Trajanov, Dimitar
Full Name
Trajanov, Dimitar
Main Affiliation
Email
dimitar.trajanov@finki.ukim.mk
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Subject
- 2 Knowledge Graphs
- 2 Natural Language Processing
- 1 Authorization · Temporal authorization graphs · Policy language · Semantic access control
- 1 Drugs
- 1 Ethics, machine learning, explainability, finance, fintech, financial services
- 1 Graph Neural Networks
- 1 Knowledge extraction
- 1 Knowledge extraction; Natural language processing; Named entity recognition; Drugs; Drug data; spaCy; AllenNLP; BERT
- 1 Machine Learning
- 1 Machine learning, natural language processing, text classification, sentiment analysis, finance, lexicons, lexicon learning, transformers, SHAP, explainabilit
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Results 1-11 of 11 (Search time: 0.015 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 | Ethically Responsible Machine Learning in Fintech | Rizinski, Maryan; Peshov, Hristijan; Mishev, Kostadin ; Chitkushev, Ljubomir; Vodenska, Irena; Trajanov, Dimitar | 29-Aug-2022 | Journal Article | |
| 3 | 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 | |
| 4 | Knowledge Graph Based Recommender for Automatic Playlist Continuation | Ivanovski, Aleksandar; Jovanovik, Milos ; Stojanov, Riste ; Trajanov, Dimitar | 16-Sep-2023 | Article; Journal Article | |
| 5 | MAKEDONKA: Applied Deep Learning Model for Text-to-Speech Synthesis in Macedonian Language | Mishev, Kostadin ; Karovska Ristovska, Aleksandra ; Trajanov, Dimitar ; Eftimov, Tome; Simjanoska, Monika | 2020 | Journal Article | |
| 6 | 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 | |
| 7 | 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 | |
| 8 | Requirements Engineering in Machine Learning Projects | Gjorgjevikj, Ana; Mishev, Kostadin ; Antovski, Ljupcho; Trajanov, Dimitar | 12-Jul-2023 | Journal Article | |
| 9 | 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 | |
| 10 | Survey of nlp in pharmacology: Methodology, tasks, resources, knowledge, and tools | Trajanov, Dimitar ; Trajkovski, Vangel; Dimitrieva, Makedonka; Dobreva, Jovana; Jovanovik, Milos; Klemen, Matej; Žagar, Aleš; Robnik-Šikonja, Marko | 22-Aug-2022 | Journal Article | |
| 11 | Temporal Authorization Graphs: Pros, Cons and Limits | Stojanov, Riste ; Popovski, Ognen; Jovanovik, Milos; Zdravevski, Eftim ; Lameski, Petre ; Trajanov, Dimitar | 2021 | Journal Article |