Georgina Mirceva

According to our database, Georgina Mirceva authored at least 43 papers between 2007 and 2024.

Collaborative distances:

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

2024

Combining Semantic Matching, Word Embeddings, Transformers, and LLMs for Enhanced Document Ranking: Application in Systematic Reviews.

Goran Mitrov, Boris Stanoev, Sonja Gievska, Georgina Mirceva, Eftim Zdravevski

Big Data Cogn. Comput., September, 2024

Automating Feature Extraction from Entity-Relation Models: Experimental Evaluation of Machine Learning Methods for Relational Learning.

Boris Stanoev, Goran Mitrov, Andrea Kulakov, Georgina Mirceva, Petre Lameski, Eftim Zdravevski

Big Data Cogn. Comput., April, 2024

Hate Speech on Social Platforms through the Application of ML and NLP Methods.

Sara Paunkoska, Georgina Mirceva

Proceedings of the 47th MIPRO ICT and Electronics Convention, 2024

YOLOv8 Oriented Bounding Box (OBB) Model for Waymo Open Dataset.

Atanasko Boris Mitrev, Georgina Mirceva

Proceedings of the ICT Innovations 2024. TechConvergence: AI, Business, and Startup Synergy, 2024

2023

A Complete Air Pollution Monitoring and Prediction Framework.

Jovan Kalajdjieski, Kire Trivodaliev, Georgina Mirceva, Slobodan Kalajdziski, Sonja Gievska

IEEE Access, 2023

Exploring the Relationship between Indoor Playrooms and Population in Skopje.

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023

Examination of Different Representations of Proteins Using Protein Ray-based Descriptor and Deep Learning Models.

Georgina Mirceva, Andreja Naumoski, Andrea Kulakov

Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023

DistilBERT and RoBERTa Models for Identification of Fake News.

Aleksandar Kitanovski, Martina Toshevska, Georgina Mirceva

Proceedings of the 46th MIPRO ICT and Electronics Convention, 2023

Application of Traditional and Deep Learning Algorithms in Sentiment Analysis of Global Warming Tweets.

Dragana Nikolova, Georgina Mirceva, Eftim Zdravevski

Proceedings of the Smart Objects and Technologies for Social Good, 2023

2022

Webber t-norm and its influence on QuickRules and VQRules fuzzy-rough rule induction algorithms.

Kosta Mitreski, Georgina Mirceva, Andreja Naumoski

Int. J. Data Anal. Tech. Strateg., 2022

COVID-19 Fake News Detection by Using BERT and RoBERTa models.

Tashko Pavlov, Georgina Mirceva

Proceedings of the 45th Jubilee International Convention on Information, 2022

Spatial Relationship between Schools Population and Book Related Services in Skopje.

N. Netkovska, Georgina Mirceva, Andreja Naumoski

Proceedings of the 45th Jubilee International Convention on Information, 2022

Implication of Hamacher T-norm on Two Fuzzy- Rough Rule Induction Algorithms.

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

Proceedings of the 45th Jubilee International Convention on Information, 2022

Classification of Protein Structures Using Deep Learning Models.

Georgina Mirceva, Andreja Naumoski, Andrea Kulakov

Proceedings of the 45th Jubilee International Convention on Information, 2022

2021

Fake News Detection by Using Doc2Vec Representation Model and Various Classification Algorithms.

D. Janakieva, Georgina Mirceva, Sonja Gievska

Proceedings of the 44th International Convention on Information, 2021

Novel T-norm for Fuzzy-Rough Rule Induction Algorithm and Its Influence.

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

Proceedings of the ICT Innovations 2021. Digital Transformation, 2021

2020

Evaluation of diatoms biodiversity models by applying different discretization on the class attribute.

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

Proceedings of the 43rd International Convention on Information, 2020

Classifying Protein Structures by Using Protein Ray Based Descriptor, KNN and FuzzyKNN Classification Methods.

Georgina Mirceva, Andreja Naumoski, Andrea Kulakov

Proceedings of the 43rd International Convention on Information, 2020

Attention Models for PM2.5 Prediction.

Jovan Kalajdjieski, Georgina Mirceva, Slobodan Kalajdziski

Proceedings of the 7th IEEE/ACM International Conference on Big Data Computing, 2020

2019

Network Embedding: An Overview.

Nino Arsov, Georgina Mirceva

CoRR, 2019

Analysing the Influence of Two Similarity Metrics on the Ant Colony Optimisation Based Fuzzy-Rough Feature Selection Algorithm.

Andreja Naumoski, Ilinka Ivanoska, Georgina Mirceva

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Feature Selection for Improved Classification of Protein Structures.

Georgina Mirceva, Ilinka Ivanoska, Andreja Naumoski, Andrea Kulakov

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Diatom Ecological Modelling with Weighted Pattern Tree Algorithm by Using Polygonal and Gaussian Membership Functions.

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

Proceedings of the ICT Innovations 2019. Big Data Processing and Mining, 2019

2018

Learning diatom ecological models with fuzzy order data mining algorithm.

Andreja Naumoski, Georgina Mirceva, Kire Trivodaliev, Kosta Mitreski

Proceedings of the 41st International Convention on Information and Communication Technology, 2018

Experimental Evaluation of Different Membership Functions on Weighted Pattern Trees for Diatom Modelling.

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

Proceedings of the 14th International Conference on Natural Computation, 2018

2017

Influence of Algebraic T-norm on Different Indiscernibility Relationships in Fuzzy-Rough Rule Induction Algorithms.

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

Proceedings of the ICT Innovations 2017, 2017

2016

Influence of Fuzzy Tolerance Metrics on Classification and Regression Tasks for Fuzzy-Rough Nearest Neighbour Algorithms.

Andreja Naumoski, Georgina Mirceva, Petre Lameski

Proceedings of the ICT Innovations 2016, 2016

2014

Method for Determination of the Protein Functions Based on the Global and Local Characteristics of the Structure.

Georgina Mirceva

Proceedings of the ICT Innovations 2014, 2014

2012

Efficient Approaches for Retrieving Protein Tertiary Structures.

Georgina Mirceva, Ivana Cingovska, Zoran Dimov, Danco Davcev

IEEE ACM Trans. Comput. Biol. Bioinform., 2012

A novel fuzzy based approach simple sequentially rejective multiple for inducing diatom habitat models and discovering diatom indicating properties.

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

Ecol. Informatics, 2012

Top-Down Approach for Protein Binding Sites Prediction Based on Fuzzy Pattern Trees.

Georgina Mirceva, Andrea Kulakov

Proceedings of the ICT Innovations 2012, 2012

2011

SVM based approaches for classifying protein tertiary structures.

Georgina Mirceva, Danco Davcev

Proceedings of the 2011 International Conference on Data and Knowledge Engineering, 2011

A Novel Fuzzy Decision Tree Based Method for Detecting Protein Active Sites.

Georgina Mirceva, Andreja Naumoski, Danco Davcev

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

Fuzzy models with GIS for water quality diatom-indicator classification.

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Incorporating the depth and protrusion index in the protein ray based descriptor.

Georgina Mirceva, Danco Davcev

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Method for Protein Active Sites Detection Based on Fuzzy Decision Trees.

Georgina Mirceva, Andreja Naumoski, Viktorija Stojkovik, Damjan Temelkovski, Danco Davcev

Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2011

2010

A Protein Classifier Based on SVM by Using the Voxel Based Descriptor.

Georgina Mirceva, Andreja Naumoski, Danco Davcev

Proceedings of the Rough Sets and Current Trends in Computing, 2010

Incorporating several features in the protein ray descriptor for more accurate protein 3D structure retrieval.

Georgina Mirceva, Danco Davcev

Proceedings of the ACM workshop on 3D object retrieval, 2010

2009

Protein Classification Based on 3D Structures and Fractal Features.

Georgina Mirceva, Zoran Dimov, Slobodan Kalajdziski, Danco Davcev

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

Automated Structural Classification of Proteins by Using Decision Trees and Structural Protein Features.

Slobodan Kalajdziski, Bojan Pepik, Ilinka Ivanovska, Georgina Mirceva, Kire Trivodaliev, Danco Davcev

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

SGNG Protein Classifier by Matching 3D Structures.

Georgina Mirceva, Andrea Kulakov, Danco Davcev

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

HMM Approach for Classifying Protein Structures.

Georgina Mirceva, Danco Davcev

Proceedings of the Future Generation Information Technology, 2009

2007

Protein Classification by Matching 3D Structures.

Slobodan Kalajdziski, Georgina Mirceva, Kire Trivodaliev, Danco Davcev

Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007