Mishev, Kostadin
Full Name
Mishev, Kostadin
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Subject
- 3 Natural Language Processing
- 2 Ethics, machine learning, explainability, finance, fintech, financial services
- 2 Machine Learning
- 1 Data augmentation, Speech-to-text, Text-tospeech
- 1 Deep learning, intelligent system, hyperparameters selection, DL architecture selection, multi-label classification
- 1 Drugs
- 1 Explainability
- 1 Finance
- 1 Knowledge extraction
- 1 Knowledge extraction; Natural language processing; Named entity recognition; Drugs; Drug data; spaCy; AllenNLP; BERT
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Results 1-15 of 15 (Search time: 0.032 seconds).
| Preview | Title | Author(s) | Issue Date | Type | |
|---|---|---|---|---|---|
| 1 | ADD: Academic Disciplines Detector Based on Wikipedia | Gjorgjevikj, Ana; Mishev, Kostadin ; Trajanov, Dimitar | Jan-2020 | Journal Article | |
| 2 | Assistive e-Learning Software Modules to Aid Education Process of Students with Visual and Hearing Impairment: A Case Study in North Macedonia | Mishev, Kostadin ; Karovska Ristovska, Aleksandra; Rashikj-Canevska, Olivera; Simjanoska, Monika | 2022 | Proceeding article | |
| 3 | Blanket Clusterer: A Tool for Automating the Clustering in Unsupervised Learning | Bogdanoski, Konstantin; Mishev, Kostadin ; Trajanov, Dimitar | 2022 | Proceeding article | |
| 4 | Data-Driven Intelligence System for General Recommendations of Deep Learning Architectures | Mishev, Kostadin ; Noveski, Gjorgji; Eftimov, Tome; Simjanoska, Monika | 13-Nov-2021 | Journal Article | |
| 5 | Ethically Responsible Machine Learning in Fintech | Rizinski, Maryan; Peshov, Hristijan; Mishev, Kostadin ; Chitkushev, Ljubomir; Vodenska, Irena; Trajanov, Dimitar | 29-Aug-2022 | Article | |
| 6 | Ethically Responsible Machine Learning in Fintech | Rizinski, Maryan; Peshov, Hristijan; Mishev, Kostadin ; Chitkushev, Ljubomir; Vodenska, Irena; Trajanov, Dimitar | 29-Aug-2022 | Journal Article | |
| 7 | Evaluation of Sentiment Analysis in Finance: From Lexicons to Transformers | Mishev, Kostadin ; Gjorgjevikj, Ana; Vodenska, Irena; Chitkushev, Lubomir T.; Trajanov, Dimitar | Jun-2020 | Journal Article | |
| 8 | Named Entity Recognition and Knowledge Extraction from Pharmaceutical Texts using Transfer Learning | Jofche, Nasi; Mishev, Kostadin ; Stojanov, Riste ; Jovanovik, Milos; Zdravevski, Eftim ; Trajanov, Dimitar | 1-Jan-2022 | Journal Article | |
| 9 | NLP-based Typo Correction Model for Croatian Language | Mitreska, Maja; Mishev, Kostadin ; Simjanoska, Monika | 23-May-2022 | Proceeding article | |
| 10 | Overview of Methods for Data Augmentation for Speech-to-Text and Text-to-Speech | Penkova, Blagica; Mitreska, Maja; Mishev, Kostadin ; Simjanoska, Monika | Jul-2023 | Proceeding article | |
| 11 | PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts Using Transfer Learning | Jofche, Nasi; Mishev, Kostadin ; Stojanov, Riste ; Jovanovik, Milos ; Zdravevski, Eftim ; Trajanov, Dimitar | 9-Jan-2023 | Article; Journal Article | |
| 12 | Representation Learning for Automatic Speech Recognition: A Review of Speech-to-Text Methods | Mitreska, Maja; Penkova, Blagica; Mishev, Kostadin ; Simjanoska, Monika | Jul-2023 | Proceeding article | |
| 13 | Requirements Engineering in Machine Learning Projects | Gjorgjevikj, Ana; Mishev, Kostadin ; Antovski, Ljupcho; Trajanov, Dimitar | 12-Jul-2023 | Journal Article | |
| 14 | Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex) | Rizinski, Maryan; Peshov, Hristijan; Mishev, Kostadin ; Jovanovik, Milos; Trajanov, Dimitar | 6-Jun-2023 | Journal Article | |
| 15 | Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex) | Rizinski, Maryan; Peshov, Hristijan; Mishev, Kostadin ; Jovanovik, Milos ; Trajanov, Dimitar | Jan-2024 | Article; Journal Article |