Ahmet Murat Özbayoglu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Financial Time Series Forecasting

Fuzzy Inference

Top Venues

Appl. Soft Comput.

Wirel. Networks

Publications

Muhammed Yilmaz, Mustafa Mert Keskin, Ahmet Murat Özbayoglu
Algorithmic stock trading based on ensemble deep neural networks trained with time graph. Appl. Soft Comput. 163 (2024)
Inci Sila Kaleli, Perin Ünal, Bilgin Umut Deveci, Özlem Albayrak, Ahmet Murat Özbayoglu
A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation. MobiWIS (2024)
Perin Ünal, Seyithan Temel, Emre Ummak, Ahmet Murat Özbayoglu
Condition Monitoring and Remaining Useful Life Prediction for Tool Wear in CNC Machines. FiCloud (2023)
Emre Tercan, Serkan Tapkin, Furkan Küçük, Ali Demirtas, Ahmet Murat Özbayoglu, Abdussamet Türker
Computational intelligence based point of interest detection by video surveillance implementations. Int. Arab J. Inf. Technol. 20 (6) (2023)
Perin Ünal, Bilgin Umut Deveci, Ahmet Murat Özbayoglu
A Review: Sensors Used in Tool Wear Monitoring and Prediction. MobiWIS (2022)
Yasin Aksan, Melda Yuksel, Ahmet Murat Özbayoglu
Channel Characterization for Aircraft Integrated Antennas via Machine Learning. WCNC (2021)
Muhammed Yilmaz, Ahmet Murat Özbayoglu, Bülent Tavli
Efficient computation of wireless sensor network lifetime through deep neural networks. Wirel. Networks 27 (3) (2021)
Omer Berat Sezer, Mehmet Ugur Gudelek, Ahmet Murat Özbayoglu
Financial time series forecasting with deep learning : A systematic literature review: 2005-2019. Appl. Soft Comput. 90 (2020)
Ahmet Murat Özbayoglu, Mehmet Ugur Gudelek, Omer Berat Sezer
Deep Learning for Financial Applications : A Survey. CoRR (2020)
Ahmet Murat Özbayoglu, Mehmet Ugur Gudelek, Omer Berat Sezer
Deep learning for financial applications : A survey. Appl. Soft Comput. 93 (2020)
Omer Berat Sezer, M. Ugur Gudelek, Ahmet Murat Özbayoglu
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019. CoRR (2019)
Omer Berat Sezer, Ahmet Murat Özbayoglu
Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks. CoRR (2019)
Ayhan Akbas, Huseyin Ugur Yildiz, Ahmet Murat Özbayoglu, Bülent Tavli
Neural network based instant parameter prediction for wireless sensor network optimization models. Wirel. Networks 25 (6) (2019)
Mehmet Saygin Seyfioglu, Ahmet Murat Özbayoglu, Sevgi Zubeyde Gurbuz
Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities. IEEE Trans. Aerosp. Electron. Syst. 54 (4) (2018)
Omer Berat Sezer, Erdogan Dogdu, Ahmet Murat Özbayoglu
Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey. IEEE Internet Things J. 5 (1) (2018)
Dervis Utku Ufuk, Alptekin Temizel, Ahmet Murat Özbayoglu
Optimized GPU Implementation of JPEG 2000 for Satellite Image Decompression. CSE (2018)
Muhammed Akif Agca, Senol Ataç, Mehmet Mert Yücesan, Yusuf Gökhan Küçükayan, Ahmet Murat Özbayoglu, Erdogan Dogdu
Opinion mining of microblog texts on Hadoop ecosystem. Int. J. Cloud Comput. 5 (1/2) (2016)
Ilknur Ucar, Ahmet Murat Özbayoglu, Mustafa Ucar
Developing a two level options trading strategy based on option pair optimization of spread strategies with evolutionary algorithms. CEC (2015)
Shahrzad Nikghadam, Bahram Lotfi Sadigh, Ahmet Murat Özbayoglu, Hakki Özgür Ünver, Sadik Engin Kilic
Evaluation of Partner Companies Based on Fuzzy Inference System for Establishing Virtual Enterprise Consortium. ICORES (Selected Papers) (2015)