ZONGULDAK BULENT ECEVIT UNIVERSITY
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International Articles
SCI-Expanded 0 DOI PM
Optimization-driven hybrid machine learning framework for brain tumor classification in MRI with metaheuristic feature selection

ÖZKAN YASİN, ÖZÇELİK YUSUF BAHRİ, ALTAN AYTAÇ
Diagnostics Volume 16 issue 5 | 2026

SCI-Expanded
In-depth analysis of the control unit for multiple voltage rails to drive a variety of ICs

YANARATEŞ CAĞFER, ALTAN AYTAÇ
Tehnicki vjesnik - Technical Gazette Volume 33 issue 1 | 2026

SCI-Expanded
A new approach based on metaheuristic optimization using chaotic functional connectivity matrices and fractal dimension analysis for AI-driven detection of orthodontic growth and development stage

ÇİÇEK ORHAN, ÖZÇELİK YUSUF BAHRİ, ALTAN AYTAÇ
Fractal and Fractional Volume 9 issue 3 | 2025

SCI-Expanded
Solving the dynamic stability challenge of automatic gain-controlled phase-locked loops: A robust alternative via enhanced SRF-PLL design and implementation

YANARATEŞ CAĞFER, ALTAN AYTAÇ
IEEE Access Volume 13 | 2025

SCI-Expanded
Evaluation of deep learning systems in detection of dental caries on panoramic radiography

BİLTEKİN HATİCE, GEDUK GEDİZ, ALTAN AYTAÇ , KARASU SEÇKİN
American Journal of Dentistry Volume 38 issue 4 | 2025

SCI-Expanded 16 DOI
A new approach based on metaheuristic optimization using chaotic functional connectivity matrices and fractal dimension analysis for AI-driven detection of orthodontic growth and development stage

ÇİÇEK ORHAN , ÖZÇELİK YUSUF BAHRİ, ALTAN AYTAÇ
Fractal and Fractional Volume 9 issue 3 | 2025

WOS.SCI 29 DOI PM
A robust chaos-inspired artificial intelligence model for dealing with nonlinear dynamics in wind speed forecasting

Baris, C , Yanarates, C , Altan, A
PEERJ COMPUTER SCIENCE Volume 10 | 2024

SCI-Expanded 36 DOI
Artificial intelligence-based evaluation of the factors affecting the sales of an iron and steel company

PEKKAYA MEHMET , Uysal Zafer, ALTAN AYTAÇ, KARASU SEÇKİN
Turkish Journal of Electrical Engineering and Computer Sciences Volume 32 issue 1 | 2024

WOS.SCI 0 DOI
Enhanced Hysteresis Droop Control for Equivalent Load Sharing in Parallel PWM DC-DC Converters: Optimized Slew Rate by Resonant Filtering

Yanarates, C , Altan, A
IEEE ACCESS Volume 12 | 2024

SCI-Expanded
Investigating the impact of discretization techniques on real-time digital control of DC-DC boost converters: A comprehensive analysis

YANARATEŞ CAĞFER, ZHOU ZHONGFU, ALTAN AYTAÇ
Heliyon Volume 10 | 2024

WOS.SCI 40 DOI PM
Performance analysis of digitally controlled nonlinear systems considering time delay issues

Yanarates, C , Okur, S , Altan, A
HELIYON Volume 9 | 2023

SCI-Expanded 197 DOI
Overcoming nonlinear dynamics in diabetic retinopathy classification: A robust AI-based model with chaotic swarm intelligence optimization and recurrent long short-term memory

ÖZÇELİK YUSUF BAHRİ, ALTAN AYTAÇ
Fractal and Fractional Volume 7 issue 8 | 2023

WOS.SCI 223 DOI PM
Artificial Intelligence-Based Robust Hybrid Algorithm Design and Implementation for Real-Time Detection of Plant Diseases in Agricultural Environments

Yag, I , Altan, A
BIOLOGY-BASEL Volume 11 | 2022

WOS.SCI 29 DOI
Level Control of Blast Furnace Gas Cleaning Tank System with Fuzzy Based Gain Regulation for Model Reference Adaptive Controller

Aslan, Ö , Altan, A , Hacioglu, R
PROCESSES Volume 10 | 2022

SCI-Expanded 104 DOI
Metaheuristic Optimization-Based Path Planning and Tracking of Quadcopter for Payload Hold-Release Mission

BELGE EGEMEN, ALTAN AYTAÇ, HACIOĞLU RIFAT
ELECTRONICS Volume 11 issue 8 | 2022

SCI-Expanded 205 DOI
Crude oil time series prediction model based on LSTM network with chaotic Henry gas solubility optimization

KARASU SEÇKİN , ALTAN AYTAÇ
Energy Volume 242 | 2022

None

NEGİZ NİLÜFER, TAPDIK TERZİOĞLU SEDA , EFE SEDA, CANSEVER NİRAN
None | 2024

SCI-Expanded
Level control of blast furnace gas cleaning tank system with fuzzy based gain regulation for model reference adaptive controller

ASLAN ÖZGÜR, ALTAN AYTAÇ , HACIOĞLU RIFAT
Processes Volume 10 issue 12 | 2022

WOS.SCI 149 DOI
Detection of solder paste defects with an optimization-based deep learning model using image processing techniques

Sezer, A , Altan, A
SOLDERING & SURFACE MOUNT TECHNOLOGY Volume 33 | 2021

SCI-Expanded 503 DOI
A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

ALTAN AYTAÇ , KARASU SEÇKİN, ZIO ENRICO
Applied Soft Computing Volume 100 issue 106996 | 2021

SCI-Expanded 409 DOI
A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series

KARASU SEÇKİN , ALTAN AYTAÇ, Bekiros Stelios, Ahmed Wasim
Energy Volume 212 issue 118750 | 2020

SCI-Expanded 288 DOI PM
Recognition of COVID-19 disease from X-ray images by hybrid model consisting of 2D curvelet transform, chaotic salp swarm algorithm and deep learning technique

ALTAN AYTAÇ, KARASU SEÇKİN
Chaos, Solitons & Fractals Volume 140 issue 110071 | 2020

SCI-Expanded 482 DOI
Model predictive control of three-axis gimbal system mounted on UAV for real-time target tracking under external disturbances

ALTAN AYTAÇ, HACIOĞLU RIFAT
Mechanical Systems and Signal Processing Volume 138 issue 106548 | 2020

WOS.SCI,WOS.SSCI 307 DOI
Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques

Altan, A , Karasu, S , Bekiros, S
CHAOS SOLITONS & FRACTALS Volume 126 | 2019

WOS.ISTP 132
Recognition Mode or Solar Radiation Time Series based on Random Forest with Feature Selection Approach

Karasu, S , Altan, A
2019 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO 2019) | 2019

Endekste taranmıyor
The effect of kernel values in support vector machine to forecasting performance of financial time series and cognitive decision making

ALTAN AYTAÇ, KARASU SEÇKİN
The Journal of Cognitive Systems Volume 4 issue 1 | 2019

Endekste taranmıyor
The effect of kernel values in support vector machine to forecasting performance of financial time series and cognitive decision making

ALTAN AYTAÇ , KARASU SEÇKİN
The Journal of Cognitive Systems Volume 4 issue 1 | 2019

SCI-Expanded DOI
None

Altan Aytac, Karasu Seckin, Bekiros Stelios
CHAOS SOLITONS & FRACTALS issue 126 | 2019

TR DİZİN 2 DOI
The algorithm development and implementation for 3D printers based on adaptive PID controller

ALTAN AYTAÇ, HACIOĞLU RIFAT
Politeknik Dergisi Volume 21 issue 3 | 2018

WOS.ISTP 0
Prediction of Bitcoin Prices with Machine Learning Methods using Time Series Data

Karasu, S , Altan, A , Saraç, Z , Hacioglu, R
2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2018

WOS.ISTP 0
Hammerstein Model Performance of Three Axes Gimbal System on Unmanned Aerial Vehicle (UAV) for Route Tracking

Altan, A , Hacioglu, R
2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2018

WOS.ISTP 1
Determination of Fruit Health Status and Yield with Unmanned Aerial Vehicle

Kulu, N , Baskaya, M , Keles, A , Altan, A , Hacioglu, R
2018 2ND INTERNATIONAL SYMPOSIUM ON MULTIDISCIPLINARY STUDIES AND INNOVATIVE TECHNOLOGIES (ISMSIT) | 2018

WOS.ISTP 0
Model Reference Adaptive Control of Load Transporting System on Unmanned Aerial Vehicle

Altan, A , Aslan, Ö , Hacioglu, R
2018 6TH INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING & INFORMATION TECHNOLOGY (CEIT) | 2018

WOS.ISTP 0
Modeling of Three-Axis Gimbal System on Unmanned Air Vehicle (UAV) under External Disturbances

Altan, A , Hacioglu, R
2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2017

WOS.ISTP 24
Prediction of Wind Speed with Non-Linear Autoregressive (NAR) Neural Networks

Karasu, S , Altan, A , Saraç, Z , Hacioglu, R
2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2017

Endekste taranmıyor
Prediction of solar radiation based on machine learning methods

KARASU SEÇKİN, ALTAN AYTAÇ, SARAÇ ZEHRA, HACIOĞLU RIFAT
The Journal of Cognitive Systems Volume 2 issue 1 | 2017

Endekste taranmıyor
Estimation of fast varied wind speed based on NARX neural network by using curve fitting

KARASU SEÇKİN, ALTAN AYTAÇ, SARAÇ ZEHRA, HACIOĞLU RIFAT
International Journal of Energy Applications and Technologies Volume 4 issue 3 | 2017

Endekste taranmıyor
Prediction of solar radiation based on machine learning methods

KARASU SEÇKİN, ALTAN AYTAÇ , SARAÇ ZEHRA, HACIOĞLU RIFAT
The Journal of Cognitive Systems Volume 2 issue 1 | 2017

Endekste taranmıyor
Estimation of fast varied wind speed based on NARX neural network by using curve fitting

KARASU SEÇKİN, ALTAN AYTAÇ , SARAÇ ZEHRA, HACIOĞLU RIFAT
International Journal of Energy Applications and Technologies Volume 4 issue 3 | 2017

WOS.ISTP 6
Simultaneous Localization and Mapping of Mines with Unmanned Aerial Vehicle

Altan, A , Bayraktar, K , Hacioglu, R
2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU) | 2016

WOS.ISTP 11
The Controller of the Camera Used in Target Tracking for Unmanned Vehicle with Model Predictive Controller

Altan, A , Hacioglu, R
2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 2014