Georgina Mirceva

44 papers C 1Misc 1Journal 8Unranked 34

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning. Big Data Cogn. Comput. Boris Stanoev, Goran Mitrov, Andrea Kulakov, Georgina Mirceva, Petre Lameski, Eftim Zdravevski
2024	J	`jnl`	Combining Semantic Matching, Word Embeddings, Transformers, and LLMs for Enhanced Document Ranking: Application in Systematic Reviews. Big Data Cogn. Comput. Goran Mitrov, Boris Stanoev, Sonja Gievska, Georgina Mirceva, Eftim Zdravevski
2024	—	`conf`	Hate Speech on Social Platforms through the Application of ML and NLP Methods. MIPRO Sara Paunkoska, Georgina Mirceva
2024	—	`conf`	YOLOv8 Oriented Bounding Box (OBB) Model for Waymo Open Dataset. ICT Innovations Atanasko Boris Mitrev, Georgina Mirceva
2023	J	`jnl`	A Complete Air Pollution Monitoring and Prediction Framework. IEEE Access Jovan Kalajdjieski, Kire Trivodaliev, Georgina Mirceva, Slobodan Kalajdziski, Sonja Gievska
2023	—	`conf`	Application of Traditional and Deep Learning Algorithms in Sentiment Analysis of Global Warming Tweets. GOODTECHS Dragana Nikolova, Georgina Mirceva, Eftim Zdravevski
2023	—	`conf`	DistilBERT and RoBERTa Models for Identification of Fake News. MIPRO Aleksandar Kitanovski, Martina Toshevska, Georgina Mirceva
2023	—	`conf`	Examination of Different Representations of Proteins Using Protein Ray-based Descriptor and Deep Learning Models. MIPRO Georgina Mirceva, Andreja Naumoski, Andrea Kulakov
2023	—	`conf`	Exploring the Relationship between Indoor Playrooms and Population in Skopje. MIPRO Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2022	—	`conf`	COVID-19 Fake News Detection by Using BERT and RoBERTa models. MIPRO Tashko Pavlov, Georgina Mirceva
2022	—	`conf`	Classification of Protein Structures Using Deep Learning Models. MIPRO Georgina Mirceva, Andreja Naumoski, Andrea Kulakov
2022	—	`conf`	Implication of Hamacher T-norm on Two Fuzzy- Rough Rule Induction Algorithms. MIPRO Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2022	—	`conf`	Spatial Relationship between Schools Population and Book Related Services in Skopje. MIPRO N. Netkovska, Georgina Mirceva, Andreja Naumoski
2022	J	`jnl`	Webber t-norm and its influence on QuickRules and VQRules fuzzy-rough rule induction algorithms. Int. J. Data Anal. Tech. Strateg. Kosta Mitreski, Georgina Mirceva, Andreja Naumoski
2022	J	`jnl`	Webber t-norm and its influence on QuickRules and VQRules fuzzy-rough rule induction algorithms. Int. J. Data Anal. Tech. Strateg. Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2021	—	`conf`	Fake News Detection by Using Doc2Vec Representation Model and Various Classification Algorithms. MIPRO D. Janakieva, Georgina Mirceva, Sonja Gievska
2021	—	`conf`	Novel T-norm for Fuzzy-Rough Rule Induction Algorithm and Its Influence. ICT Innovations Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2020	C	`conf`	Attention Models for PM2.5 Prediction. BDCAT Jovan Kalajdjieski, Georgina Mirceva, Slobodan Kalajdziski
2020	—	`conf`	Classifying Protein Structures by Using Protein Ray Based Descriptor, KNN and FuzzyKNN Classification Methods. MIPRO Georgina Mirceva, Andreja Naumoski, Andrea Kulakov
2020	—	`conf`	Evaluation of diatoms biodiversity models by applying different discretization on the class attribute. MIPRO Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2019	—	`conf`	Analysing the Influence of Two Similarity Metrics on the Ant Colony Optimisation Based Fuzzy-Rough Feature Selection Algorithm. MIPRO Andreja Naumoski, Ilinka Ivanoska, Georgina Mirceva
2019	—	`conf`	Diatom Ecological Modelling with Weighted Pattern Tree Algorithm by Using Polygonal and Gaussian Membership Functions. ICT Innovations Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2019	—	`conf`	Feature Selection for Improved Classification of Protein Structures. MIPRO Georgina Mirceva, Ilinka Ivanoska, Andreja Naumoski, Andrea Kulakov
2019	J	`jnl`	Network Embedding: An Overview. CoRR Nino Arsov, Georgina Mirceva
2018	—	`conf`	Experimental Evaluation of Different Membership Functions on Weighted Pattern Trees for Diatom Modelling. ICNC-FSKD Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2018	—	`conf`	Learning diatom ecological models with fuzzy order data mining algorithm. MIPRO Andreja Naumoski, Georgina Mirceva, Kire Trivodaliev, Kosta Mitreski
2017	—	`conf`	Influence of Algebraic T-norm on Different Indiscernibility Relationships in Fuzzy-Rough Rule Induction Algorithms. ICT Innovations Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2016	—	`conf`	Influence of Fuzzy Tolerance Metrics on Classification and Regression Tasks for Fuzzy-Rough Nearest Neighbour Algorithms. ICT Innovations Andreja Naumoski, Georgina Mirceva, Petre Lameski
2014	—	`conf`	Method for Determination of the Protein Functions Based on the Global and Local Characteristics of the Structure. ICT Innovations Georgina Mirceva
2012	J	`jnl`	A novel fuzzy based approach simple sequentially rejective multiple for inducing diatom habitat models and discovering diatom indicating properties. Ecol. Informatics Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2012	J	`jnl`	Efficient Approaches for Retrieving Protein Tertiary Structures. IEEE ACM Trans. Comput. Biol. Bioinform. Georgina Mirceva, Ivana Cingovska, Zoran Dimov, Danco Davcev
2012	—	`conf`	Top-Down Approach for Protein Binding Sites Prediction Based on Fuzzy Pattern Trees. ICT Innovations Georgina Mirceva, Andrea Kulakov
2011	—	`conf`	A Novel Fuzzy Decision Tree Based Method for Detecting Protein Active Sites. ICT Innovations Georgina Mirceva, Andreja Naumoski, Danco Davcev
2011	—	`conf`	Fuzzy models with GIS for water quality diatom-indicator classification. FSKD Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
2011	—	`conf`	Incorporating the depth and protrusion index in the protein ray based descriptor. FSKD Georgina Mirceva, Danco Davcev
2011	—	`conf`	Method for Protein Active Sites Detection Based on Fuzzy Decision Trees. FGIT-DTA/BSBT Georgina Mirceva, Andreja Naumoski, Viktorija Stojkovik, Damjan Temelkovski, Danco Davcev
2011	—	`conf`	SVM based approaches for classifying protein tertiary structures. ICDKE Georgina Mirceva, Danco Davcev
2010	—	`conf`	A Protein Classifier Based on SVM by Using the Voxel Based Descriptor. RSCTC Georgina Mirceva, Andreja Naumoski, Danco Davcev
2010	—	`conf`	Incorporating several features in the protein ray descriptor for more accurate protein 3D structure retrieval. 3DOR@MM Georgina Mirceva, Danco Davcev
2009	—	`conf`	Automated Structural Classification of Proteins by Using Decision Trees and Structural Protein Features. ICT Innovations Slobodan Kalajdziski, Bojan Pepik, Ilinka Ivanovska, Georgina Mirceva, Kire Trivodaliev, Danco Davcev
2009	—	`conf`	HMM Approach for Classifying Protein Structures. FGIT Georgina Mirceva, Danco Davcev
2009	—	`conf`	Protein Classification Based on 3D Structures and Fractal Features. ICT Innovations Georgina Mirceva, Zoran Dimov, Slobodan Kalajdziski, Danco Davcev
2009	Misc	`conf`	SGNG Protein Classifier by Matching 3D Structures. HAIS Georgina Mirceva, Andrea Kulakov, Danco Davcev
2007	—	`conf`	Protein Classification by Matching 3D Structures. FBIT Slobodan Kalajdziski, Georgina Mirceva, Kire Trivodaliev, Danco Davcev