ZONGULDAK BULENT ECEVIT UNIVERSITY
Digital Data Management System
Academic Competence
Contact information

seckin.karasu

03722911724

International Articles
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
A Novel Hybrid Model Using Demand Concentration Curves, Chaotic AFDB-SFS Algorithm and Bi-LSTM Networks for Heating Oil Price Prediction

KARASU SEÇKİN
Electronics Volume 14 issue 24 | 2025

SCI-Expanded
Apple Scab Classification Using 2D Shearlet Transform with Integrated Red Deer Optimization Technique in Convolutional Neural Network Models

KARASU SEÇKİN
Electronics Volume 14 | 2025

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,WOS.SSCI 13 DOI
The effects on classifier performance of 2D discrete wavelet transform analysis and whale optimization algorithm for recognition of power quality disturbances

Karasu, S , Saraç, Z
COGNITIVE SYSTEMS RESEARCH Volume 75 | 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

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

WOS.ESCI 1
Classification of Power Quality Disturbances with Hilbert-Huang Transform, Genetic Algorithm and Artificial Intelligence/Machine Learning Methods

Karasu, S , Saraç, Z
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI Volume 23 | 2020

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

WOS.SCI 45 DOI
Classification of power quality disturbances by 2D-Riesz Transform, multi-objective grey wolf optimizer and machine learning methods

Karasu, S , Saraç, Z
DIGITAL SIGNAL PROCESSING Volume 101 | 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.SCI 34 DOI
Investigation of power quality disturbances by using 2D discrete orthonormal S-transform, machine learning and multi-objective evolutionary algorithms

Karasu, S , Saraç, Z
SWARM AND EVOLUTIONARY COMPUTATION Volume 44 | 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

SCI-Expanded DOI
Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques

ALTAN AYTAÇ, KARASU SEÇKİN , BEKIROS STELIOS
Chaos, Solitons & Fractals Volume 126 | 2019

WOS.ESCI 4 DOI
Classification of Power Quality Disturbances with 2D Discrete Wavelet Transform and Bagged Decision Trees Method

Karasu, S , Saraç, Z
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI Volume 21 | 2018

WOS.ISTP 0
Classification of Power Quality Events Signals with Pattern Recognition Methods by using Hilbert Transform and Genetic Algorithms

Karasu, S , Saraç, Z
2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | 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
Classification of Power Quality Disturbances with S-Transform and Artificial Neural Networks Method

Karasu, S , Saraç, Z
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 5
Classification of Power Quality Disturbances by Using Ensemble Technique

Karasu, S , Baskan, S
2016 24TH SIGNAL PROCESSING AND COMMUNICATION APPLICATION CONFERENCE (SIU) | 2016