Dimitar Trajanov

According to our database, Dimitar Trajanov authored at least 66 papers between 2004 and 2024.

Collaborative distances:

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

2024

Comparative Analysis of NLP-Based Models for Company Classification.

Maryan Rizinski, Andrej Jankov, Vignesh Sankaradas, Eugene Pinsky, Igor Mishkovski, Dimitar Trajanov

Inf., February, 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

Knowledge Graph Based Recommender for Automatic Playlist Continuation.

Aleksandar Ivanovski, Milos Jovanovik, Riste Stojanov, Dimitar Trajanov

Inf., 2023

Enhancing Knowledge Graph Construction Using Large Language Models.

Milena Trajanoska, Riste Stojanov, Dimitar Trajanov

CoRR, 2023

Company classification using zero-shot learning.

Maryan Rizinski, Andrej Jankov, Vignesh Sankaradas, Eugene Pinsky, Igor Mishkovski, Dimitar Trajanov

CoRR, 2023

Requirements Engineering in Machine Learning Projects.

Ana Gjorgjevikj, Kostadin Mishev, Ljupcho Antovski, Dimitar Trajanov

IEEE Access, 2023

Understanding Worldwide Natural Gas Trade Flow for 2017 to 2022: A Network-Based Approach.

Jovana Marojevikj, Ana Todorovska, Irena Vodenska, Lou Chitkushev, Dimitar Trajanov

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

A comprehensive study of food prices and food fraud in the European Union.

Filip Trajkovikj, Ana Todorovska, Dimitar Peshevski, Lina Nakova, Milena Trajanoska, Jovana Dobreva, Riste Stojanov, Dimitar Trajanov

Proceedings of the IEEE International Conference on Big Data, 2023

Methodology for food prices forecasting.

Dimitar Peshevski, Ana Todorovska, Filip Trajkovikj, Nikola Hristov, Milena Trajanoska, Jovana Dobreva, Riste Stojanov, Dimitar Trajanov

Proceedings of the IEEE International Conference on Big Data, 2023

Assessing the Environmental Impact of Plant-Based Diets: A Comprehensive Analysis.

Blagica Golubova, Fjola Fetaji, Jovana Dobreva, Milena Trajanoska, Ana Todorovska, Riste Stojanov, Dimitar Trajanov

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Survey of NLP in Pharmacology: Methodology, Tasks, Resources, Knowledge, and Tools.

Dimitar Trajanov, Vangel Trajkovski, Makedonka Dimitrieva, Jovana Dobreva, Milos Jovanovik, Matej Klemen, Ales Zagar, Marko Robnik-Sikonja

CoRR, 2022

Ethically Responsible Machine Learning in Fintech.

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

IEEE Access, 2022

ISO-based Annotated Multilingual Parallel Corpus for Discourse Markers.

Purificação Silvano, Mariana Damova, Giedre Valunaite Oleskeviciene, Chaya Liebeskind, Christian Chiarcos, Dimitar Trajanov, Ciprian-Octavian Truica, Elena Simona Apostol, Anna Baczkowska

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Using Centrality Measures to Extract Knowledge from Cryptocurrencies' Interdependencies Networks.

Hristijan Peshov, Ana Todorovska, Jovana Marojevikj, Eva Spirovska, Ivan Rusevski, Gorast Angelovski, Irena Vodenska, Ljubomir T. Chitkushev, Dimitar Trajanov

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

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

Multimodal Analysis of User-recipes Interactions.

Emilija Georgievska, Martina Stojanoska, Sanja Mishovska, Tome Eftimov, Dimitar Trajanov

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Learning Robust Food Ontology Alignment.

Viktorija Mijalcheva, Ana Davcheva, Sasho Gramatikov, Milos Jovanovik, Dimitar Trajanov, Riste Stojanov

Proceedings of the IEEE International Conference on Big Data, 2022

2021

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

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

CoRR, 2021

DD-RDL: Drug-Disease Relation Discovery and Labeling.

Jovana Dobreva, Milos Jovanovik, Dimitar Trajanov

Proceedings of the ICT Innovations 2021. Digital Transformation, 2021

Temporal Authorization Graphs: Pros, Cons and Limits.

Riste Stojanov, Ognen Popovski, Milos Jovanovik, Eftim Zdravevski, Petre Lameski, Dimitar Trajanov

Proceedings of the Smart Objects and Technologies for Social Good, 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

FoodViz: Visualization of Food Entities Linked Across Different Standards.

Riste Stojanov, Gorjan Popovski, Nasi Jofce, Dimitar Trajanov, Barbara Korousic-Seljak, Tome Eftimov

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Case Study: Predicting Students Objectivity in Self-evaluation Responses Using Bert Single-Label and Multi-Label Fine-Tuned Deep-Learning Models.

Vlatko Nikolovski, Dimitar Kitanovski, Dimitar Trajanov, Ivan Chorbev

Proceedings of the ICT Innovations 2020. Machine Learning and Applications, 2020

Improving NER Performance by Applying Text Summarization on Pharmaceutical Articles.

Jovana Dobreva, Nasi Jofche, Milos Jovanovik, Dimitar Trajanov

Proceedings of the ICT Innovations 2020. Machine Learning and Applications, 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

2018

Linked Data Authorization Platform.

Riste Stojanov, Sasho Gramatikov, Igor Mishkovski, Dimitar Trajanov

IEEE Access, 2018

2017

Dynamic Load Balancing and Reactive Power Compensation Switch Embedded in Power Meters.

Vladimir Zdraveski, Mirko Todorovski, Dimitar Trajanov, Ljupco Kocarev

IEEE Trans. Circuits Syst. II Express Briefs, 2017

ISO-Standardized Smart City Platform Architecture and Dashboard.

Vladimir Zdraveski, Kostadin Mishev, Dimitar Trajanov, Ljupco Kocarev

IEEE Pervasive Comput., 2017

Consolidating drug data on a global scale using Linked Data.

Milos Jovanovik, Dimitar Trajanov

J. Biomed. Semant., 2017

Courses Content Classification Based on Wikipedia and CIP Taxonomy.

Atanas Dimitrovski, Ana Gjorgjevikj, Dimitar Trajanov

Proceedings of the ICT Innovations 2017, 2017

2016

Enhancing Text-Based Relatedness Measures with Semantic Web Data.

Ana Gjorgjevikj, Riste Stojanov, Dimitar Trajanov

Proceedings of the ICT Innovations 2016, 2016

2015

Accelerating Wireless Network Simulation in 3D Terrain Using GPUS.

Leonid Djinevski, Sonja Filiposka, Igor Mishkovski, Dimitar Trajanov

Ad Hoc Sens. Wirel. Networks, 2015

Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce.

Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Boro Jakimovski, Sonja Filiposka, Dimitar Trajanov

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Parallel computation of information gain using Hadoop and MapReduce.

Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Sonja Filiposka, Dimitar Trajanov, Boro Jakimovski

Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015

2014

A new approach for maximum utilization of the mother steel plates for rectangular steel plates orders.

Lasko Kasapinov, Mile Jovanov, Dimitar Trajanov

Proceedings of the 37th International Convention on Information and Communication Technology, 2014

CodeFu: coding competition as a tool for industry university collaboration.

Aleksandar Nikov, Igor Kulev, Pance Cavkovski, Anastas Misev, Vladimir Trajkovik, Dimitar Trajanov

Proceedings of the WISE'14, 2014

Open Financial Data from the Macedonian Stock Exchange.

Bojan Najdenov, Hristijan Pejchinoski, Kristina Cieva, Milos Jovanovik, Dimitar Trajanov

Proceedings of the ICT Innovations 2014, 2014

Linked music data from global music charts.

Milos Jovanovik, Matej Petrov, Bojan Najdenov, Dimitar Trajanov

Proceedings of the 10th International Conference on Semantic Systems, 2014

SemCCM: course and competence management in learning management systems using semantic web technologies.

Ana Gjorgjevik, Riste Stojanov, Dimitar Trajanov

Proceedings of the 10th International Conference on Semantic Systems, 2014

Live Objects - Collaborative Window in the Corporate Documents.

Riste Stojanov, Marjan Georgiev, Vladimir Zdraveski, Milos Jovanovik, Dimitar Trajanov

Proceedings of the New Trends in Database and Information Systems II, 2014

Linked Open Data for Medical Institutions and Drug Availability Lists in Macedonia.

Milos Jovanovik, Bojan Najdenov, Gjorgji Strezoski, Dimitar Trajanov

Proceedings of the New Trends in Database and Information Systems II, 2014

2013

A System for Suggestion and Execution of Semantically Annotated Actions Based on Service Composition.

Milos Jovanovik, Petar Ristoski, Dimitar Trajanov

Proceedings of the ICT Innovations 2013, 2013

Optimizing Durkins Propagation Model Based on TIN Terrain Structures.

Leonid Djinevski, Sonja Stojanova, Dimitar Trajanov

Proceedings of the ICT Innovations 2013, 2013

Desktop Gateway: Semantic Desktop Integration with Cloud Services.

Aleksandar Kareski, Milos Jovanovik, Dimitar Trajanov

Proceedings of the Local Proceedings of the Sixth Balkan Conference in Informatics, 2013

2012

Semantic sky: a platform for cloud service integration based on semantic web technologies.

Dimitar Trajanov, Vladimir Zdraveski, Riste Stojanov, Petar Ristoski, Sonja Filiposka, Milos Jovanovik, Marjan Georgiev

Proceedings of the I-SEMANTICS 2012 - 8th International Conference on Semantic Systems, 2012

2011

Terrain-aware three-dimensional radio-propagation model extension for NS-2.

Sonja Filiposka, Dimitar Trajanov

Simul., 2011

Apportionment Heuristics for Mapping Tasks in Heterogeneous Computing Systems.

Igor Mishkovski, Sonja Filiposka, Dimitar Trajanov, Ljupco Kocarev

Proceedings of the ICT Innovations 2011, Skopje, Macedonia, 14-16 September, 2011, 2011

Effects of Terrain Details on Wireless Network Simulation Macro Results Accuracy.

Sonja Filiposka, Igor Mishkovski, Dimitar Trajanov

Proceedings of the ICT Innovations 2011, Skopje, Macedonia, 14-16 September, 2011, 2011

Semantic Stored Procedures Programming Environment and Performance Analysis.

Marjan Efremov, Vladimir Zdraveski, Petar Ristoski, Dimitar Trajanov

Proceedings of the ICT Innovations 2011, Skopje, Macedonia, 14-16 September, 2011, 2011

2010

HDL IP Cores Search Engine Based on Semantic Web Technologies.

Vladimir Zdraveski, Milos Jovanovik, Riste Stojanov, Dimitar Trajanov

Proceedings of the ICT Innovations 2010 - Second International Conference, 2010

Durkin's Propagation Model Based on Triangular Irregular Network Terrain.

Marija Vuckovik, Dimitar Trajanov, Sonja Filiposka

Proceedings of the ICT Innovations 2010 - Second International Conference, 2010

Accelerating Clustering Coefficient Calculations on a GPU Using OPENCL.

Leonid Djinevski, Igor Mishkovski, Dimitar Trajanov

Proceedings of the ICT Innovations 2010 - Second International Conference, 2010

Organizations Analysis with Complex Network Theory.

Todorka Banova, Igor Mishkovski, Dimitar Trajanov, Ljupco Kocarev

Proceedings of the ICT Innovations 2010 - Second International Conference, 2010

2009

Performances of clustered ad hoc networks on 3D terrains.

Sonja Filiposka, Dimitar Trajanov, Marija Vuckovik

Proceedings of the 2nd International Conference on Simulation Tools and Techniques for Communications, 2009

Vulnerability Assessment of Complex Networks Based on Optimal Flow Measurements under Intentional Node and Edge Attacks.

Igor Mishkovski, Risto Kojchev, Dimitar Trajanov, Ljupco Kocarev

Proceedings of the ICT Innovations 2009, Ohrid, Macedonia, 28-30 September, 2009, 2009

Phonetic Experiment Web Application.

Anastazija Kirkova-Naskova, Goran Bakraceski, Vladimir Apostolski, Dimitar Trajanov

Proceedings of the ICT Innovations 2009, Ohrid, Macedonia, 28-30 September, 2009, 2009

Impact of Community Structures on Ad Hoc Networks Performances.

Sonja Filiposka, Dimitar Trajanov

Proceedings of the ICT Innovations 2009, Ohrid, Macedonia, 28-30 September, 2009, 2009

2008

Game Theoretic Approach for Discovering Vulnerable Links in Complex Networks.

Igor Mishkovski, Sonja Filiposka, Sasho Gramatikov, Dimitar Trajanov, Ljupco Kocarev

Proceedings of the Novel Algorithms and Techniques in Telecommunications and Networking, 2008

Network Topology Impact on Influence Spreading.

Sasho Gramatikov, Dimitar Trajanov, Ljupco Kocarev, Aksenti Grnarov

Proceedings of the Novel Algorithms and Techniques in Telecommunications and Networking, 2008

2007

Grid Computing Implementation in Ad Hoc Networks.

Aksenti Grnarov, Bekim Cilku, Igor Mishkovski, Sonja Filiposka, Dimitar Trajanov

Proceedings of the Advances in Computer and Information Sciences and Engineering, 2007

2004

Ad hoc networks connection availability modeling.

Dimitar Trajanov, Sonja Filiposka, Marija Efnuseva, Aksenti Grnarov

Proceedings of the 1st ACM International Workshop on Performance Evaluation of Wireless Ad Hoc, 2004