Development of a smart home ontology and the implementation of a semantic sensor network simulator: An Internet of Things approach. - Omer Berat Sezer; Serdar Zafer Can; Erdogan Dogdu (CTS, 2015)

An extended IoT framework with semantics, big data, and analytics. - Omer Berat Sezer; Erdogan Dogdu; A. Murat Ozbayoglu; Aras Onal (IEEE BigData, 2016)

An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework. - Omer Berat Sezer; A. Murat Ozbayoglu; Erdogan Dogdu (ACM Southeast Regional Conference, 2017)

Weather data analysis and sensor fault detection using an extended IoT framework with semantics, big data, and machine learning. - Aras Can Onal; Omer Berat Sezer; A. Murat Ozbayoglu; Erdogan Dogdu (IEEE BigData, 2017)

MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning. - Aras Can Onal; Omer Berat Sezer; A. Murat Ozbayoglu; Erdogan Dogdu (IEEE BigData, 2018)

Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach. - Omer Berat Sezer; A. Murat Ozbayoglu (Appl. Soft Comput., 2018)

Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey. - Omer Berat Sezer; Erdogan Dogdu; Ahmet Murat Özbayoglu (IEEE Internet Things J., 2018)

Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks. - Omer Berat Sezer; Ahmet Murat Özbayoglu (CoRR, 2019)

Deep learning for financial applications : A survey. - Ahmet Murat Özbayoglu; Mehmet Ugur Gudelek; Omer Berat Sezer (Appl. Soft Comput., 2020)

Financial time series forecasting with deep learning : A systematic literature review: 2005-2019. - Omer Berat Sezer; Mehmet Ugur Gudelek; Ahmet Murat Özbayoglu (Appl. Soft Comput., 2020)