Dr. Samet Memiş
Assoc. Prof. of Computer Science & Engineering

Dr. Samet Memiş

Bandırma Onyedi Eylül University, Balıkesir, Türkiye
Fuzzy Sets & Logic Soft Sets & Matrices Soft Decision Making Machine Learning & AI Image Processing Quantum Computing Risk Assessment in Maritime Maritime Decarbonization
70+
Total Publications
20+ SCI / SCI-Exp / SSCI
200+
Reviewer Roles
International SCI-E Journals
15+
Research Projects
TÜBİTAK, Türk Loydu, ADEP, & SRP
5+
COST Action Membership
European Framework Actions
20
AI-Driven Image Processing for Microstructure and Surface Characterization: A Systematic Review of Methods, Materials, and Applications
Erçetin A., Arpacı İ., Memiş S., Akagic A., Özgün Ö. • Archives of Computational Methods in Engineering (2026) SCI-E Q1 DOI: 10.1007/s11831-026-10641-4
19
Operable Soft Decision-Making Methods in ifpifs-Matrices Space and Their Application to a PVA Problem in Image Denoising
Binbaşıoğlu D., Şola Erduran F., Aydın T., Memiş S.Soft Computing (Accepted / 2026) SCI-E Q2
18
Green Human Resource Management: A Hybrid Soft Decision-Making Approach
Memiş S., Yıldız R. Ö. • Management Decision (Accepted / 2026) SSCI Q1 DOI: 10.1108/MD-06-2025-1700
17
Integrating Experimental Findings and Machine Learning Models to Predict the Anticancer Potential of Newly Synthesized Oversulfated Fucoidan
Kocabay S., Memiş S., Taşkın I. İ., Sever M. R., Şener R. • Computational Biology and Chemistry, 123, 109044 (2026) SCI-E Q1 DOI: 10.1016/j.compbiolchem.2026.109044
16
Fuzzy Parameterized Fuzzy Soft Matrices-Based Failure Mode and Effects Analysis (FPFS-FMEA) with Ship Lubricating Oil System Risk Assessment
Memiş S., Ceylan B. O. • Ocean Engineering, 342, 123049 (2025) SCI-E Q1 DOI: 10.1016/j.oceaneng.2025.123049
15
Prediction of Newly Synthesized Heparin Mimic's Effects as Heparanase Inhibitor in Cancer Treatments via Variational Quantum Neural Networks
Kocabay S., Acar E., Memiş S., Taşkın I. İ., Sever M. R., Şener R. • Computational Biology and Chemistry, 118, 108476 (2025) SCI-E Q1
14
Adaptive Machine Learning Approaches Utilizing Soft Decision-Making via Intuitionistic Fuzzy Parameterized Intuitionistic Fuzzy Soft Matrices
Memiş S., Şola Erduran F., Aydoğan H. • PeerJ Computer Science, 11, e2703 (2025) SCI-E Q1 DOI: 10.7717/peerj-cs.2703
13
Machinability of Different Cu-Gr Composites in Milling: Performance Parameters Prediction via Machine Learning Models
Şap S., Acar A., Değirmenci Ü., Usca Ü. A., Memiş S., Şener R. • Expert Systems with Applications, 272, 126770 (2025) SCI-E Q1
12
OSMRD-IE: Octal-Based Shuffling and Multi-Layer Rotational Diffusing Image Encryption Using 2D Hybrid Michalewicz-Ackley Map
Erkan U., Toktaş A., Memiş S., Toktaş F., Lai Q., Wen H., Gao S. • IEEE Internet of Things Journal, 11(21), 35113-35123 (2024) SCI-E Q1
11
A Review of Sustainable Supplier Selection with Decision-Making Methods from 2018 to 2022
Karakoç Ö., Memiş S., Sennaroğlu B. • Sustainability, 16(1), 125 (2024) SCI-E Q2 SSCI Q2
10
An Image Encryption Method Based on Multi-Space Confusion Using Hyperchaotic 2D Vincent Map Derived from Optimization Benchmark Function
Erkan U., Toktaş A., Memiş S., Lai Q., Hu G. • Nonlinear Dynamics, 111(21), 20377-20405 (2023) SCI-E Q1
09
Picture Fuzzy Soft Matrices and Application of Their Distance Measures to Supervised Learning: Picture Fuzzy Soft k-Nearest Neighbor (PFS-KNN)
Memiş S.Electronics, 12(19), 4129 (2023) SCI-E Q2
08
Picture Fuzzy Parameterized Picture Fuzzy Soft Sets and Their Application in a Performance-Based Value Assignment Problem to Filters
Memiş S.International Journal of Fuzzy Systems, 25(7), 2860-2875 (2023) SCI-E Q1
07
Distance and Similarity Measures of Intuitionistic Fuzzy Parameterized Intuitionistic Fuzzy Soft Matrices and Their Application in Supervised Learning
Memiş S., Arslan B., Aydın T., Enginoğlu S., Camcı C. • Axioms, 12(5), 463 (2023) SCI-E Q2
06
Fuzzy Parameterized Fuzzy Soft k-Nearest Neighbor Classifier (FPFS-kNN)
Memiş S., Enginoğlu S., Erkan U. • Neurocomputing, 500, 351-378 (2022) SCI-E Q2
05
A New Classification Method Using Soft Decision-Making Based on An Aggregation Operator of Fuzzy Parameterized Fuzzy Soft Matrices
Memiş S., Enginoğlu S., Erkan U. • Turkish Journal of Electrical Engineering & Computer Sciences, 30(3), 871-890 (2022) SCI-E Q4
04
A Classification Method in Machine Learning Based on Soft Decision-Making via Fuzzy Parameterized Fuzzy Soft Matrices
Memiş S., Enginoğlu S., Erkan U. • Soft Computing, 26(3), 1165-1180 (2022) SCI-E Q2
03
Numerical Data Classification via Distance-Based Similarity Measures of Fuzzy Parameterized Fuzzy Soft Matrices
Memiş S., Enginoğlu S., Erkan U. • IEEE Access, 9, 88583-88601 (2021) SCI-E Q1
02
A Fast and Simple Soft Decision-Making Algorithm: EMO18o
Enginoğlu S., Memiş S., Öngel T. • Numerical Analysis and Applied Mathematics (2019) SCI-E Q3
01
Pixel Similarity-Based Adaptive Riesz Mean Filter for Salt-and-Pepper Noise Removal
Enginoğlu S., Erkan U., Memiş S.Multimedia Tools and Applications, 78(24), 35401-35418 (2019) SCI-E Q2
05
Predicting Student Success in Distance Education Utilizing Soft Matrix-Based Machine Learning via Moodle and Student Information Systems Data
ESCIScopus Memiş S., Fatik S. Y. • Gazi University Journal of Science, 39(2) (2026)
04
Picture Fuzzy Topological Spaces with Picture Fuzzy Prevalence Effect Method for Group Decision-Making
Scopus Memiş S., Naeem K., Azeem S. • Turkish Journal of Mathematics and Computer Science, 17(1), 212-231 (2025)
03
Soft Decision-Making Methods Employing Multiple ifpifs-matrices and Their Applications: A Follow-Up Study
ESCIScopus Arslan B., Aydın T., Memiş S., Enginoğlu S. • São Paulo Journal of Mathematical Sciences, 43, 1-39 (2024)
02
Picture Fuzzy Soft σ-Algebra and Picture Fuzzy Soft Measure with Applications
ESCIScopus Naeem K., Memiş S.Granular Computing, 8, 397-410 (2022)
01
Adaptive Cesáro Mean Filter for Salt-and-Pepper Noise Removal
Scopus Enginoğlu S., Erkan U., Memiş S.El-Cezerî Journal of Science and Engineering, 7(1), 304-314 (2020)
18
Traditional and modern architectural design via the artificial intelligence Dall-E for Kıyıköy in Türkiye
Memiş S., Zağra Öz H. Ç., Özden Omuzlu S. • Amesia, 6(1), 33-46
17
Classification of NOx Emission in Marine Engines Utilizing kNN-Based Machine Learning Algorithms
Memiş S., Şener R. • International Journal of Pioneering Technology and Engineering, 3(2), 74-79 (2024)
16
Mühendislik Eğitiminde Sanal Dershane Üzerine Bir Değerlendirme
Can A., Memiş S., Bulut S., Acar E., Hatipoğlu S. • Tesisat Mühendisliği Dergisi, 31(194), 7-14 (2023)
15
Diagnosing COVID-19, Prioritizing Treatment, and Planning Vaccination Priority via FPFS-Matrices
Parmaksız Z. P., Arslan B., Memiş S., Enginoğlu S. • Journal of New Theory, 2022(39), 54-83 (2022)
14
Another View on Picture Fuzzy Soft Sets and Their Product Operations with Decision-Making
Memiş S.Journal of New Theory, 2022(38), 1-13 (2022)
13
Generalisations of SDM Methods in fpfs-Matrices Space to Render Them Operable in ifpifs-Matrices Space
Arslan B., Aydın T., Memiş S., Enginoğlu S. • Journal of New Theory, 2021(36), 88-116 (2021)
12
A Classification Method Based on Hamming Pseudo-Similarity of Intuitionistic Fuzzy Parameterized Intuitionistic Fuzzy Soft Matrices
Memiş S., Arslan B., Aydın T., Enginoğlu S., Camcı Ç. • Journal of New Results in Science, 10(2), 59-76 (2021)
11
SDM Methods' Configurations (2017-2019) and Their Application to a Performance-Based Value Assignment Problem
Enginoğlu S., Aydın T., Memiş S., Arslan B. • Annals of Optimization Theory and Practice, 4(1), 41-85 (2021)
10
Different Adaptive Modified Riesz Mean Filter For High-Density Salt-and-Pepper Noise Removal in Grayscale Images
Memiş S., Erkan U. • European Journal of Science and Technology, 2021(23), 359-367 (2021)
09
Operability-Oriented Configurations of the Soft Decision-Making Methods Proposed between 2013 and 2016
Enginoğlu S., Aydın T., Memiş S., Arslan B. • Journal of New Theory, 2021(34), 82-114 (2021)
08
A New Approach to the Criteria-Weighted Fuzzy Soft Max-Min Decision-Making Method
Enginoğlu S., Memiş S.Journal of New Results in Science, 9(1), 19-36 (2020)
07
A Data Classification Method in Machine Learning Based on Normalised Hamming Pseudo-Similarity of FPFS-Matrices
Memiş S., Enginoğlu S., Erkan U. • Bilge International Journal of Science and Technology Research, 3, 1-8 (2019)
06
A New Approach to Group Decision-Making Method Based on TOPSIS Under Fuzzy Soft Environment
Enginoğlu S., Memiş S., Karaaslan F. • Journal of New Results in Science, 8(2), 42-52 (2019)
05
A Generalization of Fuzzy Soft Max-Min Decision-Making Method and Its Application to Image Denoising
Enginoğlu S., Memiş S., Çağman N. • El-Cezerî Journal of Science and Engineering, 6(3), 466-481 (2019)
04
Comment (2) on Soft Set Theory and uni-int Decision-Making
Enginoğlu S., Memiş S., Arslan B. • Journal of New Theory, 25, 84-102 (2018)
03
Comment on Soft Set Theory and uni-int Decision-Making
Enginoğlu S., Memiş S., Öngel T. • Journal of New Results in Science, 7(3), 28-43 (2018)
02
Comment on "Fuzzy Soft Sets"
Enginoğlu S., Memiş S.International Journal of Latest Engineering Research and Applications, 3(9), 1-9 (2018)
01
A Configuration of Some Soft Decision-Making Algorithms via fpfs-matrices
Enginoğlu S., Memiş S.Cumhuriyet Science Journal, 39(4), 871-881 (2018)
26
Exponential Weighted Mean Filter for Salt-and-Pepper Noise Removal
International • Book Chapter Enginoğlu S., Erkan U., Memiş S.Artificial Intelligence in Data and Big Data Processing (Springer Cham), pp. 435-446 (2022)
25
Parameter Sensitivity Analysis in the Picture Fuzzy Soft k-Nearest Neighbor Algorithm
International • Full-Text Proceeding Özpınar R., Memiş S.ASES V. International Bandırma Scientific Studies Congress, pp. 65-84 (2025)
24
Energy Planning via Picture Fuzzy Prevalence Effect Method
International • Full-Text Proceeding Karakoç Ö., Memiş S.19th International Conference on Applied Sciences, pp. 132-143 (2025)
23
Investigation of Reactivity Controlled Compression Ignition Fueled with Diesel and Natural Gas in Marine Engine using Soft Decision-Making
International • Full-Text Proceeding Şener R., Memiş S., Kılıç A. • Global Maritime Congress (GMC), pp. 125-130, İstanbul (2024)
22
Determining Water Quality Using Picture Fuzzy Soft KNN (PFS-KNN) and Fuzzy Parameterized Fuzzy Soft KNN (FPFS-KNN)
International • Full-Text Proceeding Memiş S.EGE 10th International Conference on Applied Sciences, Vol. 2, pp. 1742-1749 (2023)
21
Generating Title for Academic Studies in Mathematics and Computer Sciences Using ChatGPT Based on Abstract and Keywords
International • Full-Text Proceeding Memiş S.EGE 10th International Conference on Applied Sciences, Vol. 2, pp. 1736-1741 (2023)
20
The Use of ChatGPT in Engineering Education: Innovative Education Methods of the Future
National • Full-Text Proceeding Memiş S.3rd Rumeli Engineering Education Symposium, pp. 1-6 (2023)
19
An Application of SDM Methods to Heavy Commercial Vehicles in Logistic Sector
International • Full-Text Proceeding Karakoç Ö., Memiş S., Sennaroğlu B. • 3rd Rumeli Energy and Design Symposium, pp. 258-267 (2023)
18
An Application of FPFS-KNN to Energy Efficiency
International • Full-Text Proceeding Memiş S.3rd Rumeli Energy and Design Symposium, pp. 203-210 (2023)
17
Academic Performance Evaluation at Istanbul Rumeli University via Soft Decision-Making
National • Full-Text Proceeding Memiş S., Karakoç Ö. • 2nd Rumeli Engineering Education Symposium, pp. 79-87 (2022)
16
Determination of İstanbul Rumeli University Course and Exam Programs Utilizing a Software
National • Full-Text Proceeding Can A., Memiş S., Vardar İ. E. • 2nd Rumeli Engineering Education Symposium, pp. 126-134 (2022)
15
Jaccard Pseudo-Similarity of Fuzzy Parameterized Fuzzy Soft Matrices and Its Application to Diagnosis of Parkinson's Disease
International • Full-Text Proceeding Memiş S., Enginoğlu S., Erkan U. • 9th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS), pp. 305-309, Iran (2022)
14
An Application of Soft Decision-Making Methods to Energy Planning of Turkey
International • Full-Text Proceeding Memiş S., Karakoç Ö. • 2nd Rumeli Energy and Design Symposium for Sustainable Environment, pp. 146-157 (2022)
13
Exponential Weighted Mean Filter for Salt-and-Pepper Noise Removal
International • Full-Text Proceeding Enginoğlu S., Erkan U., Memiş S.ICABDE 2021, pp. 435-446, Vietnam (2021)
12
A Study on Picture Fuzzy Sets
International • Full-Text Proceeding Memiş S.7th International IFS and Contemporary Mathematics Conference (IFSCOM), pp. 125-132 (2021)
11
Improved Adaptive Weighted Mean Filter for Salt-and-Pepper Noise Removal
International • Full-Text Proceeding Erkan U., Thanh D. N. H., Enginoğlu S., Memiş S.IEEE ICECCE 2020, pp. 1-5, Istanbul (2020)
10
An Application of Fuzzy Parameterized Fuzzy Soft Matrices in Data Classification
International • Full-Text Proceeding Memiş S., Enginoğlu S. • ICONST-NST 2019, pp. 68-77, Prizren, Kosovo (2019)
09
A Review on Some Soft Decision-Making Methods
International • Full-Text Proceeding Enginoğlu S., Memiş S.ICMSA 2018, pp. 437-442, Karaman (2018)
08
A Fast and Simple Soft Decision-Making Algorithm: EMA18an
International • Full-Text Proceeding Enginoğlu S., Memiş S., Arslan B. • ICMSA 2018, pp. 428-436, Karaman (2018)
07
A Fast and Simple Soft Decision-Making Algorithm: EMO18o
International • Full-Text Proceeding Enginoğlu S., Memiş S., Öngel T. • ICMSA 2018, pp. 179-187, Karaman (2018)
06
A Review on An Application of Fuzzy Soft Set in Multicriteria Decision-making Problem
International • Full-Text Proceeding Enginoğlu S., Memiş S.ICMSA 2018, pp. 173-178, Karaman (2018)
05
A Comparison of the Parameter Effects on Classification in Machine Learning
International • Abstract Memiş S.International Dumlupınar Science and Mathematics Congress (IDUSMAC), pp. 286-287 (2022)
04
Adaptive Cesáro Mean Filter for Salt-and-Pepper Noise Removal
International • Abstract Enginoğlu S., Erkan U., Memiş S.ICONST-EST 2019, p. 37, Prizren, Kosovo (2019)
03
A Data Classification Method in Machine Learning via Fuzzy Parameterized Fuzzy Soft Matrices
International • Abstract Memiş S., Enginoğlu S. • ICONST-EST 2019, p. 36, Prizren, Kosovo (2019)
02
On Soft Decision-Making Methods (In Turkish)
National • Abstract Enginoğlu S., Memiş S.1st Trakya Universities Association Graduate Student Congress, p. 36, Çanakkale (2016)
01
Some Soft Decision-Making Algorithms and Their Computer Program (In Turkish)
National • Poster Presentation Enginoğlu S., Memiş S.Trakya Universities Association Research Project Presentations, Tekirdağ (2017)
16
BANÜ SRP Coordinator (PI)
Determining Green Transformation Strategies in Marinas via the DELPHI-AHP-PEM Approach
The Office of Scientific Research Projects Coordination at Bandırma Onyedi Eylül University • Grant Number: BAP-26-1004-XXX.
15
TÜBİTAK 2515 Coordinator (PI)
Machine Learning-Based Modelling of Ship-Induced Atmospheric Pollutants in the Bandırma Bay Port Area Through AIS-Integrated Mobile Measurements
Scientific and Technological Research Council of Türkiye (TÜBİTAK) • TÜBİTAK COST Programme, Grant Number: 2515 Project.
14
Türk Loydu Researcher Ongoing
Development of the National Ship Emission Data Collection, Verification, and Reporting Software Platform
Supported by Türk Loydu Foundation • Industry & Maritime R&D Project.
13
BANÜ SRP Coordinator (PI) Completed
Development of Novel FMEA Methods Based on Soft Decision-Making for Risk Analysis in Maritime
The Office of Scientific Research Projects Coordination at Bandırma Onyedi Eylül University • Grant Number: BAP-24-1004-009.
12
ÇOMÜ SRP Researcher Completed
Computer-Aided Classification of Asthma Severity in Asthma Patients
The Office of Scientific Research Projects Coordination at Çanakkale Onsekiz Mart University • Grant Number: TTU-2025-5056.
11
TÜBİTAK 1005 Researcher Completed
Development of a Web-Based and Mobile Application to Diagnose Asthma, Chronic Obstructive Pulmonary Disease (COPD) and Idiopathic Pulmonary Fibrosis (IPF) through Spectral Analysis of Lung Sounds and Machine Learning
Scientific and Technological Research Council of Türkiye (TÜBİTAK) • 1005 National R&D Grant No: 123E473.
10
İÜ ADEP Researcher Ongoing
Software-Assisted Aptamer Targeting Study for the Treatment of BRAF Mutated Malignant Melanoma
Istanbul University Research Universities Project • Grant Number: TSA-2024-40545.
9
İRU SRP Researcher Completed
The Effect of Distance Education and Formal Education Processes on Student Success and Investigation of Educational Materials Development Processes
The Office of Scientific Research Projects Coordination at İstanbul Rumeli University • Grant Number: BAP2021-006.
8
İRU SRP Researcher Completed
Realization of the Curriculum via a Software to Increase the Efficiency of the Use of the Physical Facilities within the University
The Office of Scientific Research Projects Coordination at İstanbul Rumeli University • Grant Number: BAP2021-004.
7
ÇOMÜ SRP Researcher Completed
Configuration of The Soft Decision-Making Methods to Intuitionistic Fuzzy Parameterized Intuitionistic Fuzzy Soft Matrices Space
The Office of Scientific Research Projects Coordination at Çanakkale Onsekiz Mart University • Grant Number: FHD-2020-3466.
6
ÇOMÜ BAP Researcher Completed
Applications of Intuitionistic Fuzzy Parameterized Intuitionistic Fuzzy Soft Matrices to Machine Learning
The Office of Scientific Research Projects Coordination at Çanakkale Onsekiz Mart University • Grant Number: FHD-2020-3465.
5
Ministry R&D Researcher Completed
Video Conference Supported Digital Learning Material and Learning Management System Development
Republic of Turkey Ministry of Industry and Technology • Grant Number: rating_uzem_101.
4
ÇOMÜ SRP Researcher Completed
Configuration of The Soft Decision-Making Methods Introduced between 2013 and 2015 Years to Fuzzy Parameterized Fuzzy Soft Matrices Space
The Office of Scientific Research Projects Coordination at Çanakkale Onsekiz Mart University • Grant Number: FBA-2020-3259.
3
ÇOMÜ SRP Researcher Completed
On Noise Removal in Salt and Pepper Noisy Images
The Office of Scientific Research Projects Coordination at Çanakkale Onsekiz Mart University • Grant Number: FHD-2018-1409.
2
ÇOMÜ SRP Researcher Completed
On Fuzzy Parameterized Fuzzy Soft Decision Making
The Office of Scientific Research Projects Coordination at Çanakkale Onsekiz Mart University • Grant Number: FBA-2018-1367.
1
ÇOMÜ SRP Researcher Completed
Some Soft Decision Making Algorithms and Their Computer Program
The Office of Scientific Research Projects Coordination at Çanakkale Onsekiz Mart University • Grant Number: FYL-2015-684.
CA23159
Decarbonising Waterborne Transportation • Working Groups Member (Alternative fuels, energy efficiency and marine environmental modeling)
CA23115
Relativistic Quantum Information • Working Groups Member (Quantum foundations, relativistic information and quantum state geometry)
CA22151
Cyber-Physical Systems and Digital Twins for Decarbonisation • Working Groups Member (AI, predictive optimization, digital twins in maritime/manufacturing)
CA23155
A Pan-European Network of Ocean Tribology • Working Groups Member (Marine lubricants, wear diagnosis and engine reliability modeling)
CA21160
Non-Globular Proteins in the Era of Machine Learning • Working Groups Member (Machine learning applied to bioinformatic classification)
CA23138
Port City Territories in Action • Working Groups Member (Sustainable port ecosystems and operational emission reduction)
CA23141
Managing Artificial Intelligence in Archaeology • Working Groups Member (Computational image processing and pattern restoration)
CA22143
European Network for Research and Innovation in Decarbonisation • Working Groups Member (Decarbonisation digital technologies)
09/2026 – Present
Editor-in-Chief • Panormos Maritime
09/2026 – Present
Associate Editor • Frontiers in Imaging
01/2025 – Present
Section Editor • Journal of Advanced Research in Natural and Applied Sciences
01/2024 – 12/2024
Editor • Journal of Advanced Research in Natural and Applied Sciences
11/2023 – 12/2024
Editor • Journal of Amasya University the Institute of Sciences and Technology
01/2023 – 12/2023
Section Editor • Journal of New Theory
01/2022 – 12/2022
Production Editor • Journal of New Theory
01/2021 – 12/2021
Production Editor • Journal of New Results in Science
11/2019 – 12/2021
Layout Editor • Journal of New Results in Science
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Systems, Man, and Cybernetics: Systems
IEEE Transactions on Multimedia
IEEE Access
Scientific Reports (Nature Portfolio)
Neural Computing with Applications
Multimedia Tools and Applications
Soft Computing
Applied Intelligence
International Journal of Fuzzy Systems
Complex & Intelligent Systems
Journal of Ambient Intelligence and Humanized Computing
Operational Research
Signal, Image and Video Processing
Ocean Engineering
Big Data Research
Advances in Engineering Software
Management Decision
International Journal of Intelligent Systems
Ships and Offshore Structures
The Imaging Science Journal
IETE Journal of Research
Sensors
Electronics
Energies
Applied Sciences
Sustainability
Mathematics
Symmetry
Bioengineering
Processes
Buildings
PeerJ Computer Science
PLOS ONE
Journal of Intelligent & Fuzzy Systems
International Journal of Modern Physics C
International Journal of Biomathematics
Journal of Circuits, Systems and Computers
Mathematical Problems in Engineering
Turkish Journal of Electrical Engineering & Computer Sciences
Turkish Journal of Mathematics
Journal of the Faculty of Engineering and Architecture of Gazi University
IEEE Transactions on Artificial Intelligence
Discover Artificial Intelligence
Journal of Control, Automation and Electrical Systems
Big Data and Cognitive Computing
Information
Automatika
Journal of ETA Maritime Science
International Journal of Sensors, Wireless Communications and Control
Pamukkale University Journal of Engineering Sciences
Sigma Journal of Engineering and Natural Sciences
TWMS Journal of Applied and Engineering Mathematics
Indonesian Journal of Electrical Engineering and Informatics
TELKOMNIKA
Journal of Quantum Technologies and Informatics Research
Journal of New Theory
DELPHI-AHP-PEM
Determining Green Transformation Strategies via DELPHI-AHP-PEM
Hybrid Multi-Criteria Decision-Making toolbox integrating Delphi, Analytic Hierarchy Process (AHP), and Picture Fuzzy Prevalence Effect Method (PEM).
GitHub
VQNN-Cancer
Variational Quantum Neural Networks for Cancer Treatments
Computational biology framework utilizing Variational Quantum Neural Networks (VQNN) to predict newly synthesized heparin mimic effects as heparanase inhibitors.
GitHub
IFPIFS-HC
Intuitionistic Fuzzy Parameterized Intuitionistic Fuzzy Soft Hamming Classifier
Supervised learning and classification algorithm based on normalized Hamming pseudo-similarity measures over ifpifs-matrices.
GitHub
IFPIFSC
Intuitionistic Fuzzy Parameterized Intuitionistic Fuzzy Soft Classifier
Machine learning classifier implementing distance and similarity metrics of ifpifs-matrices for numerical data classification.
GitHub
PFS-kNN
Picture Fuzzy Soft k-Nearest Neighbor Classifier
Novel supervised classification algorithm employing distance metrics of picture fuzzy soft matrices (Electronics, 2023).
GitHub
FPFS-kNN
Fuzzy Parameterized Fuzzy Soft k-Nearest Neighbor Classifier
Implementation of the supervised learning method published in Neurocomputing (2022) using fpfs-matrix space projections.
GitHub
FPFS-AC
FPFS Aggregation Operator-Based Classification Method
Machine learning classifier applying soft decision-making aggregation operators over fuzzy parameterized fuzzy soft matrices (TJEE&CS, 2022).
GitHub
YE12
Soft Decision-Making Algorithms Benchmark Toolbox
Computational MATLAB library evaluating and comparing foundational soft set and fuzzy soft decision-making methods.
GitHub
EMK19
Fuzzy Soft TOPSIS Group Decision-Making Method
Multi-criteria group decision-making algorithm combining TOPSIS principles under a fuzzy soft set environment (JNRS, 2019).
GitHub
FPFS-EC
Distance-Based Data Classification via FPFS-Matrices
Supervised machine learning algorithms using Euclidean pseudo-similarity and distance metrics of fpfs-matrices (IEEE Access, 2021).
GitHub
FPFS-CMC
Soft Decision-Making Classifier via FPFS-Matrices
Classification method using soft decision-making algorithm constructs over fuzzy parameterized fuzzy soft matrices (Soft Computing, 2022).
GitHub
sMBR01
Analysis on Fuzzy Soft Sets and fpfs-Matrices
Algorithmic verification, algebraic formulations, and configuration of soft decision-making models.
GitHub
ConfigSDM2018
A Configuration of Some Soft Decision-Making Algorithms via fpfs-matrices (v1.0 • 12.6 KB)
Core decision-making engine evaluating fuzzy parameterized fuzzy soft matrices and score functions (Cumhuriyet Sci. J., 2018).
GitHub
DAMRmF
Different Adaptive Modified Riesz Mean Filter For Noise Removal (v1.0 • 214 KB)
Non-linear image restoration filter for high-density salt-and-pepper impulse denoising (EJST, 2021).
GitHub
ARmF
Pixel Similarity-Based Adaptive Riesz Mean Filter for Salt-and-Pepper Noise Removal (v1.0.2 • 1.55 KB)
Implementation of paper published in Multimedia Tools and Applications.
GitHub MathWorks File Exchange
IAWMF
Improved Adaptive Weighted Mean Filter for Salt-and-Pepper Noise Removal (v1.0.1 • 1.98 KB)
Adaptive weighted matrix filter published in IEEE ICECCE for boundary preservation.
GitHub MathWorks File Exchange
ACmF
Adaptive Cesáro Mean Filter for Salt-and-Pepper Noise Removal (v1.0 • 214 KB)
Adaptive Cesáro mean filtering package for non-linear impulse noise suppression (El-Cezerî JSE, 2020).
GitHub MathWorks File Exchange
2024
Associate Professorship • Computer Science and Engineering (Turkish Interuniversity Board - ÜAK)
2016 – 2021
PhD in Mathematics • Çanakkale Onsekiz Mart University (Graduated 1st in Institute • TÜBİTAK 2211-C Fellow)
2014 – 2016
MSc in Mathematics • Çanakkale Onsekiz Mart University
2010 – 2014
BSc in Mathematics • Çanakkale Onsekiz Mart University
09/2024 – Present
Head of Department • Department of Marine Engineering, Maritime Faculty, Bandırma Onyedi Eylül University
03/2026 – Present
Quality Coordinator • Maritime Faculty, Bandırma Onyedi Eylül University
03/2026 – Present
STCW Course Coordinator • Maritime Faculty, Bandırma Onyedi Eylül University
06/2024 – Present
Faculty Board & Executive Board Member • Maritime Faculty, Bandırma Onyedi Eylül University
01/2024 – 09/2024
Co-Head of Department • Department of Marine Engineering, Bandırma Onyedi Eylül University
09/2021 – 06/2023
Vice Dean • Faculty of Engineering and Natural Sciences, İstanbul Rumeli University
12/2021 – 06/2023
Head of Department • Department of Computer Engineering, İstanbul Rumeli University
2021
1st Place in Graduate School (Valedictorian) • School of Graduate Studies, Çanakkale Onsekiz Mart University (2020-2021 Academic Year)
2021
1st Place across Doctoral Programmes • School of Graduate Studies, Çanakkale Onsekiz Mart University (2020-2021 Academic Year)
2021
High Honor Certificate in Mathematics PhD Programme • School of Graduate Studies, Çanakkale Onsekiz Mart University (2020-2021 Academic Year)
2019 – 2021
TÜBİTAK 2211-C National PhD Fellowship • Priority Area: "Artificial Intelligence and Machine Learning", TÜBİTAK-BİDEB Domestic Priority Areas Doctoral Scholarship Programme

Contact & Academic Collaboration

Open to international research collaborations, joint projects in soft decision-making and maritime AI, graduate supervision, and editorial/refereeing assignments.