Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Hepatitis C virus data analysis and prediction using machine

YAĞANOĞLU M.
DATA & KNOWLEDGE ENGINEERING, vol.142, 2022 (SCI-Expanded) identifier identifier

The relationship between snoring sounds and EEG signals on polysomnography

KAYABEKİR M., YAĞANOĞLU M.
SLEEP AND BREATHING, vol.26, no.3, pp.1219-1226, 2022 (SCI-Expanded) identifier identifier identifier

Detection of COVID-19 using deep learning techniques and classification methods

Oguz C., YAĞANOĞLU M.
INFORMATION PROCESSING & MANAGEMENT, vol.59, no.5, 2022 (SCI-Expanded) identifier identifier identifier

SNOROSALAB: A Method Facilitating the Diagnosis of Sleep Breathing Disorders Before Polysomnography

KAYABEKİR M., YAĞANOĞLU M., KÖSE C.
IRBM, vol.43, no.4, pp.259-271, 2022 (SCI-Expanded) Sustainable Development identifier

The effect of population and tourism factors on Covid-19 cases in Italy: Visual data analysis and forecasting approach

Uguz S., Yağanoğlu M., Özyer B., Tümüklü Özyer G., Tokdemir G.
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, vol.34, no.6, 2022 (SCI-Expanded) Sustainable Development identifier identifier

Spindilometer: A Novel Diagnostic Approach to Assist Physicians in Determining Sleep Spindle Number and Density in Polysomnography

KAYABEKİR M., YAĞANOĞLU M.
ACTA PHYSIOLOGICA, vol.234, pp.83, 2022 (SCI-Expanded) identifier

Real time wearable speech recognition system for deaf persons

YAĞANOĞLU M.
Computers and Electrical Engineering, vol.91, 2021 (SCI-Expanded) Sustainable Development identifier identifier

A Novel Approach that Makes Diagnosing Sleep Breathing Disorders Easier by Analyzing in a Computer Environment the Physiological Features of Sound Tapes Recorded from Snorers. A New Product Diagnosing Sleep Breathing Disorder at Home

KAYABEKİR M., YAĞANOĞLU M., KÖSE C.
ACTA PHYSIOLOGICA, vol.227, pp.100, 2019 (SCI-Expanded) identifier

Real-Time Detection of Important Sounds with a Wearable Vibration Based Device for Hearing-Impaired People

YAĞANOĞLU M., KÖSE C.
ELECTRONICS, vol.7, no.4, 2018 (SCI-Expanded) Sustainable Development identifier identifier

Wearable Vibration Based Computer Interaction and Communication System for Deaf

YAĞANOĞLU M., Köse C.
APPLIED SCIENCES-BASEL, vol.7, no.12, 2017 (SCI-Expanded) identifier identifier

SNORAP: A device for the correction of impaired sleep health by using tactile stimulation for individuals with mild and moderate sleep disordered breathing

Yağanoğlu M., Kayabekir M., Köse C.
Sensors (Switzerland), vol.17, no.9, 2017 (SCI-Expanded) Sustainable Development identifier identifier identifier

Articles Published in Other Journals

Classification of Epileptic Seizure Dataset Using Different Machine Learning Algorithms and PCA Feature Reduction Technique

Nahzat S., YAĞANOĞLU M.
Journal of Investigations on Engineering and Technology, vol.4, no.2, pp.47-59, 2021 (Peer-Reviewed Journal)

Derin Evrişimli Sinir Ağları Kullanarak Akciğer X-Ray Görüntülerinden COVID-19 Tespiti

BOZKURT F., YAĞANOĞLU M.
Veri Bilimi, vol.4, no.2, pp.1-8, 2021 (Peer-Reviewed Journal) Sustainable Development

Diabetes Prediction Using Machine Learning Classification Algorithms

Nahzat S., Yağanoğlu M.
European Journal of Science and Technology, no.24, pp.53-59, 2021 (Peer-Reviewed Journal) Sustainable Development

Determination of Covid-19 Possible Cases by Using Deep Learning Techniques

Oğuz Ç., YAĞANOĞLU M.
Sakarya University Journal of Science, vol.25, no.1, pp.1-11, 2021 (Peer-Reviewed Journal) Sustainable Development

Separation of Incoming E-Mails Through Artificial Intelligence Techniques

YAĞANOĞLU M., IRMAK E.
European Journal of Science and Technology, no.21, pp.690-696, 2021 (Peer-Reviewed Journal)

Ağır Akut Solunum Yolu Yetersizliği Sendromu Koronavirüsü 2 (SARS-CoV-2) Dünya Çapındaki Analizi ve Gelecekteki Durumu

TAŞ M. B. H., YAĞANOĞLU M.
European Journal of Science and Technology, no.20, pp.248-253, 2020 (Peer-Reviewed Journal) Sustainable Development

Veri Bilimi Uygulamalarının Hastalık Teşhisinde Kullanılması: Kalp Krizi Örneği

Göktaş M. E., Yağanoğlu M.
Journal of Information Systems and Management Research, vol.2, no.2, pp.26-32, 2020 (Peer-Reviewed Journal) Sustainable Development

COVID-19 RISK ASSESSMENT IN PUBLIC TRANSPORT USING AMBIENT SENSOR DATA AND WIRELESS COMMUNICATIONS

ŞENTÜRK İ. F., ADAR N. G., PANIC S., STEFANOVIC C., YAĞANOĞLU M., PRILINEVIC B.
The University Thought: Publication in Natural Sciences, 2020 (Peer-Reviewed Journal) Sustainable Development

Real-Time Home Security Using Raspberry Pi

YAĞANOĞLU M.
International Journal of Management Information Technology and Engineering, vol.6, pp.1-12, 2018 (Peer-Reviewed Journal)

Real-time Parental Voice Recognition System For Persons Having Impaired Hearing

YAĞANOĞLU M., KÖSE C.
Bilge International Journal of Science and Technology Research, vol.2, pp.40-46, 2018 (Peer-Reviewed Journal)

Real-Timely Decrease of Snoring in Patients with Severe Degree of Obstructive Sleep Apnea Syndrome Using SNORAP

YAĞANOĞLU M., KAYABEKİR M., KÖSE C.
Bilge International Journal of Science and Technology Research, vol.1, no.1, 2017 (Peer-Reviewed Journal)

Effective Gaussian Blurring Process on Graphics Processing Unit with CUDA

BOZKURT F., YAĞANOĞLU M., GÜNAY F. B.
International Journal Of Machine Learning And Computing, vol.5, pp.57-61, 2015 (Peer-Reviewed Journal)

EEG TABANLI BEYİN BİLGİSAYAR ARAYÜZÜ SİSTEMLERİNDE ÖZNİTELİK ÇIKARMA YÖNTEMLERİ

YAĞANOĞLU M., BOZKURT F., GÜNAY F. B.
Süleyman Demirel Üniversitesi Mühendislik Bilimleri ve Tasarım Dergisi, vol.2, no.3, pp.313-318, 2014 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Öğrenenlerin Kendi Videolarını Çekmelerinin Başarılarına Etkisi

ARPACIK Ö., DEMİREL T., YAĞANOĞLU M.
5th International Open & Distance Learning Conference- IODL, Eskişehir, Turkey, 28 September 2022

Turkish-English Machine Translation Using Natural Language Processing And Deep Learning

Yağanoğlu M., Bozkurt F.
THE INTERNATIONAL SYMPOSIUM OF DISASTER & EMERGENCY–INFORMATION & INTERVENTION (SODEII 2022), Erzurum, Turkey, 25 January 2022, pp.125

Öksürük Ses Kayıtlarını Kullanarak Covid-19 Tahmini

Keleş N., Yağanoğlu M.
International Congress on Scientific Advances, Balıkesir, Turkey, 22 - 25 December 2021, pp.1050-1051 Sustainable Development

COVID-19 (Koronavirüs) Verilerin Analizi ve Veri Görselleştirilmesi

Nahzat S., YAĞANOĞLU M.
Uluslararası Çevirimiçi Mühendislik ve Doğa Bilimleri Konferans, Turkey, 05 July 2021 Sustainable Development

COVID-19 Detection from Chest X-Ray Images Using Dense Convolutional Network

Bozkurt F., Yağanoğlu M.
International Syposium on Applied Sciences and Engineering (ISASE2021), Erzurum, Turkey, 07 April 2021 Sustainable Development

Diabetes Prediction Using Machine Learning Classification Algorithms

Nahzat S., Yağanoğlu M.
ARACONF 2021 - 2nd International Conference On Access To Recent Advances In Engineering And Digitalization, Kayseri, Turkey, 10 - 12 March 2021, pp.151 Sustainable Development

An Example of Performance Comparison of Supervised Machine Learning Algorithms Before and After PCA and LDA Application: Breast Cancer Detection

Kaya S., YAĞANOĞLU M.
ASYU 2020, 15 October 2020 Sustainable Development identifier

A Novel Approach that Makes Diagnosing Sleep Breathing Disorders Easier by Analyzing in a Computer Environment the Physiological Features of Sound Tapes Recorded from Snorers. A New Product Diagnosing Sleep Breathing Disorder at Home

Kayabekir M., Yağanoğlu M., Köse C.
Turkish Society of Physiological Sciences 45th National Physiology Congress, Aydın, Turkey, 31 October 2019

Hava Kalitesi Tahmininde Derin Öğrenme Uygulamaları Hakkında Bir İnceleme

YÜCEL ALTAY Ş., BOZKURT F., YAĞANOĞLU M.
Mas 5. Uluslararası Matematik-Mühendislik-Fen ve Sağlık Bilimleri Kongresi, Erzurum, Turkey, 2 - 05 May 2019, pp.958

Real-Timely Decrease of Snoring in Patients with Severe Degree of Obstructive Sleep Apnea Syndrome Through Using SNORAP

Yağanoğlu M., Kayabekir M., Köse C.
ISMSIT, 1st International Symposium on Multidisciplinary Studies and Innovative Technologies, 2017, TOKAT, TURKIYE, Tokat, Turkey, 2 - 05 November 2017

Real-time Parental Voice Recognition System For Persons Having Impaired Hearing

YAĞANOĞLU M., KÖSE C.
ISMSIT2017, 2 - 05 November 2017

EEG Tabanlı Beyin Bilgisayar Arayüzü Sistemlerinde Öznitelik Çıkarma Yöntemleri

YAĞANOĞLU M., BOZKURT F., GÜNAY F. B.
7. Uluslararası Katılımlı Ulusal Biyomekanik Kongresi, Isparta, Turkey, 16 - 18 October 2014

Yapay Sinir Ağları ile Ankara İlinde Hava Kalitesi Sağlık İndeksi Tahmini

BOZKURT F., YÜCEL ALTAY Ş., YAĞANOĞLU M.
2.Ulusal Yönetim Bilişim Sistemleri Kongresi, Erzurum, Turkey, 8 - 10 October 2015, vol.1, pp.321-331

Effective Gaussian Blurring Process on Graphics Processing Unit with CUDA

BOZKURT F., YAĞANOĞLU M., GÜNAY F. B.
5th International Conference on Computer and Computational Intelligence (ICCCI 2014), Paris, France, 06 December 2017 - 07 December 2014

Sağlık Sektöründe Radyo Frekanslı Tanımlama(RFID): Mekânsal-Zamansal Veri Madenciliği Veri Tiplerine Bir Yaklaşım

YAĞANOĞLU M., HAŞILOĞLU A., BOZKURT F., ERDOĞAN F.
16.Biyomedikal Mühendisliği, Tıp Teknolojileri Ulusal Kongresi, Turkey, 13 - 16 October 2011

Sağlık Hizmetlerinde Mekânsal-Zamansal Veri Madenciliği Üzerine Algoritma Yaklaşımı

YAĞANOĞLU M., HAŞILOĞLU A., BOZKURT F., ERDOĞAN F.
16.Biyomedikal Mühendisliği, Tıp Teknolojileri Ulusal Kongresi, Turkey, 13 - 16 October 2011

Sağlık Sektöründe Radyo Frekanslı Tanımlama (RFID): Mekansal-Zamansal Veri Madenciliği Veri Tiplerine Bir Yaklaşım

YAĞANOĞLU M., HAŞILOĞLU A., BOZKURT F., ERDOĞAN F.
Tıp Teknolojileri Ulusal Toplantısı (TIPTEKNO 2011) Kongre Kitabı, Antalya, Turkey, 13 - 16 October 2011

Sağlık Hizmetlerinde Mekansal-Zamansal Veri Madenciliği Üzerine Algoritma Yaklaşımı

BOZKURT F., HAŞILOĞLU A., YAĞANOĞLU M., ERDOĞAN F.
Tıp Teknolojileri Ulusal Toplantısı (TIPTEKNO 2011), Antalya, Turkey, 13 - 16 October 2011

Books & Book Chapters

Dijital Dönüşüm Teknolojileri ve İlgili Araştırmalar

YAĞANOĞLU M., BOZKURT F., GÜNAY F. B.
in: Yükseköğretimde Dijital Dönüşüm, KARAMAN SELÇUK, Editor, Pegem Akademi Yayıncılık, Ankara, pp.112-127, 2020

Nesneye Yönelik Programlamaya Giriş

YAĞANOĞLU M.
in: Programlama Temelleri, , Editor, Atatürk Üniversitesi Açık Öğretim Fakültesi, 2018

Wearable Vibration Based Computer Interaction and Communication System for Deaf

YAĞANOĞLU M., KÖSE C.
in: Sound and Music Computing, Tapio Lokki, Stefania Serafin, Meinard Müller and Vesa Välimäki, Editor, MDPI Books, 2018