Ismail Balaban

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Maximum Entropy

Named Entity Recognition

Weather Forecasting

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Signal Image Video Process.

Publications

Selim Firat Yilmaz, Furkan B. Mutlu, Ismail Balaban, Suleyman S. Kozat
TMD-NER: Turkish multi-domain named entity recognition for informal texts. Signal Image Video Process. 18 (3) (2024)
Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban, Suleyman Serdar Kozat
Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Selim Furkan Tekin, Oguzhan Karaahmetoglu, Fatih Ilhan, Ismail Balaban, Suleyman Serdar Kozat
Spatio-temporal Weather Forecasting and Attention Mechanism on Convolutional LSTMs. CoRR (2021)
Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban, Suleyman Serdar Kozat
Markovian RNN: An Adaptive Time Series Prediction Network with HMM-based Switching for Nonstationary Environments. CoRR (2020)
Selim Firat Yilmaz, Ismail Balaban, Suleyman Serdar Kozat
Improved Named Entity Recognition in Turkish News via Word Lookup Methods. SIU (2020)
Oguzhan Karaahmetoglu, Fatih Ilhan, Ismail Balaban, Suleyman Serdar Kozat
Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks. CoRR (2020)
Ismail Balaban, Fatih Acun, Onur Yigit Arpali, Furkan Murat, Numan Ertugrul Babaroglu, Emre Akci, Mehmet Çulcu, Mümtaz Özkan, Selim Temizer
Development of a Forecasting and Warning System on the Ecological Life-Cycle of Sunn Pest. CoRR (2019)