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Ismail Balaban
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 6
Top Topics
Adaptive Algorithms
Attention Mechanism
Weather Forecasting
Anomaly Detection
Top Venues
CoRR
IEEE Trans. Neural Networks Learn. Syst.
SIU
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Publications
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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)