Yayınlar & Eserler

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Tümü (66) YÖKSİS (66) WOS (20) Scopus (2) TR Dizin (4) Diğer (4) Ulusal (1) Uluslararası (31)
01

Accurate Short-Horizon Multi-Target Prediction of PMSM Operational Parameters via Residual Dilated 1D Convolutional Neural Networks

ASLAN EMRAH, ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, UZEL HASAN (2026)

Computational Systems and Artificial Intelligence

Uluslararası Hakemli ROAD,OpenAlex, WorldCat, Google Scholar, The Lens, Dimensions, Ulrich’s Periodicals Directory, OpenAIRE, GALE Özgün Makale YÖKSİS https://dx.doi.org/10.69882/adba.csai.2026012
02

A hybrid machine learning approach for reliably predicting surface roughness in CNC turning operations

YURTKURAN HAKAN, DEMİRTAŞ GÜVEN, ALPSALAZ FEYYAZ, UZEL HASAN (2026)

Scientific Reports

Uluslararası Hakemli SCI-Expanded Q1 Özgün Makale YÖKSİS https://dx.doi.org/10.1038/s41598-026-42719-1
03

Optimized ANN–RF hybrid model with optuna for fault detection and classification in power transmission systems

UZEL HASAN, ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, ASLAN EMRAH (2026)

Scientific Reports

Uluslararası Hakemli SCI-Expanded Q1 Özgün Makale YÖKSİS https://dx.doi.org/10.1038/s41598-025-31008-y
04

Acoustic-based fault diagnosis of electric motors using Mel spectrograms and convolutional neural networks

ÖZÜPAK YILDIRIM, ASLAN EMRAH, UZEL HASAN, ALPSALAZ FEYYAZ, ZAİTSEV IEVGEN (2026)

Scientific Reports

Uluslararası Hakemli SCI-Expanded Q1 Özgün Makale YÖKSİS https://dx.doi.org/10.1038/s41598-025-33269-z
05

Explainable DL Based Classification for Power Quality Disturbances in Renewable‐Energy‐Integrated Distribution Networks

ALTUN BEKİR EMRE, ALPSALAZ FEYYAZ, UZEL HASAN, TÜRKAY YAVUZ (2026)

IET Renewable Power Generation

Uluslararası Hakemli SCI-Expanded Q2 Özgün Makale YÖKSİS https://dx.doi.org/10.1049/rpg2.70269
06

An interpretable multi-level stacking framework for photovoltaic power prediction and fault analysis

ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, ASLAN EMRAH, UZEL HASAN (2026)

Energy

Uluslararası Hakemli SCI-Expanded Q1 Özgün Makale YÖKSİS https://dx.doi.org/10.1016/j.energy.2026.141715
07

Non-Destructive Classification of Concrete Moisture Levels Using Piezoelectric Contact Microphones and Impact-Based Acoustic Signals with a Hybrid Stacking Framework: A Controlled Experimental and Theoretical Study

TÜRKAY YAVUZ, ALPSALAZ FEYYAZ, ZAİTSEV IEVGEN, KUCHANSKY VLADİSLAV (2026)

NDT

Uluslararası Hakemli Art Index (Art Research Database, EBSCO) Özgün Makale YÖKSİS https://dx.doi.org/10.3390/ndt4030019
08

A Machine Learning Approach to Performance–Emission Analysis in Dual-Fuel Internal Combustion Engines

DEMİRTAŞ GÜVEN, YURTKURAN HAKAN, ALPSALAZ FEYYAZ, UZEL HASAN (2026)

Emission Control Science and Technology

Uluslararası Hakemli ESCI Özgün Makale YÖKSİS https://dx.doi.org/10.1007/s40825-026-00303-z
09

A reproducible evaluation framework for benchmarking machine learning and hybrid ensemble models in power system anomaly detection

ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, ASLAN EMRAH, UZEL HASAN, ZAİTSEV IEVGEN, LEMESHKO ANDRİY (2026)

Scientific Reports

Uluslararası Hakemli SCI-Expanded Q1 Özgün Makale YÖKSİS https://dx.doi.org/10.1038/s41598-026-67295-2
10

Explainable machine learning framework for dynamic line rating forecasting with adversarial robustness evaluation

ALPSALAZ FEYYAZ, UZEL HASAN, ÖZÜPAK YILDIRIM, ASLAN EMRAH, BEREZNYCHENKO VİKTORİA (2026)

Scientific Reports

Uluslararası Hakemli SCI-Expanded Q1 Özgün Makale YÖKSİS https://dx.doi.org/10.1038/s41598-026-69917-1
11

Optimizing Electricity Demand Forecasting Using ARIMA, SARIMA, and GRU with Weather and Calendar Variables

ASLAN EMRAH, ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, UZEL HASAN (2026)

Artificial Intelligence and Applications

Uluslararası Hakemli Scopus Özgün Makale YÖKSİS https://dx.doi.org/10.47852/bonviewAIA62027129
12

Hybrid Machine Learning Approach for Enhanced Fault Detection and Power Estimation in Photovoltaic Systems

ALPSALAZ FEYYAZ, ÖZÜPAK YILDIRIM, ASLAN EMRAH, UZEL HASAN (2026)

IET Renewable Power Generation

Uluslararası Hakemli SCI-Expanded Q2 Özgün Makale YÖKSİS https://dx.doi.org/10.1049/rpg2.70153
13

High Accuracy Dissolved Oxygen Prediction in Water Quality Analysis with A‐XG‐Q Hybrid Model

ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, ASLAN EMRAH, UZEL HASAN (2026)

New Zealand Journal of Marine and Freshwater Research

Uluslararası Hakemli SCI-Expanded Q2 Özgün Makale YÖKSİS https://dx.doi.org/10.1002/nzm2.70032
14

Explainability-Aligned Reliability-Weighted Fuzzy Ensemble for Automated Cervical Cancer Classification

DEMİRTAŞ ALPSALAZ SÜHEYLA, ÖZÜPAK YILDIRIM, ASLAN EMRAH, ALPSALAZ FEYYAZ, UZEL HASAN, ZAİTSEV LEVGEN (2026)

International Journal of Intelligent Systems

Uluslararası Hakemli SCI-Expanded Q2 Özgün Makale YÖKSİS https://dx.doi.org/10.1155/int/2931556
15

Comparing Explainable Artificial Intelligence and Deep Learning Models for MRI-Based Brain Tumor Diagnosis

UZEL HASAN, ALPSALAZ FEYYAZ, ÖZÜPAK YILDIRIM, ASLAN EMRAH (2026)

Computers and Electronics in Medicine

Uluslararası Hakemli ROAD Özgün Makale YÖKSİS https://dx.doi.org/10.69882/adba.cem.2026075
16

Physics-guided attention neural network for interpretable and robust photovoltaic fault classification with strict external validation

ALPSALAZ FEYYAZ, ÖZÜPAK YILDIRIM, ASLAN EMRAH, UZEL HASAN, BEREZNYCHENKO VİKTORİİ (2026)

Discover Applied Sciences

Uluslararası Hakemli ESCI Özgün Makale YÖKSİS https://dx.doi.org/10.1007/s42452-026-09535-8
17

Air Quality Forecasting Using Machine Learning: Comparative Analysis and Ensemble Strategies for Enhanced Prediction

ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, ASLAN EMRAH (2025)

WATER AIR AND SOIL POLLUTION

Uluslararası Hakemli SCI-Expanded Q2 Özgün Makale YÖKSİS https://dx.doi.org/10.1007/s11270-025-08122-8
18

Supercapacitor and lithium-ion battery management in a series hybrid electric vehicle

ALPSALAZ FEYYAZ, TÜRKAY YAVUZ (2025)

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi

Ulusal Hakemli TR DİZİN Özgün Makale YÖKSİS https://dx.doi.org/10.21597/jist.1651197
19

Detection of imbalance faults in industrial machines by means of frequency-based feature extraction using machine learning and deep learning approaches

ALPSALAZ FEYYAZ (2025)

Çukurova Üniversitesi Mühendislik Fakültesi dergisi

Ulusal Hakemli TR DİZİN Özgün Makale YÖKSİS https://dx.doi.org/10.21605/cukurovaumfd.1660218
20

A Hybrid Machine Learning Approach for Predicting Power Transformer Failures Using Internet of Things-Based Monitoring and Explainable Artificial Intelligence

ASLAN EMRAH, ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, ELBARBARY ZAKARIA MOHAMED SALEM (2025)

IEEE Access

Uluslararası Hakemli SCI-Expanded Q2 Özgün Makale YÖKSİS https://dx.doi.org/10.1109/access.2025.3583773
21

Hybrid deep learning model for maize leaf disease classification with explainable AI

ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, ASLAN EMRAH, UZEL HASAN (2025)

New Zealand Journal of Crop and Horticultural Science

Uluslararası Hakemli SCI-Expanded Q3 Özgün Makale YÖKSİS https://dx.doi.org/10.1080/01140671.2025.2519570
22

Boiler efficiency and performance optimization in district heating and coolingsystems with machine learning models

ASLAN EMRAH, ALPSALAZ FEYYAZ, ÖZÜPAK YILDIRIM (2025)

Journal of the Chinese Institute of Engineers

Uluslararası Hakemli SCI-Expanded Q3 Özgün Makale YÖKSİS https://dx.doi.org/10.1080/02533839.2025.2514535
23

Deep Learning-Based Lung Cancer Diagnosis: Data Balancing, Model Optimisation and Performance Analysis

ALPSALAZ FEYYAZ (2025)

Gazi University Journal of Science Part A: Engineering and Innovation

Ulusal Hakemli TR DİZİN Özgün Makale YÖKSİS https://dx.doi.org/10.54287/gujsa.1648772
24

Classification of maize leaf diseases with deep learning: Performance evaluation of the proposed model and use of explicable artificial intelligence

ALPSALAZ FEYYAZ, ÖZÜPAK YILDIRIM, ASLAN EMRAH, UZEL HASAN (2025)

Chemometrics and Intelligent Laboratory Systems

Uluslararası Hakemli SCI-Expanded Q2 Özgün Makale YÖKSİS https://dx.doi.org/10.1016/j.chemolab.2025.105412
25

Fault Detection in Power Transmission Lines: Comparison of Chirp-Z Algorithm and Machine Learning Based Prediction Models

ALPSALAZ FEYYAZ (2025)

Eksploatacja i Niezawodność – Maintenance and Reliability

Uluslararası Hakemli SCI-Expanded Q1 Özgün Makale YÖKSİS https://dx.doi.org/10.17531/ein/203949
26

A COMPREHENSIVE BENCHMARK OF LINEAR AND ENSEMBLE MACHINE LEARNING MODELS FOR GLOBAL CO₂ EMISSION FORECASTING

UZEL HASAN, ALPSALAZ FEYYAZ, ASLAN EMRAH, ÖZÜPAK YILDIRIM (2025)

Middle East Journal of Science

Ulusal Hakemli TR DİZİN Özgün Makale YÖKSİS https://dx.doi.org/10.51477/mejs.1693320
27

Alzheimer’s Classification with a MaxViT-Based Deep Learning Model Using Magnetic Resonance Imaging

DEMİRTAŞ ALPSALAZ SÜHEYLA, ASLAN EMRAH, ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, UZEL HASAN (2025)

Journal of Applied Science and Technology Trends

Uluslararası Hakemli Scopus Özgün Makale YÖKSİS https://dx.doi.org/10.38094/jastt62453
28

Hybrid deep learning with attention fusion for enhanced colon cancer detection

DEMİRTAŞ ALPSALAZ SÜHEYLA, ASLAN EMRAH, ÖZÜPAK YILDIRIM, ALPSALAZ FEYYAZ, UZEL HASAN, BEREZNYCHENKO VİKTORİA (2025)

Scientific Reports

Uluslararası Hakemli SCI-Expanded Q1 Özgün Makale YÖKSİS https://dx.doi.org/10.1038/s41598-025-29447-8
29

Detection of Arc Faults in Transformer Windings via Transient Signal Analysis

ALPSALAZ FEYYAZ, MAMİŞ MEHMET SALİH (2024)

Applied Sciences

Uluslararası Hakemli SCI-Expanded Q1 Özgün Makale YÖKSİS https://dx.doi.org/10.3390/app14209335
30

Using Ansys 3D Electromagnetic Analysis for Investigation the Effect of Harmonics on Power Transformers

ALPSALAZ FEYYAZ, MAMİŞ MEHMET SALİH (2023)

Sivas cumhuriyet University Journal of Engineering Faculty

Ulusal Hakemli Directory of Open Access Scholarly Resources Özgün Makale YÖKSİS