Dimitar Trajanov

81 papers B 7C 2Misc 2Journal 27Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI Agents in Finance and Fintech: A Scientific Review of Agent-Based Systems, Applications, and Future Horizons. Comput. Mater. Continua Maryan Rizinski, Dimitar Trajanov
2026	J	`jnl`	When AI Fails, What Works? A Data-Driven Taxonomy of Real-World AI Risk Mitigation Strategies. CoRR Evgenija Popchanovska, Ana Gjorgjevikj, Maryan Rizinski, Lubomir T. Chitkushev, Irena Vodenska, Dimitar Trajanov
2025	J	`jnl`	A Multi-Agent System for Semantic Mapping of Relational Data to Knowledge Graphs. CoRR Milena Trajanoska, Riste Stojanov, Dimitar Trajanov
2025	J	`jnl`	AI Agent-Driven Framework for Automated Product Knowledge Graph Construction in E-Commerce. CoRR Dimitar Peshevski, Riste Stojanov, Dimitar Trajanov
2025	J	`jnl`	Advancing AI in Higher Education: A Comparative Study of Large Language Model-Based Agents for Exam Question Generation, Improvement, and Evaluation. Algorithms Vlatko Nikolovski, Dimitar Trajanov, Ivan Chorbev
2025	J	`jnl`	Benchmarking Sentence Encoders in Associating Indicators With Sustainable Development Goals and Targets. IEEE Access Ana Gjorgjevikj, Kostadin Mishev, Dimitar Trajanov, Ljupco Kocarev
2025	B	`conf`	Building a Macedonian Recipe Dataset: Collection, Parsing, and Comparative Analysis. IEEE Big Data Darko Sasanski, Dimitar Peshevski, Riste Stojanov, Dimitar Trajanov
2025	J	`jnl`	Building a Macedonian Recipe Dataset: Collection, Parsing, and Comparative Analysis. CoRR Darko Sasanski, Dimitar Peshevski, Riste Stojanov, Dimitar Trajanov
2025	J	`jnl`	Ontology-Based Structuring and Analysis of North Macedonian Public Procurement Contracts. CoRR Bojan Ristov, Stefan Eftimov, Milena Trajanoska, Dimitar Trajanov
2025	B	`conf`	Preserving Macedonian Culinary Heritage: Fine-Tuning a Large Language Model for Recipe Generation in a Low-Resource Language. IEEE Big Data Dimitar Peshevski, Darko Sasanski, Riste Stojanov, Dimitar Trajanov
2024	—	`conf`	Aligning Food Ingredients with Multiple Semantic Resources. ICT Innovations Darko Sasanski, Andrej Todorovski, Bojan Trpeski, Dimitar Trajanov, Tome Eftimov, Riste Stojanov
2024	J	`jnl`	Comparative Analysis of NLP-Based Models for Company Classification. Inf. Maryan Rizinski, Andrej Jankov, Vignesh Sankaradas, Eugene Pinsky, Igor Mishkovski, Dimitar Trajanov
2024	—	`conf`	From Linguistic Linked Data to Big Data. LREC/COLING Dimitar Trajanov, Elena Apostol, Radovan Garabík, Katerina Gkirtzou, Dagmar Gromann, Chaya Liebeskind, Cosimo Palma, Michael Rosner, Alexia Sampri, Gilles Sérasset, Blerina Spahiu, Ciprian-Octavian Truica, Giedre Valunaite Oleskeviciene
2024	J	`jnl`	Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex). IEEE Access Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Milos Jovanovik, Dimitar Trajanov
2023	B	`conf`	A comprehensive study of food prices and food fraud in the European Union. IEEE Big Data Filip Trajkovikj, Ana Todorovska, Dimitar Peshevski, Lina Nakova, Milena Trajanoska, Jovana Dobreva, Riste Stojanov, Dimitar Trajanov
2023	B	`conf`	Assessing the Environmental Impact of Plant-Based Diets: A Comprehensive Analysis. IEEE Big Data Blagica Golubova, Fjola Fetaji, Jovana Dobreva, Milena Trajanoska, Ana Todorovska, Riste Stojanov, Dimitar Trajanov
2023	J	`jnl`	Company classification using zero-shot learning. CoRR Maryan Rizinski, Andrej Jankov, Vignesh Sankaradas, Eugene Pinsky, Igor Mishkovski, Dimitar Trajanov
2023	J	`jnl`	Enhancing Knowledge Graph Construction Using Large Language Models. CoRR Milena Trajanoska, Riste Stojanov, Dimitar Trajanov
2023	—	`conf`	Exploring ASR Models in Low-Resource Languages: Use-Case the Macedonian Language. DeLTA Konstantin Bogdanoski, Kostadin Mishev, Monika Simjanoska, Dimitar Trajanov
2023	J	`jnl`	Knowledge Graph Based Recommender for Automatic Playlist Continuation. Inf. Aleksandar Ivanovski, Milos Jovanovik, Riste Stojanov, Dimitar Trajanov
2023	B	`conf`	Methodology for food prices forecasting. IEEE Big Data Dimitar Peshevski, Ana Todorovska, Filip Trajkovikj, Nikola Hristov, Milena Trajanoska, Jovana Dobreva, Riste Stojanov, Dimitar Trajanov
2023	J	`jnl`	PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts Using Transfer Learning. Comput. Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Eftim Zdravevski, Dimitar Trajanov
2023	J	`jnl`	Requirements Engineering in Machine Learning Projects. IEEE Access Ana Gjorgjevikj, Kostadin Mishev, Ljupcho Antovski, Dimitar Trajanov
2023	J	`jnl`	Sentiment Analysis in Finance: From Transformers Back to eXplainable Lexicons (XLex). CoRR Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Milos Jovanovik, Dimitar Trajanov
2023	—	`conf`	Understanding Worldwide Natural Gas Trade Flow for 2017 to 2022: A Network-Based Approach. ICT Innovations Jovana Marojevikj, Ana Todorovska, Irena Vodenska, Lou Chitkushev, Dimitar Trajanov
2023	C	`conf`	Validation of Language Agnostic Models for Discourse Marker Detection. LDK Mariana Damova, Kostadin Mishev, Giedre Valunaite Oleskeviciene, Chaya Liebeskind, Purificação Silvano, Dimitar Trajanov, Ciprian-Octavian Truica, Elena Simona Apostol, Christian Chiarcos, Anna Baczkowska
2022	—	`conf`	Blanket Clusterer: A Tool for Automating the Clustering in Unsupervised Learning. DeLTA Konstantin Bogdanoski, Kostadin Mishev, Dimitar Trajanov
2022	J	`jnl`	Ethically Responsible Machine Learning in Fintech. IEEE Access Maryan Rizinski, Hristijan Peshov, Kostadin Mishev, Lubomir T. Chitkushev, Irena Vodenska, Dimitar Trajanov
2022	B	`conf`	ISO-based Annotated Multilingual Parallel Corpus for Discourse Markers. LREC Purificação Silvano, Mariana Damova, Giedre Valunaite Oleskeviciene, Chaya Liebeskind, Christian Chiarcos, Dimitar Trajanov, Ciprian-Octavian Truica, Elena Simona Apostol, Anna Baczkowska
2022	B	`conf`	Learning Robust Food Ontology Alignment. IEEE Big Data Viktorija Mijalcheva, Ana Davcheva, Sasho Gramatikov, Milos Jovanovik, Dimitar Trajanov, Riste Stojanov
2022	—	`conf`	MACEDONIZER - The Macedonian Transformer Language Model. ICT Innovations Jovana Dobreva, Tashko Pavlov, Kostadin Mishev, Monika Simjanoska, Stojancho Tudzarski, Dimitar Trajanov, Ljupcho Kocarev
2022	—	`conf`	Multimodal Analysis of User-recipes Interactions. HEALTHINF Emilija Georgievska, Martina Stojanoska, Sanja Mishovska, Tome Eftimov, Dimitar Trajanov
2022	—	`conf`	Named Entity Recognition and Knowledge Extraction from Pharmaceutical Texts using Transfer Learning. FNC/MobiSPC/SEIT Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Eftim Zdravevski, Dimitar Trajanov
2022	J	`jnl`	Survey of NLP in Pharmacology: Methodology, Tasks, Resources, Knowledge, and Tools. CoRR Dimitar Trajanov, Vangel Trajkovski, Makedonka Dimitrieva, Jovana Dobreva, Milos Jovanovik, Matej Klemen, Ales Zagar, Marko Robnik-Sikonja
2022	—	`conf`	Using Centrality Measures to Extract Knowledge from Cryptocurrencies' Interdependencies Networks. ICT Innovations Hristijan Peshov, Ana Todorovska, Jovana Marojevikj, Eva Spirovska, Ivan Rusevski, Gorast Angelovski, Irena Vodenska, Ljubomir T. Chitkushev, Dimitar Trajanov
2021	—	`conf`	DD-RDL: Drug-Disease Relation Discovery and Labeling. ICT Innovations Jovana Dobreva, Milos Jovanovik, Dimitar Trajanov
2021	J	`jnl`	PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning. CoRR Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Dimitar Trajanov
2021	—	`conf`	Temporal Authorization Graphs: Pros, Cons and Limits. GOODTECHS Riste Stojanov, Ognen Popovski, Milos Jovanovik, Eftim Zdravevski, Petre Lameski, Dimitar Trajanov
2020	J	`jnl`	ADD: Academic Disciplines Detector Based on Wikipedia. IEEE Access Ana Gjorgjevikj, Kostadin Mishev, Dimitar Trajanov
2020	—	`conf`	Case Study: Predicting Students Objectivity in Self-evaluation Responses Using Bert Single-Label and Multi-Label Fine-Tuned Deep-Learning Models. ICT Innovations Vlatko Nikolovski, Dimitar Kitanovski, Dimitar Trajanov, Ivan Chorbev
2020	J	`jnl`	Evaluation of Sentiment Analysis in Finance: From Lexicons to Transformers. IEEE Access Kostadin Mishev, Ana Gjorgjevikj, Irena Vodenska, Lubomir T. Chitkushev, Dimitar Trajanov
2020	—	`conf`	FoodViz: Visualization of Food Entities Linked Across Different Standards. LOD (2) Riste Stojanov, Gorjan Popovski, Nasi Jofce, Dimitar Trajanov, Barbara Korousic-Seljak, Tome Eftimov
2020	—	`conf`	Improving NER Performance by Applying Text Summarization on Pharmaceutical Articles. ICT Innovations Jovana Dobreva, Nasi Jofche, Milos Jovanovik, Dimitar Trajanov
2019	—	`conf`	Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis. ICT Innovations Kostadin Mishev, Ana Gjorgjevikj, Riste Stojanov, Igor Mishkovski, Irena Vodenska, Ljubomir T. Chitkushev, Dimitar Trajanov
2018	J	`jnl`	Linked Data Authorization Platform. IEEE Access Riste Stojanov, Sasho Gramatikov, Igor Mishkovski, Dimitar Trajanov
2017	J	`jnl`	Consolidating drug data on a global scale using Linked Data. J. Biomed. Semant. Milos Jovanovik, Dimitar Trajanov
2017	—	`conf`	Courses Content Classification Based on Wikipedia and CIP Taxonomy. ICT Innovations Atanas Dimitrovski, Ana Gjorgjevikj, Dimitar Trajanov
2017	J	`jnl`	Dynamic Load Balancing and Reactive Power Compensation Switch Embedded in Power Meters. IEEE Trans. Circuits Syst. II Express Briefs Vladimir Zdraveski, Mirko Todorovski, Dimitar Trajanov, Ljupco Kocarev
2017	—	`ed.`	ICT Innovations 2017 - Data-Driven Innovation. 9th International Conference, ICT Innovations 2017, Skopje, Macedonia, September 18-23, 2017, Proceedings ICT Innovations Dimitar Trajanov, Verica Bakeva
2017	J	`jnl`	ISO-Standardized Smart City Platform Architecture and Dashboard. IEEE Pervasive Comput. Vladimir Zdraveski, Kostadin Mishev, Dimitar Trajanov, Ljupco Kocarev
2016	—	`conf`	Enhancing Text-Based Relatedness Measures with Semantic Web Data. ICT Innovations Ana Gjorgjevikj, Riste Stojanov, Dimitar Trajanov
2015	J	`jnl`	Accelerating Wireless Network Simulation in 3D Terrain Using GPUS. Ad Hoc Sens. Wirel. Networks Leonid Djinevski, Sonja Filiposka, Igor Mishkovski, Dimitar Trajanov
2015	—	`conf`	Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce. TrustCom/BigDataSE/ISPA (2) Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Boro Jakimovski, Sonja Filiposka, Dimitar Trajanov
2015	C	`conf`	Parallel computation of information gain using Hadoop and MapReduce. FedCSIS Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Sonja Filiposka, Dimitar Trajanov, Boro Jakimovski
2014	—	`conf`	A new approach for maximum utilization of the mother steel plates for rectangular steel plates orders. MIPRO Lasko Kasapinov, Mile Jovanov, Dimitar Trajanov
2014	—	`conf`	CodeFu: coding competition as a tool for industry university collaboration. WISE@ASE Aleksandar Nikov, Igor Kulev, Pance Cavkovski, Anastas Misev, Vladimir Trajkovik, Dimitar Trajanov
2014	—	`conf`	Linked Open Data for Medical Institutions and Drug Availability Lists in Macedonia. ADBIS (2) Milos Jovanovik, Bojan Najdenov, Gjorgji Strezoski, Dimitar Trajanov
2014	Misc	`conf`	Linked music data from global music charts. SEMANTiCS Milos Jovanovik, Matej Petrov, Bojan Najdenov, Dimitar Trajanov
2014	—	`conf`	Live Objects - Collaborative Window in the Corporate Documents. ADBIS (2) Riste Stojanov, Marjan Georgiev, Vladimir Zdraveski, Milos Jovanovik, Dimitar Trajanov
2014	—	`conf`	Open Financial Data from the Macedonian Stock Exchange. ICT Innovations Bojan Najdenov, Hristijan Pejchinoski, Kristina Cieva, Milos Jovanovik, Dimitar Trajanov
2014	Misc	`conf`	SemCCM: course and competence management in learning management systems using semantic web technologies. SEMANTiCS Ana Gjorgjevik, Riste Stojanov, Dimitar Trajanov
2013	—	`conf`	A System for Suggestion and Execution of Semantically Annotated Actions Based on Service Composition. ICT Innovations Milos Jovanovik, Petar Ristoski, Dimitar Trajanov
2013	—	`conf`	Desktop Gateway: Semantic Desktop Integration with Cloud Services. BCI (Local) Aleksandar Kareski, Milos Jovanovik, Dimitar Trajanov
2013	—	`conf`	Optimizing Durkins Propagation Model Based on TIN Terrain Structures. ICT Innovations Leonid Djinevski, Sonja Stojanova, Dimitar Trajanov
2012	—	`conf`	Semantic sky: a platform for cloud service integration based on semantic web technologies. I-SEMANTICS Dimitar Trajanov, Vladimir Zdraveski, Riste Stojanov, Petar Ristoski, Sonja Filiposka, Milos Jovanovik, Marjan Georgiev
2011	—	`conf`	Apportionment Heuristics for Mapping Tasks in Heterogeneous Computing Systems. ICT Innovations Igor Mishkovski, Sonja Filiposka, Dimitar Trajanov, Ljupco Kocarev
2011	—	`conf`	Effects of Terrain Details on Wireless Network Simulation Macro Results Accuracy. ICT Innovations Sonja Filiposka, Igor Mishkovski, Dimitar Trajanov
2011	—	`conf`	Semantic Stored Procedures Programming Environment and Performance Analysis. ICT Innovations Marjan Efremov, Vladimir Zdraveski, Petar Ristoski, Dimitar Trajanov
2011	J	`jnl`	Terrain-aware three-dimensional radio-propagation model extension for NS-2. Simul. Sonja Filiposka, Dimitar Trajanov
2010	—	`conf`	Accelerating Clustering Coefficient Calculations on a GPU Using OPENCL. ICT Innovations Leonid Djinevski, Igor Mishkovski, Dimitar Trajanov
2010	—	`conf`	Durkin's Propagation Model Based on Triangular Irregular Network Terrain. ICT Innovations Marija Vuckovik, Dimitar Trajanov, Sonja Filiposka
2010	—	`conf`	HDL IP Cores Search Engine Based on Semantic Web Technologies. ICT Innovations Vladimir Zdraveski, Milos Jovanovik, Riste Stojanov, Dimitar Trajanov
2010	—	`conf`	Organizations Analysis with Complex Network Theory. ICT Innovations Todorka Banova, Igor Mishkovski, Dimitar Trajanov, Ljupco Kocarev
2009	—	`conf`	Impact of Community Structures on Ad Hoc Networks Performances. ICT Innovations Sonja Filiposka, Dimitar Trajanov
2009	—	`conf`	Performances of clustered ad hoc networks on 3D terrains. SimuTools Sonja Filiposka, Dimitar Trajanov, Marija Vuckovik
2009	—	`conf`	Phonetic Experiment Web Application. ICT Innovations Anastazija Kirkova-Naskova, Goran Bakraceski, Vladimir Apostolski, Dimitar Trajanov
2009	—	`conf`	Vulnerability Assessment of Complex Networks Based on Optimal Flow Measurements under Intentional Node and Edge Attacks. ICT Innovations Igor Mishkovski, Risto Kojchev, Dimitar Trajanov, Ljupco Kocarev
2008	—	`conf`	Game Theoretic Approach for Discovering Vulnerable Links in Complex Networks. TeNe Igor Mishkovski, Sonja Filiposka, Sasho Gramatikov, Dimitar Trajanov, Ljupco Kocarev
2008	—	`conf`	Network Topology Impact on Influence Spreading. TeNe Sasho Gramatikov, Dimitar Trajanov, Ljupco Kocarev, Aksenti Grnarov
2007	—	`conf`	Grid Computing Implementation in Ad Hoc Networks. SCSS (1) Aksenti Grnarov, Bekim Cilku, Igor Mishkovski, Sonja Filiposka, Dimitar Trajanov
2004	—	`conf`	Ad hoc networks connection availability modeling. PE-WASUN Dimitar Trajanov, Sonja Filiposka, Marija Efnuseva, Aksenti Grnarov