Andreja Naumoski

According to our database, Andreja Naumoski authored at least 33 papers between 2009 and 2023.

Collaborative distances:

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

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

2022

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

Andreja Naumoski, Georgina Mirceva, Kosta Mitreski

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

Application of Machine Learning in Predicting the Impact of Air Pollution on Bacterial Flora.

Damjan Jovanovski, Elena Mitreska Jovanovska, Katja Popovska, Andreja Naumoski

Proceedings of the Intelligent Computing, 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

A GIS Based Approach for Finding Association between Air Pollution, Factories and Population Density in North Macedonia.

E. Stefanovska, Angela Kralevska, A. Abazi, Andreja Naumoski

Proceedings of the 44th International Convention on Information, 2021

Hospitals and Pharmacy Relationship between Rating, Service Time and Closeness in the City of Skopje.

F. Bozinovski, E. Simikj, Andreja Naumoski

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

GIS analysis of basketball courts and healthy stores relationship for young population in the city of Sкopje.

N. Stojanova, R. Vignjevikj, Andreja Naumoski

Proceedings of the 43rd International Convention on Information, 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

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

2015

GIS Flood Prediction Models of "Kriva Reka" River.

Darko Georgievski, Kosta Mitreski, Andreja Naumoski, Danco Davcev

Proceedings of the ICT Innovations 2015, 2015

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

Diatom Indicating Property Discovery with Rule Induction Algorithm.

Andreja Naumoski, Kosta Mitreski

Proceedings of the ICT Innovations 2012, 2012

2011

Diatoms Classification with Weighted Averaging Fuzzy Operators for Eutrophication Prevention.

Andreja Naumoski, Kosta Mitreski

Proceedings of the Information Technologies in Environmental Engineering, 2011

Novel Inverse Sigmoid Fuzzy Approach for Water Quality Diatom Classification.

Andreja Naumoski, Svetislav Krstic, Kosta Mitreski

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

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

Diatom Classification with Novel Bell Based Classification Algorithm.

Andreja Naumoski, Kosta Mitreski

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

2009

Predicting chemical parameters of the water from diatom abudance in lake Prespa and its tributaries.

Andreja Naumoski, Dragi Kocev, Natasa Atanasova, Kosta Mitreski, Svetislav Krstic, Saso Dzeroski

Proceedings of the Information Technologies in Environmental Engineering, 2009

Rule Induction of Physical-Chemical Water Property from Diatoms Community.

Andreja Naumoski, Kosta Mitreski

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

Rule Inducted Models for Classifying Water Quality Using Diatoms as Bio-indicators.

Andreja Naumoski, Kosta Mitreski

Proceedings of the 2009 Second International Conference on Environmental and Computer Science, 2009