Sonja Gievska

According to our database, Sonja Gievska authored at least 39 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• 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

Identification of HIV Inhibitors Using Graph Neural Networks.

Dimitar Georgiev, Martina Toshevska, Sonja Gievska

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

A Survey of Graph Neural Network Architectures in Ligand Binding Affinity Prediction Models.

Fjolla Fetaji, Sonja Gievska, Kire Trivodaliev

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

2023

A Complete Air Pollution Monitoring and Prediction Framework.

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

IEEE Access, 2023

Hyperparameter Optimization of Graph Neural Networks for mRNA Degradation Prediction.

Viktorija Vodilovska, Sonja Gievska, Ilinka Ivanoska

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

Identifying Drug - Disease Interactions Through Link Prediction in Heterogeneous Graphs.

Milena Trajanoska, Martina Toshevska, Sonja Gievska

Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023

Graph Neural Networks for Antisocial Behavior Detection on Twitter.

Martina Toshevska, Slobodan Kalajdziski, Sonja Gievska

Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023

2022

A Review of Text Style Transfer Using Deep Learning.

Martina Toshevska, Sonja Gievska

IEEE Trans. Artif. Intell., 2022

GAN-Based Image Colorization for Self-Supervised Visual Feature Learning.

Sandra Treneska, Eftim Zdravevski, Ivan Miguel Pires, Petre Lameski, Sonja Gievska

Sensors, 2022

Real-time Macedonian Sign Language Recognition System by using Transfer Learning.

Angela Kralevska, Risto Trajanov, Sonja Gievska

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

An Exploration of Autism Spectrum Disorder Classification from Structural and Functional MRI Images.

Jovan Krajevski, Ilinka Ivanoska, Kire Trivodaliev, Slobodan Kalajdziski, Sonja Gievska

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

Multimodal Data Fusion for Automatic Detection of Alzheimer's Disease.

Ivan Krstev, Milan Pavikjevikj, Martina Toshevska, Sonja Gievska

Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management. Health, Operations Management, and Design, 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

Predicting and Classifying Drug Interactions.

Elena Stefanovska, Sonja Gievska

Proceedings of the ICT Innovations 2021. Digital Transformation, 2021

SemanticStyleGAN: Generative Image Inpainting Using Style-Based Generator.

Darko Filipovski, Sonja Gievska

Proceedings of the ICT Innovations 2021. Digital Transformation, 2021

Multi-level stacked ensemble with sparse and dense features for hate speech detection on Twitter.

Darko Tosev, Sonja Gievska

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Boosting Recommender Systems with Advanced Embedding Models.

Gjorgjina Cenikj, Sonja Gievska

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Time Series Anomaly Detection with Variational Autoencoder Using Mahalanobis Distance.

Laze Gjorgiev, Sonja Gievska

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

Explorations into Deep Learning Text Architectures for Dense Image Captioning.

Martina Toshevska, Frosina Stojanovska, Eftim Zdravevski, Petre Lameski, Sonja Gievska

Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020

2019

Team Ned Leeds at SemEval-2019 Task 4: Exploring Language Indicators of Hyperpartisan Reporting.

Bozhidar Stevanoski, Sonja Gievska

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

AndrejJan at SemEval-2019 Task 7: A Fusion Approach for Exploring the Key Factors pertaining to Rumour Analysis.

Andrej Janchevski, Sonja Gievska

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

A Study of Different Models for Subreddit Recommendation Based on User-Community Interaction.

Andrej Janchevski, Sonja Gievska

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

An In-Depth Analysis of Personality Prediction.

Filip Despotovski, Sonja Gievska

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

Skin lesion segmentation with deep learning.

Jane Lameski, Andrej Jovanov, Eftim Zdravevski, Petre Lameski, Sonja Gievska

Proceedings of the IEEE EUROCON 2019, 2019

2018

Explorations into Deep Learning Mobile Applications.

Alisa Krstova, Alek Petreski, Sonja Gievska

Proceedings of the Intelligent Human Systems Integration, 2018

Explorations into Deep Neural Models for Emotion Recognition.

Frosina Stojanovska, Martina Toshevska, Sonja Gievska

Proceedings of the ICT Innovations 2018. Engineering and Life Sciences, 2018

Evaluation of Multiple Approaches for Visual Question Reasoning.

Kristijan Jankoski, Sonja Gievska

Proceedings of the ICT Innovations 2018. Engineering and Life Sciences, 2018

2017

Knowledge-Based Approach to Modeling Urban Dynamics.

Sonja Gievska, Petre Lameski

Proceedings of the Distributed, Ambient and Pervasive Interactions, 2017

2015

Bimodal feature-based fusion for real-time emotion recognition in a mobile context.

Sonja Gievska, Kiril Koroveshovski, Natasha Tagasovska

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014

The Impact of Affective Verbal Content on Predicting Personality Impressions in YouTube Videos.

Sonja Gievska, Kiril Koroveshovski

Proceedings of the 2014 ACM Multi Media on Workshop on Computational Personality Recognition, 2014

A Hybrid Approach for Emotion Detection in Support of Affective Interaction.

Sonja Gievska, Kiril Koroveshovski, Tatjana Chavdarova

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2011

Evaluation of context-aware coordination of interruptions in mobile application.

Sonja Gievska, Vladimir Trajkovik

Proceedings of the Workshop Proceedings of the 7th International Conference on Intelligent Environments, 2011

Framework for Prototyping and Evaluation of Recommendation Algorithms in Mobile Applications.

Vasil Vangelovski, Sonja Gievska

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

On the Feasibility of Automatic Topic Detection in IM Chats.

Katerina Packova, Sonja Gievska

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

2005

Using task context variables for selecting the best timing for interrupting users.

Sonja Gievska, John L. Sibert

Proceedings of the 2005 joint conference on Smart objects and ambient intelligence, 2005

2004

A Framework for Context-Sensitive Coordination of Human Interruptions in Human-Computer Interaction.

Sonja Gievska, John L. Sibert

Proceedings of the User-Centered Interaction Paradigms for Universal Access in the Information Society, 2004

2001

Using a theoretical multimedia taxonomy framework.

Rachelle S. Heller, C. Dianne Martin, Nuzi Haneef, Sonja Gievska-Krliu

ACM J. Educ. Resour. Comput., 2001

1997

Pattern-Based Framework for Multimedia Distributed Applications.

Sonja Gievska, Saso Jordanoski, Vladimir Trajkovic, Danco Davcev

Proceedings of the TOOLS 1997: 23rd International Conference on Technology of Object-Oriented Languages and Systems, July 28, 1997

1994

An Object Oriented System for Creation and Presentation of Multimedia Streams.

Saso Jordanoski, Danco Davcev, Sonja Gievska

Proceedings of the Broadband Islands '94, 1994