Research & Articles — YTU Impact

2019 Conference Paper 231 citations

A Decision Support System for Diabetes Prediction Using Machine Learning and Deep Learning Techniques

Amani Yahyaoui, Akhtar Jamıl, Jawad Rasheed, Mirsat Yeşiltepe

2019 1st International Informatics and Software Engineering Conference (UBMYK)

Artificial Intelligence in Healthcare Machine Learning in Healthcare

View details DOI: 10.1109/ubmyk48245.2019.89655… Scopus

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2017 Conference Paper 139 citations

Application identification via network traffic classification

Baris Yamansavascilar, M. Amaç Güvensan, A. Gökhan Yavuz, M. Elif Karslıgil

2017 International Conference on Computing, Networking and Communications (ICNC)

Internet Traffic Analysis and Secure E-… Network Security and Intrusion Detection

View details DOI: 10.1109/iccnc.2017.7876241 Scopus

2022 Conference Paper 73 citations

A Survey From 1G to 5G Including the Advent of 6G: Architectures, Multiple Access Techniques, and Emerging Technologies

A. F. M. Shahen Shah

2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)

Advanced Wireless Communication Technol… Advanced MIMO Systems Optimization

View details DOI: 10.1109/ccwc54503.2022.9720781 Scopus

2019 Conference Paper 39 citations

Breast Cancer Detection From Thermography Based on Deep Neural Networks

Seyfullah Kiymet, Muhammet Yavuz Aslankaya, Murat Taşkıran, Bülent Bölat

2019 Innovations in Intelligent Systems and Applications Conference (ASYU)

Infrared Thermography in Medicine Thermography and Photoacoustic Techniqu…

View details DOI: 10.1109/asyu48272.2019.8946367 Scopus

2019 Conference Paper 31 citations

Autonomous Car Racing in Simulation Environment Using Deep Reinforcement Learning

Kıvanç Güçkıran, Bülent Bölat

2019 Innovations in Intelligent Systems and Applications Conference (ASYU)

Reinforcement Learning in Robotics Autonomous Vehicle Technology and Safety

View details DOI: 10.1109/asyu48272.2019.8946332 Scopus

2022 Conference Paper 28 citations

Network Page Building Methodical Reviews Using Involuntary Manuscript Classification Procedures Founded on Deep Learning

Bassam Talib Sabri, Bilal Alhayani

2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)

Web Data Mining and Analysis Text and Document Classification Techno…

View details DOI: 10.1109/iceccme55909.2022.998… Scopus

2021 Review 22 citations

A Review of Spam Detection in Social Media

Ilke Yurtseven, Selami Bağrıyanık, Serkan Ayvaz

2021 6th International Conference on Computer Science and Engineering (UBMK)

Spam and Phishing Detection Advanced Malware Detection Techniques

View details DOI: 10.1109/ubmk52708.2021.9558993 Scopus

2014 Conference Paper 22 citations

Design and analysis of generator and converters for outer rotor direct drive gearless small-scale wind turbines

Yusuf Yaşa, Erkan Meşe

2014 International Conference on Renewable Energy Research and Application (ICRERA)

Electric Motor Design and Analysis Wind Turbine Control Systems

View details DOI: 10.1109/icrera.2014.7016474 Scopus

2014 Conference Paper 22 citations

A home energy management algorithm in a smart house integrated with renewable energy

Avijit Saha, Murat Kuzlu, Warodom Khamphanchai, Manisa Pipattanasomporn + 5 more

IEEE PES Innovative Smart Grid Technologies Europe

Smart Grid Energy Management Microgrid Control and Optimization

View details DOI: 10.1109/isgteurope.2014.70289… Scopus

2020 Conference Paper 21 citations

Analysis of Anemia Using Data Mining Techniques with Risk Factors Specification

Mohammed Sami Mohammed, Arshed A. Ahmad, Murat Sarı

2020 International Conference for Emerging Technology (INCET)

Imbalanced Data Classification Techniqu… Artificial Intelligence in Healthcare

View details DOI: 10.1109/incet49848.2020.91540… Scopus

2017 Conference Paper OPEN ACCESS 21 citations

Predicting financial market in big data: Deep learning

Afan Hasan, Oya Kalıpsız, Selim Akyokuş

2017 International Conference on Computer Science and Engineering (UBMK)

Stock Market Forecasting Methods

View details DOI: 10.1109/ubmk.2017.8093449 Scopus

2022 Conference Paper 20 citations

A Novel MPPT Algorithm based on Aquila Optimizer under PSC and Implementation using Raspberry

Hicham Karmouni, Mohamed Chouiekh, Saad Motahhir, Idriss Dagal + 3 more

2022 11th International Conference on Renewable Energy Research and Application (ICRERA)

Photovoltaic System Optimization Techni… Advanced Battery Technologies Research

View details DOI: 10.1109/icrera55966.2022.9922… Scopus

2021 Conference Paper 20 citations

Big Data Testing Framework for Recommendation Systems in e-Science and e-Commerce Domains

Meryem Uzun‐Per, Ali Can, A. Gürel, Mehmet S. Aktaş

2021 IEEE International Conference on Big Data (Big Data)

Recommender Systems and Techniques Cloud Computing and Resource Management

View details DOI: 10.1109/bigdata52589.2021.967… Scopus

2017 Conference Paper 17 citations

A survey of product recognition in shelf images

Ceren Gülra Melek, Elena Battini Sönmez, Songül Albayrak

2017 International Conference on Computer Science and Engineering (UBMK)

Food Supply Chain Traceability Industrial Vision Systems and Defect De…

View details DOI: 10.1109/ubmk.2017.8093584 Scopus

2003 Conference Paper 17 citations

New pole tip shapes mitigating torque ripple in short pitched and fully pitched switched reluctance motors

Yusuf Özoğlu, Muhammet Garip, Erkan Meşe

Conference Record of the 2002 IEEE Industry Applications Conference. 37th IAS Annual Meeting (Cat. No.02CH37344)

Electric Motor Design and Analysis Magnetic Bearings and Levitation Dynami…

View details DOI: 10.1109/ias.2002.1044065 Scopus

2021 Conference Paper 15 citations

Test Script Generation Based on Hidden Markov Models Learning From User Browsing Behaviors

Izzettin Erdem, Ramazan Faruk Oguz, Erdi Ölmezoğulları, Mehmet S. Aktaş

2021 IEEE International Conference on Big Data (Big Data)

Web Data Mining and Analysis Software Testing and Debugging Techniqu…

View details DOI: 10.1109/bigdata52589.2021.967… Scopus

2019 Conference Paper 15 citations

Implementation of Data Preprocessing Techniques on Distributed Big Data Platforms

Oguz Celik, Mürüvvet Hasanbaşoğlu, Mehmet S. Aktaş, Oya Kalıpsız + 1 more

2019 4th International Conference on Computer Science and Engineering (UBMK)

Anomaly Detection Techniques and Applic… Data Stream Mining Techniques

View details DOI: 10.1109/ubmk.2019.8907230 Scopus

2021 Conference Paper 14 citations

Simple But Effective GRU Variants

Gülsüm Yiğit, Mehmet Fatih Amasyalı

2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)

Multimodal Machine Learning Applications Topic Modeling

View details DOI: 10.1109/inista52262.2021.9548… Scopus