Kostadin Mishev

According to our database, Kostadin Mishev authored at least 19 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex).

Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Milos Jovanovik, Dimitar Trajanov

IEEE Access, 2024

2023

PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts Using Transfer Learning.

Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Eftim Zdravevski, Dimitar Trajanov

Comput., January, 2023

Requirements Engineering in Machine Learning Projects.

Ana Gjorgjevikj, Kostadin Mishev, Ljupcho Antovski, Dimitar Trajanov

IEEE Access, 2023

Learning Translation Model to Translate Croatian Dialects to Modern Croatian Language.

Blagica Penkova, Maja Mitreska, Kiril Ristov, Kostadin Mishev, Monika Simjanoska

Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023

MakedonASRDataset - A Dataset for Speech Recognition in the Macedonian Language.

Martin Mishev, Blagica Penkova, Maja Mitreska, Magdalena Kostoska, Ana Todorovska, Monika Simjanoska, Kostadin Mishev

Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023

Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language.

Konstantin Bogdanoski, Kostadin Mishev, Monika Simjanoska, Dimitar Trajanov

Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023

2022

Ethically Responsible Machine Learning in Fintech.

Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Lubomir T. Chitkushev, Irena Vodenska, Dimitar Trajanov

IEEE Access, 2022

NLP-based Typo Correction Model for Croatian Language.

Maja Mitreska, Kostadin Mishev, Monika Simjanoska

Proceedings of the 45th Jubilee International Convention on Information, 2022

MACEDONIZER - The Macedonian Transformer Language Model.

Jovana Dobreva, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska, Stojancho Tudzarski, Dimitar Trajanov, Ljupcho Kocarev

Proceedings of the ICT Innovations 2022. Reshaping the Future Towards a New Normal, 2022

Named Entity Recognition and Knowledge Extraction from Pharmaceutical Texts using Transfer Learning.

Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Eftim Zdravevski, Dimitar Trajanov

Proceedings of the 17th International Conference on Future Networks and Communications / 19th International Conference on Mobile Systems and Pervasive Computing / 12th International Conference on Sustainable Energy Information Technology (FNC/MobiSPC/SEIT 2022), 2022

xAMR: Cross-lingual AMR End-to-End Pipeline.

Maja Mitreska, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska

Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

Blanket Clusterer: A Tool for Automating the Clustering in Unsupervised Learning.

Konstantin Bogdanoski, Kostadin Mishev, Dimitar Trajanov

Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

2021

PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning.

Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Dimitar Trajanov

CoRR, 2021

Data-Driven Intelligence System for General Recommendations of Deep Learning Architectures.

Gjorgji Noveski, Tome Eftimov, Kostadin Mishev, Monika Simjanoska

IEEE Access, 2021

Assistive e-Learning Software Modules to Aid Education Process of Students with Visual and Hearing Impairment: A Case Study in North Macedonia.

Kostadin Mishev, Aleksandra Karovska Ristovska, Olivera Rashikj-Canevska, Monika Simjanoska

Proceedings of the ICT Innovations 2021. Digital Transformation, 2021

2020

Evaluation of Sentiment Analysis in Finance: From Lexicons to Transformers.

Kostadin Mishev, Ana Gjorgjevikj, Irena Vodenska, Lubomir T. Chitkushev, Dimitar Trajanov

IEEE Access, 2020

ADD: Academic Disciplines Detector Based on Wikipedia.

Ana Gjorgjevikj, Kostadin Mishev, Dimitar Trajanov

IEEE Access, 2020

2019

Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis.

Kostadin Mishev, Ana Gjorgjevikj, Riste Stojanov, Igor Mishkovski, Irena Vodenska, Ljubomir T. Chitkushev, Dimitar Trajanov

Proceedings of the ICT Innovations 2019. Big Data Processing and Mining, 2019

2017

ISO-Standardized Smart City Platform Architecture and Dashboard.

Vladimir Zdraveski, Kostadin Mishev, Dimitar Trajanov, Ljupco Kocarev

IEEE Pervasive Comput., 2017