Research & Articles — YTU Impact

2018 Journal Article OPEN ACCESS 761 citations

Machine learning based phishing detection from URLs

Özgür Koray Şahingöz, Ebubekir Buber, Önder Demir, Banu Di̇ri̇

Expert Systems with Applications

Spam and Phishing Detection Advanced Malware Detection Techniques

View details DOI: 10.1016/j.eswa.2018.09.029 Scopus

2018 Journal Article 526 citations

A comparative analysis of speech signal processing algorithms for Parkinson’s disease classification and the use of the tunable Q-factor wavelet transform

C. Okan Sakar, Görkem Serbes, Ayşegül Gündüz, Hünkar Can Tunç + 6 more

Applied Soft Computing

Voice and Speech Disorders Speech and Audio Processing

View details DOI: 10.1016/j.asoc.2018.10.022 Scopus

2008 Review 526 citations

A systematic review of software fault prediction studies

Cagatay Catal, Banu Di̇ri̇

Expert Systems with Applications

Software Engineering Research Software Reliability and Analysis Resea…

View details DOI: 10.1016/j.eswa.2008.10.027 Scopus

2007 Journal Article 515 citations

Documentation of cultural heritage using digital photogrammetry and laser scanning

Naci̇ Yastikli

Journal of Cultural Heritage

3D Surveying and Cultural Heritage Remote Sensing and LiDAR Applications

View details DOI: 10.1016/j.culher.2007.06.003 Scopus

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2021 Journal Article OPEN ACCESS 344 citations

Coronavirus disease (COVID-19) cases analysis using machine-learning applications

Ameer Sardar Kwekha Rashid, Heamn Noori Abduljabbar, Bilal Alhayani

Applied Nanoscience

COVID-19 diagnosis using AI Artificial Intelligence in Healthcare

View details DOI: 10.1007/s13204-021-01868-7 Scopus

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2022 Review 322 citations

A comprehensive review on deep learning based remote sensing image super-resolution methods

Peijuan Wang, Bülent Bayram, Elif Sertel

Earth-Science Reviews

Advanced Image Processing Techniques Advanced Image Fusion Techniques

View details DOI: 10.1016/j.earscirev.2022.1041… Scopus

2011 Journal Article 272 citations

On coverage issues in directional sensor networks: A survey

M. Amaç Güvensan, A. Gökhan Yavuz

Ad Hoc Networks

Energy Efficient Wireless Sensor Networ… Indoor and Outdoor Localization Technol…

View details DOI: 10.1016/j.adhoc.2011.02.003 Scopus

2017 Journal Article OPEN ACCESS 258 citations

An Approach for Determining the Number of Clusters in a Model-Based Cluster Analysis

Serkan Akoğul, Murat Erişoğlu

Entropy

Bayesian Methods and Mixture Models Advanced Clustering Algorithms Research

View details DOI: 10.3390/e19090452 Scopus

2015 Journal Article OPEN ACCESS 239 citations

Leader–Follower Formation and Tracking Control of Mobile Robots Along Straight Paths

Antonio Lorı́a, Janset Daşdemir, Nohemi Alvarez Jarquin

IEEE Transactions on Control Systems Technology

Control and Dynamics of Mobile Robots Distributed Control Multi-Agent Systems

View details DOI: 10.1109/tcst.2015.2437328 Scopus

2023 Review OPEN ACCESS 233 citations

A comprehensive review on deep learning approaches for short-term load forecasting

Yavuz Eren, İbrahim Beklan Küçükdemiral

Renewable and Sustainable Energy Reviews

Energy Load and Power Forecasting Smart Grid Energy Management

View details DOI: 10.1016/j.rser.2023.114031 Scopus

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

2011 Journal Article 229 citations

Short–mid-term solar power prediction by using artificial neural networks

Ercan İzgi, Ahmet Öztopal, Bihter Yerli, Mustafa Kemal Kaymak + 1 more

Solar Energy

Solar Radiation and Photovoltaics Photovoltaic System Optimization Techni…

View details DOI: 10.1016/j.solener.2011.11.013 Scopus

2018 Journal Article 227 citations

Efficient cooperative image transmission in one-way multi-hop sensor network

Bilal Alhayani, Haci İlhan

International Journal of Electrical Engineering Education

Sparse and Compressive Sensing Techniqu… Advanced Data Compression Techniques

View details DOI: 10.1177/0020720918816009 Scopus

2015 Review 226 citations

A comprehensive review of multi criteria decision making approaches based on interval type-2 fuzzy sets

Erkan Çelik, Muhammet Gül, Nezir Aydın, Alev Taşkın Gümüş + 1 more

Knowledge-Based Systems

Multi-Criteria Decision Making Fuzzy Systems and Optimization

View details DOI: 10.1016/j.knosys.2015.06.004 Scopus

2007 Journal Article 226 citations

Investigation of wind characteristics and wind energy potential in Kirklareli, Turkey

Murat Gökçek, Ahmet Bayülken, Şükrü Bekdemir

Renewable Energy

Wind Energy Research and Development Solar Radiation and Photovoltaics

View details DOI: 10.1016/j.renene.2006.11.017 Scopus

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2021 Journal Article 217 citations

Tuning hyperparameters of machine learning algorithms and deep neural networks using metaheuristics: A bioinformatics study on biomedical and biological cases

Sajjad Nematzadeh, Farzad Kiani, Mahsa Torkamanian-Afshar, Nizamettin Aydın

Computational Biology and Chemistry

Machine Learning and Data Classification Artificial Intelligence in Healthcare

View details DOI: 10.1016/j.compbiolchem.2021.1… Scopus

2018 Article 215 citations

RecycleNet: Intelligent Waste Sorting Using Deep Neural Networks

Cenk Bircanoğlu, Meltem Atay, Fuat Beşer, Ozgun Genc + 1 more

Advanced Neural Network Applications Recycling and Waste Management Techniqu…

View details DOI: 10.1109/inista.2018.8466276 Scopus

2020 Journal Article OPEN ACCESS 213 citations

Face recognition: Past, present and future (a review)

Murat Taşkıran, Nihan Kahraman, Çiğdem Eroğlu Erdem

Digital Signal Processing

Face recognition and analysis Biometric Identification and Security

View details DOI: 10.1016/j.dsp.2020.102809 Scopus