Doç. Dr. ALİ NARİN

ELEKTRİK-ELEKTRONİK MÜHENDİSLİĞİ BÖLÜMÜ | Elektronik

Academic Competence

Contact information

alinarin

03722912554

International Articles

SCI-Expanded

Accurate and Low-Cost Cardiac Disorder Detection from Wearable Phonocardiogram Signals Using Hybrid Feature Selection and Machine Learning

NARİN ALİ , UZUN ARSLAN RUKİYE, KIRKIL DAMLA
Biosensors Volume 16 | 2026

SCI-Expanded

Kestirimci bakımda makine öğrenimi uygulamaları: Veri dengeleme ve öznitelik seçimi analizi

NARİN ALİ , BEKTAŞOĞLU NURİYE, İLERİ UĞUR
Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi Volume 41 | 2026

ESCI

Classification of Neurodegenerative Diseases Using Machine Learning: An Approach Focused on Alzheimers and Frontotemporal Dementia

BASANÇELEBİ MERT, NARİN ALİ , ŞENYER YAPICI İREM
GAZI UNIVERSITY JOURNAL OF SCIENCE Volume 39 | 2026

SCI-Expanded

Accurate and Low-Cost Cardiac Disorder Detection from Wearable Phonocardiogram Signals Using Hybrid Feature Selection and Machine Learning

NARİN ALİ, UZUN ARSLAN RUKİYE , Kırkıl Damla
Biosensors Volume 16 | 2026

ESCI

Classification of Neurodegenerative Diseases Using Machine Learning: An Approach Focused on Alzheimer's and Frontotemporal Dementia

BASANÇELEBİ MERT , NARİN ALİ, ŞENYER YAPICI İREM
Gazi University Journal of Science Volume 39 issue 2 | 2026

SCI-Expanded 0 DOI PM

Nonlinear Feature-Based MI Detection Supported by DWT and EMD on ECG: A High-Performance Decision Support Approach

NARİN ALİ , KESER MERVE
Biosensors Volume 16 | 2026

SCI-Expanded

Time-Frequency-Based Separation of Earthquake and Noise Signals on Real Seismic Data: EMD, DWT and Ensemble Classifier Approaches

ERDOĞAN YUNUS EMRE, NARİN ALİ
Sensors Volume 25 | 2025

WOS.SCI 4 DOI

Adulteration detection of cow milk in buffalo milk using Fourier-transform infrared spectroscopy and artificial intelligence-based techniques

Colak, S , Uzunsoy, I , Narin, A , Duran, U
JOURNAL OF FOOD COMPOSITION AND ANALYSIS Volume 140 | 2025

WOS.SCI 2 DOI

An Efficient Approach for Automatic Fault Classification Based on Data Balance and One-Dimensional Deep Learning

Ileri, U , Altun, Y , Narin, A
APPLIED SCIENCES-BASEL Volume 14 | 2024

WOS.SCI 50 DOI

Detection of Focal and Non-focal Epileptic Seizure Using Continuous Wavelet Transform-Based Scalogram Images and Pre-trained Deep Neural Networks

Narin, A
IRBM Volume 43 | 2022

Scopus, Index Copernicus, Google Scholar, DRJI, CiteFactor, DOAJ, International Institute of Organized Research (I2OR), SJIF, ICI Journals Master List database for 2019, Scientific Indexing Services

Elektrokardiyografi Yardımıyla Hipertansiyonun Otomatik Belirlenmesinde Ampirik Kip Ayrışımının Gürültülü ve Gürültüsüz Sinyaller Üzerindeki Performansının Karşılaştırılması

Erdoğan Yunus Emre, NARİN ALİ
El-Cezeri: Journal of Science and Engineering Volume 9 issue 2 | 2022

WOS.SCI 13 DOI PM

Deep neural networks for COVID-19 detection and diagnosis using images and acoustic-based techniques: a recent review

Hariri, W , Narin, A
SOFT COMPUTING Volume 25 | 2021

WOS.SCI 27 DOI PM

Accurate detection of COVID-19 using deep features based on X-Ray images and feature selection methods

Narin, A
COMPUTERS IN BIOLOGY AND MEDICINE Volume 137 | 2021

WOS.SCI 32 DOI PM

COVID-19 detection with traditional and deep features on cough acoustic signals

Erdogan, YE , Narin, A
COMPUTERS IN BIOLOGY AND MEDICINE Volume 136 | 2021

SCI-Expanded 818 DOI PM

Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks

NARİN ALİ , KAYA CEREN, PAMUK ZİYNET
Pattern Analysis and Applications Volume 24 issue 3 | 2021

WOS.SCI 9 DOI

Detection of new coronavirus disease from chest x-ray images using pre-trained convolutional neural networks

Narin, A , Isler, Y
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY Volume 36 | 2021

WOS.ISTP 2 DOI

Performance of Emprical Mode Decomposition in Automated Detection of Hypertension Using Electrocardiography

Erdogan, YE , Narin, A
29TH IEEE CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS (SIU 2021) | 2021

SCI-Expanded DOI

Yeni Corona virüs hastalığının önceden eğitilmiş evrişimli sinir ağları kullanılarak göğüs röntgen görüntülerinden tespiti

NARİN ALİ , İŞLER YALÇIN
Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi Volume 36 issue 4 | 2021

WOS.ISTP 16

Detection of Covid-19 Patients with Convolutional Neural Network Based Features on Multi-class X-ray Chest Images

Narin, A
2020 MEDICAL TECHNOLOGIES CONGRESS (TIPTEKNO) | 2020

International Scientific Indexing (ISI), ResearchBib: Academic Resource Index, ISSN Portal: International Standard Serial Number (ISSN), Scientific Journal Impact Factor, Index Copernicus, Academic Journal Index

Effect of Different Batch Size Parameters on Predicting of COVID19 Cases

NARİN ALİ , PAMUK ZİYNET
Akıllı Sistemler ve Uygulamaları Dergisi (Journal Of Intelligent Systems with Applications) Volume 3 issue 2 | 2020

WOS.SCI 65 DOI

Multi-stage classification of congestive heart failure based on short-term heart rate variability

Isler, Y , Narin, A , Özer, M , Perc, M
CHAOS SOLITONS & FRACTALS Volume 118 | 2019

Early Prediction of Paroxysmal Atrial Fibrillation using Wavelet Transform Methods

NARİN ALİ , İŞLER YALÇIN, ÖZER MAHMUT
Journal of Intelligent Systems with Applications Volume 2 issue 2 | 2019

WOS.SCI 57 DOI

Early prediction of paroxysmal atrial fibrillation based on short-term heart rate variability

Narin, A , Isler, Y , Özer, M , Perc, M
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS Volume 509 | 2018

WOS.ISTP 0

Effect of Feature Selection by Genetic Algorithm on Early Prediction Performance of PAF Attack

Narin, A , Isler, Y , Özer, M
2018 INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS CONFERENCE (ASYU) | 2018

WOS.ISTP 3

Effect of Linear and Non-Linear Measurements of Heart Rate Variability in Prediction of PAF Attack

Narin, A , Özer, M , Isler, Y
2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2017

WOS.SCI 36 DOI

Comparison of the Effects of Cross-validation Methods on Determining Performances of Classifiers Used in Diagnosing Congestive Heart Failure

Isler, Y , Narin, A , Özer, M
MEASUREMENT SCIENCE REVIEW Volume 15 | 2015

WOS.ISTP 3

Early Prediction of Paroxysmal Atrial Fibrillation using Frequency Domain Measures of Heart Rate Variability

Narin, A , Isler, Y , Özer, M
2016 MEDICAL TECHNOLOGIES NATIONAL CONFERENCE (TIPTEKNO) | 2015

WOS.SCI 64 DOI PM

Investigating the performance improvement of HRV Indices in CHF using feature selection methods based on backward elimination and statistical significance

Narin, A , Isler, Y , Özer, M
COMPUTERS IN BIOLOGY AND MEDICINE Volume 45 | 2014

WOS.ISTP 0

Comparision of Classifier Performances in Diagnosing Congestive Heart Failure Using Heart Rate Variability

Narin, A , Özer, M , Isler, Y
2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2013

BASE, Research Bib, Google Scholar

WEKA Yazılımında k Ortalama Algoritması Kullanılarak Konjestif Kalp Yetmezliği Hastalarının Teşhisi Diagnosis of the Patients with Congestive Heart Failure using k Means Algorithm in WEKA Software

İŞLER YALÇIN, NARİN ALİ
SDÜ Teknik Bilimler Dergisi Volume 2 issue 4 | 2012

Doç. Dr. ALİ NARİN

Accurate and Low-Cost Cardiac Disorder Detection from Wearable Phonocardiogram Signals Using Hybrid Feature Selection and Machine Learning

Kestirimci bakımda makine öğrenimi uygulamaları: Veri dengeleme ve öznitelik seçimi analizi

Classification of Neurodegenerative Diseases Using Machine Learning: An Approach Focused on Alzheimers and Frontotemporal Dementia

Accurate and Low-Cost Cardiac Disorder Detection from Wearable Phonocardiogram Signals Using Hybrid Feature Selection and Machine Learning

Classification of Neurodegenerative Diseases Using Machine Learning: An Approach Focused on Alzheimer's and Frontotemporal Dementia

Nonlinear Feature-Based MI Detection Supported by DWT and EMD on ECG: A High-Performance Decision Support Approach

Time-Frequency-Based Separation of Earthquake and Noise Signals on Real Seismic Data: EMD, DWT and Ensemble Classifier Approaches

Adulteration detection of cow milk in buffalo milk using Fourier-transform infrared spectroscopy and artificial intelligence-based techniques

An Efficient Approach for Automatic Fault Classification Based on Data Balance and One-Dimensional Deep Learning

Detection of Focal and Non-focal Epileptic Seizure Using Continuous Wavelet Transform-Based Scalogram Images and Pre-trained Deep Neural Networks

Elektrokardiyografi Yardımıyla Hipertansiyonun Otomatik Belirlenmesinde Ampirik Kip Ayrışımının Gürültülü ve Gürültüsüz Sinyaller Üzerindeki Performansının Karşılaştırılması

Deep neural networks for COVID-19 detection and diagnosis using images and acoustic-based techniques: a recent review

Accurate detection of COVID-19 using deep features based on X-Ray images and feature selection methods

COVID-19 detection with traditional and deep features on cough acoustic signals

Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks

Detection of new coronavirus disease from chest x-ray images using pre-trained convolutional neural networks

Performance of Emprical Mode Decomposition in Automated Detection of Hypertension Using Electrocardiography

Yeni Corona virüs hastalığının önceden eğitilmiş evrişimli sinir ağları kullanılarak göğüs röntgen görüntülerinden tespiti

Detection of Covid-19 Patients with Convolutional Neural Network Based Features on Multi-class X-ray Chest Images

Effect of Different Batch Size Parameters on Predicting of COVID19 Cases

Multi-stage classification of congestive heart failure based on short-term heart rate variability

Early Prediction of Paroxysmal Atrial Fibrillation using Wavelet Transform Methods

Early prediction of paroxysmal atrial fibrillation based on short-term heart rate variability

Effect of Feature Selection by Genetic Algorithm on Early Prediction Performance of PAF Attack

Effect of Linear and Non-Linear Measurements of Heart Rate Variability in Prediction of PAF Attack

Comparison of the Effects of Cross-validation Methods on Determining Performances of Classifiers Used in Diagnosing Congestive Heart Failure

Early Prediction of Paroxysmal Atrial Fibrillation using Frequency Domain Measures of Heart Rate Variability

Investigating the performance improvement of HRV Indices in CHF using feature selection methods based on backward elimination and statistical significance

Comparision of Classifier Performances in Diagnosing Congestive Heart Failure Using Heart Rate Variability

WEKA Yazılımında k Ortalama Algoritması Kullanılarak Konjestif Kalp Yetmezliği Hastalarının Teşhisi Diagnosis of the Patients with Congestive Heart Failure using k Means Algorithm in WEKA Software

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