Kostadin Mishev

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Transfer Learning

Sentiment Analysis

Speech Recognition

Top Venues

ICT Innovations

Publications

Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Milos Jovanovik, Dimitar Trajanov
Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex). IEEE Access 12 (2024)
Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Eftim Zdravevski, Dimitar Trajanov
PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts Using Transfer Learning. Comput. 12 (1) (2023)
Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Milos Jovanovik, Dimitar Trajanov
Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex). CoRR (2023)
Ana Gjorgjevikj, Kostadin Mishev, Ljupcho Antovski, Dimitar Trajanov
Requirements Engineering in Machine Learning Projects. IEEE Access 11 (2023)
Blagica Penkova, Maja Mitreska, Kiril Ristov, Kostadin Mishev, Monika Simjanoska
Learning Translation Model to Translate Croatian Dialects to Modern Croatian Language. MIPRO (2023)
Martin Mishev, Blagica Penkova, Maja Mitreska, Magdalena Kostoska, Ana Todorovska, Monika Simjanoska, Kostadin Mishev
MakedonASRDataset - A Dataset for Speech Recognition in the Macedonian Language. ICT Innovations (2023)
Konstantin Bogdanoski, Kostadin Mishev, Monika Simjanoska, Dimitar Trajanov
Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language. DeLTA (2023)
Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Lubomir T. Chitkushev, Irena Vodenska, Dimitar Trajanov
Ethically Responsible Machine Learning in Fintech. IEEE Access 10 (2022)
Maja Mitreska, Kostadin Mishev, Monika Simjanoska
NLP-based Typo Correction Model for Croatian Language. MIPRO (2022)
Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Eftim Zdravevski, Dimitar Trajanov
Named Entity Recognition and Knowledge Extraction from Pharmaceutical Texts using Transfer Learning. FNC/MobiSPC/SEIT (2022)
Konstantin Bogdanoski, Kostadin Mishev, Dimitar Trajanov
Blanket Clusterer: A Tool for Automating the Clustering in Unsupervised Learning. DeLTA (2022)
Maja Mitreska, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska
xAMR: Cross-lingual AMR End-to-End Pipeline. DeLTA (2022)
Jovana Dobreva, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska, Stojancho Tudzarski, Dimitar Trajanov, Ljupcho Kocarev
MACEDONIZER - The Macedonian Transformer Language Model. ICT Innovations (2022)
Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Dimitar Trajanov
PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning. CoRR (2021)
Kostadin Mishev, Aleksandra Karovska Ristovska, Olivera Rashikj-Canevska, Monika Simjanoska
Assistive e-Learning Software Modules to Aid Education Process of Students with Visual and Hearing Impairment: A Case Study in North Macedonia. ICT Innovations (2021)
Gjorgji Noveski, Tome Eftimov, Kostadin Mishev, Monika Simjanoska
Data-Driven Intelligence System for General Recommendations of Deep Learning Architectures. IEEE Access 9 (2021)
Ana Gjorgjevikj, Kostadin Mishev, Dimitar Trajanov
ADD: Academic Disciplines Detector Based on Wikipedia. IEEE Access 8 (2020)
Kostadin Mishev, Ana Gjorgjevikj, Irena Vodenska, Lubomir T. Chitkushev, Dimitar Trajanov
Evaluation of Sentiment Analysis in Finance: From Lexicons to Transformers. IEEE Access 8 (2020)
Kostadin Mishev, Ana Gjorgjevikj, Riste Stojanov, Igor Mishkovski, Irena Vodenska, Ljubomir T. Chitkushev, Dimitar Trajanov
Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis. ICT Innovations (2019)
Vladimir Zdraveski, Kostadin Mishev, Dimitar Trajanov, Ljupco Kocarev
ISO-Standardized Smart City Platform Architecture and Dashboard. IEEE Pervasive Comput. 16 (2) (2017)