| Spatio-temporal weather forecasting and attention mechanism on convolutional lstms SF Tekin, O Karaahmetoglu, F Ilhan, I Balaban, SS Kozat arXiv preprint arXiv:2102.00696 4, 2021 | 43 | 2021 |
| Markovian RNN: An adaptive time series prediction network with HMM-based switching for nonstationary environments F Ilhan, O Karaahmetoglu, I Balaban, SS Kozat IEEE Transactions on Neural Networks and Learning Systems 34 (2), 715-728, 2021 | 28 | 2021 |
| Unsupervised online anomaly detection on irregularly sampled or missing valued time-series data using lstm networks O Karaahmetoglu, F Ilhan, I Balaban, SS Kozat arXiv preprint arXiv:2005.12005, 2020 | 11 | 2020 |
| Spatio-temporal weather forecasting and attention mechanism on convolutional lstms. arXiv 2021 SF Tekin, O Karaahmetoglu, F Ilhan, I Balaban, SS Kozat arXiv preprint arXiv:2102.00696, 0 | 5 | |
| Hybrid framework for named entity recognition in turkish social media SF Yilmaz, I Balaban, SF Tekin, SS Kozat 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | 4 | 2020 |
| Improved named entity recognition in Turkish news via word lookup methods SF Yilmaz, I Balaban, SS Kozat 2020 28th Signal Processing and Communications Applications Conference (SIU …, 2020 | 2 | 2020 |
| Development of a forecasting and warning system on the ecological life-cycle of sunn pest İ Balaban, F Acun, OY Arpalı, F Murat, NE Babaroğlu, E Akci, M Çulcu, ... arXiv preprint arXiv:1905.01640, 2019 | 2 | 2019 |
| TMD-NER: Turkish multi-domain named entity recognition for informal texts SF Yilmaz, FB Mutlu, I Balaban, SS Kozat Signal, Image and Video Processing 18 (3), 2255-2263, 2024 | 1 | 2024 |
| Generating an explainable time-series forecasting using heterogeneous mixture of experts with large language models İ Balaban Middle East Technical University, 2024 | | 2024 |
| TMD-NER SF Yılmaz, FB Mutlu, İ Balaban, SS Kozat Springer Nature, 0 | | |
| NLPFlow: NLP Web Services for Middle-East Languages SF Yilmaz, I Balaban, SS Kozat | | |
| Kısıtlı Türkçe Veri Üzerinde Derin Öğrenme Deep Learning on Limited Turkish Data SF Tekin, SF Yılmaz, I Balaban | | |
| Hibrit Yöntem ile Türkçe Sosyal Medyada Adlandırılmıs Varlık Tanıma Hybrid Framework for Named Entity Recognition in Turkish Social Media SF Yilmaz, I Balaban, SF Tekin, SS Kozat | | |
