45 citations · 61 across the 6 of their papers we have counts for
7 papers
Artificial Intelligence Based Predictive Maintenance for Electric Buses
Ayse Irmak Ercevik, Ahmet Murat Ozbayoglu
Predictive maintenance (PdM) is crucial for optimizing efficiency and minimizing downtime of electric buses. While these vehicles provide environmental benefits, they pose challeng…
Web page classification with Google Image Search results
Fahri Aydos, A. Murat Özbayoğlu, Yahya Şirin +1
In this paper, we introduce a novel method that combines multiple neural network results to decide the class of the input. This is the first study which used the method for web pag…
Deep Learning for Financial Applications : A Survey
Ahmet Murat Ozbayoglu, Mehmet Ugur Gudelek, Omer Berat Sezer
Computational intelligence in finance has been a very popular topic for both academia and financial industry in the last few decades. Numerous studies have been published resulting…
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019
Omer Berat Sezer, Mehmet Ugur Gudelek, Ahmet Murat Ozbayoglu
Financial time series forecasting is, without a doubt, the top choice of computational intelligence for finance researchers from both academia and financial industry due to its bro…
Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks
Omer Berat Sezer, Ahmet Murat Ozbayoglu
Even though computational intelligence techniques have been extensively utilized in financial trading systems, almost all developed models use the time series data for price predic…
Automated Image Analysis and Contiguity Estimation for Liquid Phase Sintered Tungsten Heavy Alloys
A. Murat Ozbayoglu, Nuri Durlu, N. Kaan Caliskan
In this study an automated software model using digital image processing techniques is proposed for extracting the image characteristics and contiguity of liquid phase sintered tun…