Gievska, Sonja
Full Name
Gievska, Sonja
Main Affiliation
Email
sonja.gievska@finki.ukim.mk
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Subject
- 2 Deep Learning, NLP, RNN, LSTM, GRU, Abusive Language Detection, Hate Speech, Cyberbullying
- 1 fMRI, Autism spectrum disorder, Histogram transformation, CNN
- 1 Hate speech spreaders detection, Ensemble learning, Feature vector representation, Twitter, English
- 1 Macedonian sign language recognition , real-time recognition system , transfer learning , Single Shot Detector (SSD), MobileNet
- 1 object detection, instance segmentation, semantic segmentation, computer vision, fashion images
- 1 recommender systems, link prediction, graph embeddings, word embeddings
- 1 self-supervised learning; transfer learning; image colorization; convolutional neural network; generative adversarial network
- 1 Text Style Transfer, Deep Learning, Natural Language Processing, Natural Language Generation, Neural Networks
- 1 Time series analysis · Anomaly detection · Variational au- toencoder · Mahalanobis distance.
Type
Fulltext
Results 1-13 of 13 (Search time: 0.023 seconds).
| Preview | Title | Author(s) | Issue Date | Type | |
|---|---|---|---|---|---|
| 1 | Boosting Recommender Systems with Advanced Embedding Models | Cenikj, Gjorgjina; Gievska, Sonja | 19-Apr-2020 | Article | |
| 2 | Evaluation of Recurrent Neural Network architectures for abusive language detection in cyberbullying contexts | Gievska, Sonja ; Markoski, Filip; Zdravevski, Eftim ; Ljubešić, Nikola | 8-May-2020 | Proceeding article | |
| 3 | Evaluation of Recurrent Neural Network architectures for abusive language detection in cyberbullying contexts | Markoski, Filip; Zdravevski, Eftim ; Ljubešić, Nikola; Gievska, Sonja | 8-May-2020 | Proceeding article | |
| 4 | Exploration into Deep Learning Text Generation Architectures for Dense Image Captioning | Toshevska, Martina; Lameski, Petre ; Stojanovska, Frosina; Zdravevski, Eftim ; Gievska, Sonja | 6-Sep-2020 | Proceeding article | |
| 5 | An Exploration of Autism Spectrum Disorder Classification from Structural and Functional MRI Images | Krajevski, Jovan; Ivanoska, Ilinka ; Trivodaliev, Kire ; Kalajdziski, Slobodan ; Gievska, Sonja | 29-Sep-2022 | Proceeding article | |
| 6 | Explorations into Deep Learning Text Architectures for Dense Image Captioning | Toshevska, Martina ; Stojanovska, Frosina ; Zdravevski, Eftim ; Lameski, Petre ; Gievska, Sonja | Sep-2020 | Article | |
| 7 | Fake News Detection by Using Doc2Vec Representation Model and Various Classification Algorithms | Janakieva, Dobrinka; Mirceva, Georgina ; Gievska, Sonja | 2021 | Proceeding article | |
| 8 | GAN-Based Image Colorization for Self-Supervised Visual Feature Learning | Gievska, Sonja ; Treneska, Sandra; Zdravevski, Eftim ; Pires, Ivan Miguel; Lameski, Petre | 18-Feb-2022 | Article | |
| 9 | Multi-level stacked ensemble learning for identifying hate speech spreaders on Twitter | Gievska, Sonja ; Tosev, Darko | 2021 | Proceeding article | |
| 10 | Object detection and semantic segmentation of fashion images | Gievska, Sonja ; Treneska, Sandra | 8-May-2020 | Proceeding article | |
| 11 | Real-time Macedonian Sign Language Recognition System by using Transfer Learning | Kralevska, A; Trajanov, R; Gievska, Sonja | 23-May-2022 | Proceeding article | |
| 12 | A Review of Text Style Transfer using Deep Learning | Toshevska, Martina; Gievska, Sonja | 28-Sep-2021 | Proceeding article | |
| 13 | Time series anomaly detection with Variational Autoencoder using Mahalanobis distance | Gjorgjiev, L.; Gievska, Sonja | Sep-2020 | Article |