Ahmet Murat Özbayoglu

25 papers B 4Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Intelligent chatter detection in turning operations with imbalanced data using conditional generative adversarial networks.
Neural Comput. Appl.
Berk Baris Çelik, Ayse Irmak Ercevik, Ahmet Murat Özbayoglu, Hakki Özgür Ünver
2025 J jnl
Artificial Intelligence Based Predictive Maintenance for Electric Buses.
CoRR
Ayse Irmak Ercevik, Ahmet Murat Özbayoglu
2025 — conf
Multimodal Stock Price Prediction.
ICAART (3)
Furkan Karadas, Bahaeddin Eravci, Ahmet Murat Özbayoglu
2025 J jnl
Multimodal Stock Price Prediction.
CoRR
Furkan Karadas, Bahaeddin Eravci, Ahmet Murat Özbayoglu
2024 — conf
A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation.
MobiWIS
Inci Sila Kaleli, Perin Ünal, Bilgin Umut Deveci, Özlem Albayrak, Ahmet Murat Özbayoglu
2024 B conf
AI Generated Speech Detection Using CNN.
IEEE Big Data
Meriç Demirörs, Toygar Akgün, Ahmet Murat Özbayoglu
2024 J jnl
Algorithmic stock trading based on ensemble deep neural networks trained with time graph.
Appl. Soft Comput.
Muhammed Yilmaz, Mustafa Mert Keskin, Ahmet Murat Özbayoglu
2024 B conf
Stock Movement Prediction Using Mamba And Ensemble Learning.
IEEE Big Data
Halil Ibrahim Akgün, Ahmet Murat Özbayoglu
2023 J jnl
Computational intelligence based point of interest detection by video surveillance implementations.
Int. Arab J. Inf. Technol.
Emre Tercan, Serkan Tapkin, Furkan Küçük, Ali Demirtas, Ahmet Murat Özbayoglu, Abdussamet Türker
2023 — conf
Condition Monitoring and Remaining Useful Life Prediction for Tool Wear in CNC Machines.
FiCloud
Perin Ünal, Seyithan Temel, Emre Ummak, Ahmet Murat Özbayoglu
2022 — conf
A Review: Sensors Used in Tool Wear Monitoring and Prediction.
MobiWIS
Perin Ünal, Bilgin Umut Deveci, Ahmet Murat Özbayoglu
2021 B conf
Channel Characterization for Aircraft Integrated Antennas via Machine Learning.
WCNC
Yasin Aksan, Melda Yuksel, Ahmet Murat Özbayoglu
2021 J jnl
Efficient computation of wireless sensor network lifetime through deep neural networks.
Wirel. Networks
Muhammed Yilmaz, Ahmet Murat Özbayoglu, Bülent Tavli
2020 J jnl
Deep Learning for Financial Applications : A Survey.
CoRR
Ahmet Murat Özbayoglu, Mehmet Ugur Gudelek, Omer Berat Sezer
2020 J jnl
Deep learning for financial applications : A survey.
Appl. Soft Comput.
Ahmet Murat Özbayoglu, Mehmet Ugur Gudelek, Omer Berat Sezer
2020 J jnl
Financial time series forecasting with deep learning : A systematic literature review: 2005-2019.
Appl. Soft Comput.
Omer Berat Sezer, Mehmet Ugur Gudelek, Ahmet Murat Özbayoglu
2019 J jnl
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019.
CoRR
Omer Berat Sezer, M. Ugur Gudelek, Ahmet Murat Özbayoglu
2019 J jnl
Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks.
CoRR
Omer Berat Sezer, Ahmet Murat Özbayoglu
2019 J jnl
Neural network based instant parameter prediction for wireless sensor network optimization models.
Wirel. Networks
Ayhan Akbas, Huseyin Ugur Yildiz, Ahmet Murat Özbayoglu, Bülent Tavli
2018 J jnl
Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey.
IEEE Internet Things J.
Omer Berat Sezer, Erdogan Dogdu, Ahmet Murat Özbayoglu
2018 J jnl
Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities.
IEEE Trans. Aerosp. Electron. Syst.
Mehmet Saygin Seyfioglu, Ahmet Murat Özbayoglu, Sevgi Zubeyde Gurbuz
2018 — conf
Optimized GPU Implementation of JPEG 2000 for Satellite Image Decompression.
CSE
Dervis Utku Ufuk, Alptekin Temizel, Ahmet Murat Özbayoglu
2016 J jnl
Opinion mining of microblog texts on Hadoop ecosystem.
Int. J. Cloud Comput.
Muhammed Akif Agca, Senol Ataç, Mehmet Mert Yücesan, Yusuf Gökhan Küçükayan, Ahmet Murat Özbayoglu, Erdogan Dogdu
2015 B conf
Developing a two level options trading strategy based on option pair optimization of spread strategies with evolutionary algorithms.
CEC
Ilknur Ucar, Ahmet Murat Özbayoglu, Mustafa Ucar
2015 — conf
Evaluation of Partner Companies Based on Fuzzy Inference System for Establishing Virtual Enterprise Consortium.
ICORES (Selected Papers)
Shahrzad Nikghadam, Bahram Lotfi Sadigh, Ahmet Murat Özbayoglu, Hakki Özgür Ünver, Sadik Engin Kilic