska, S Tudzarski, D Trajanov, ...
International Conference on ICT Innovations, 51-62, 2022
62022
Evaluating a Nationally Localized AI Chatbot for Personalized Primary Care Guidance: Insights from the HomeDOCtor Deployment in Slovenia
M Gams, T Horvat, Ž Kolar, P Kocuvan, K Mishev, MS Misheva
Healthcare 13 (15), 1843, 2025
32025
Learning Translation Model to Translate Croatian Dialects to Modern Croatian Language
B Penkova, M Mitreska, K Ristov, K Mishev, M Simjanoska
2023 46th MIPRO ICT and Electronics Convention (MIPRO), 1083-1088, 2023
32023
Machine learning methods for discourse marker detection in Italian
EA Montechiari, S Stankov, K Mishev, M Damova
LLOD Approaches for Language Data Research and Management LLODREAM2022 …, 2022
32022
AI Act Compliance Within the MyHealth@ EU Framework: Tutorial
M Simjanoska Misheva, D Shahpaski, J Dobreva, D Bukovec, ...
Journal of medical Internet research 27, e81184, 2025
22025
Using NLP transformer models to evaluate the relationship between ethical principles in finance and machine learning
M Rizinski, K Mishev, LT Chitkushev, I Vodenska, D Trajanov
ICIST, 2023
22023
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