Sakarya University Journal of Computer and Information Sciences Home

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Sakarya University Journal of Computer and Information Sciences (SAUCIS) is a double-blind, peer-reviewed international scientific journal with an open-access policy. The SAUCIS was founded in 2018 by Sakarya University, Faculty of Computer and Information Sciences, and is published quarterly. The journal does not charge any submission and publication fees. The SAUCIS is devoted to publishing original research on computer and information sciences.
The journal publishes original research articles on computer science, computer engineering, software engineering, and information systems engineering. The journal accepts the submission of manuscripts in English language.

Statistics

Time to First Decision

5 days

Time to Final Decision

113 days

Time to Publication

84 days

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Archive

2026 - Volume 9, Issue 3 2026 - Volume 9, Issue 1 2025 - Volume 8, Issue 4 2025 - Volume 8, Issue 3

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Volume 9, Issue 2

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Articles

Research Article Optimization of Emergency Healthcare System with Priority Based Queuing Model and Dynamic Programming

Abdela Mohammed ^* , Thillaigovindan Natesan , Endalkachew Teshome Ayele
June 30, 2026 Page 650-673

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Research Article A Comparative Analysis of the Applicability of New Generation Metaheuristic Algorithms to Engineering Optimization Problems

Yusuf Elmas , Sibel Arslan , Emre Yalçın , Salih Berkan Aydemir ^*
June 30, 2026 Page 674-689

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Research Article Feature Extraction for Real Estate Images and Titles with LLMs

Afra Arslan ^* , Tan Doruk Yetki , Arda Yücel , Hacer Turgut , Ömür Bali , Gülfem Işıklar Alptekin , Günce Keziban Orman
June 30, 2026 Page 690-699

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Research Article A Multi-Task Transformer Ensemble for Explainable English Language Learning: Unifying Grammatical Correction, Tense Prediction, and CEFR Proficiency Grading

Dung Ho , Lien Le Thi Quynh ^* , Le Hung , Vu Tran
June 30, 2026 Page 700-711

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Research Article The Role of Deep Learning and Hybrid Approaches in Food Quality Control: Automatic Classification of Fish Freshness

Tarık Talan , Habibe Aslan ^*
June 30, 2026 Page 712-723

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Research Article PhishShield: Early Detection of Malicious Websites via Domain Sequence Modeling and Feature-Based Classification

Cagatay Neftali Tülü ^* , İhsan Deniz
June 30, 2026 Page 724-738

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Research Article Queueing Analysis by Simulation of Risk Duration Prioritized Patch Scheduling Under Gated Windows

Ercan Erkalkan ^*
June 30, 2026 Page 739-753

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Research Article Energy-Based Interaction-Aware Graph Modeling for Unsupervised Long-Document Extractive Summarization

Abubakar Bashir ^* , Abdulkadir Abubakar Bichi
June 30, 2026 Page 754-764

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Research Article Automated Hazard Identification and Risk Assessment in Occupational Health and Safety Using Artificial Intelligence Fine-Tuned Large Language Models

Mesut Çiçek , Aytaç Uğur Yerden ^*
June 30, 2026 Page 765-774

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Research Article High-Fidelity Robotic Portraiture via Patch-Based Generative Adversarial Networks

Prawit Boonmee , Jirayus Arbking , Prajaks Jitngernmadan , Pinphong Ruangraweenukit , Natthawat Boonkhirassamee , Kittipong Nitsaisook , Kawin Yosmao , Prawee Jarujit , Kritsanapon Worrasuwatthanakul , Suriyen Kongtip , Ponlawat Chopuk ^*
June 30, 2026 Page 775-789

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Research Article Formal Verification of UML Statechart Diagrams via Graph Transformation to Generalized Stochastic Petri Nets: A Meta-Modeling Approach

Fayçal Guerrouf ^* , Samir Tigane
June 30, 2026 Page 790-805

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Research Article Synthetic Data Augmentation for Fine-Grained Retail Product Classification under Low-Data Regimes

Alperen Ünal ^* , İpek Baz
June 30, 2026 Page 806-815

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Research Article Analysis of Disease Cases Data Across the Nation Using Machine Learning Algorithms and Its Integration with Healthcare Supply Chain Management Industries

Pradeep Sharma ^* , Puran Chandra Tewari
June 30, 2026 Page 816-828

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Research Article Fuzzy Logic-Based Hybrid Deep Learning System for Metal Surface Defect Detection

Ethem Belka Şahin ^* , Seçkin Arı
June 30, 2026 Page 829-839

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Research Article Analysis of Machine Learning Models for Epileptic Seizure Detection Using Wearable Sensor Data

Hümeyra Beylan ^* , Mehmet Recep Bozkurt
June 30, 2026 Page 840-845

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Research Article A Transformer-Assisted Cooperative Caching Framework with Q-Learning Optimization for Internet of Vehicles

Abdelkrim Lamraoui , Lyamine Guezouli ^* , Kamel Barka , Mohamed Zohir Mabane , Sohaib Chine
June 30, 2026 Page 846-867

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Research Article Software Workforce Dynamics and Organizational Restructuring in Higher Education: A Retrospective Scenario Analysis

Özkan Canay ^* , Halil Arslan
June 30, 2026 Page 868-882

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Research Article Hybrid Image Compression-Encryption Scheme with Chaotic Logistic Map and XOR with Variational Autoencoder

Zekeriya Katılmış ^* , Şevval Koç
June 30, 2026 Page 883-895

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Research Article Internet of Things-Based Smart Security System with Face and Object Detection Using Machine Learning

Benjamin Ovioisa ^* , Hüseyin Güney
June 30, 2026 Page 896-919

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Research Article Feed-Forward Deep Neural Network Model Based Speech Recognition System for Speech Signal

Mahesh K. Singh ^* , Sanjeev Kumar , Rajeev Ranjan
June 30, 2026 Page 920-933

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Research Article Modern Deep Learning Architectures for Urban Sound Classification on UrbanSound8K

Ulaş Yurtsever ^*
June 30, 2026 Page 934-942

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Research Article Data-Driven Phenotyping of Post-Traumatic Stress Disorder Among Survivors of the 2023 Derna Dam Collapse

Mansour Essgaer ^* , Asma Agaal , Fathiyah Aejaal , Zulaiha Othman , Eljilani Hmouda
June 30, 2026 Page 943-957

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Research Article Signal Processing and Dimensionality Reduction Algorithms for High-Dimensional Time-Series Data Applied to Biomolecular Simulations

Kevser Kübra Kırboğa ^* , Ecir Uğur Küçüksille
June 30, 2026 Page 958-979

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Research Article Evaluating Large Language Models in Turkish Short Answer Scoring: Validity, Reliability, and Fairness Perspectives

Abdulkadir Kara ^* , Serkan Yıldırım
June 30, 2026 Page 980-994

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Review Critical Challenges and Research Gaps in Blockchain-Based Federated Learning for Healthcare: A Comprehensive Review

Saad Ahmed Sazan , Mahdi Miraz ^* , Iftekhar Salam
June 30, 2026 Page 995-1003

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Research Article Optimization of Emergency Healthcare System with Priority Based Queuing Model and Dynamic Programming

Abdela Mohammed ^* , Thillaigovindan Natesan , Endalkachew Teshome Ayele
June 30, 2026 Page 650-673

View PDF
Research Article A Comparative Analysis of the Applicability of New Generation Metaheuristic Algorithms to Engineering Optimization Problems

Yusuf Elmas , Sibel Arslan , Emre Yalçın , Salih Berkan Aydemir ^*
June 30, 2026 Page 674-689

View PDF
Research Article Feature Extraction for Real Estate Images and Titles with LLMs

Afra Arslan ^* , Tan Doruk Yetki , Arda Yücel , Hacer Turgut , Ömür Bali , Gülfem Işıklar Alptekin , Günce Keziban Orman
June 30, 2026 Page 690-699

View PDF
Research Article A Multi-Task Transformer Ensemble for Explainable English Language Learning: Unifying Grammatical Correction, Tense Prediction, and CEFR Proficiency Grading

Dung Ho , Lien Le Thi Quynh ^* , Le Hung , Vu Tran
June 30, 2026 Page 700-711

View PDF
Research Article The Role of Deep Learning and Hybrid Approaches in Food Quality Control: Automatic Classification of Fish Freshness

Tarık Talan , Habibe Aslan ^*
June 30, 2026 Page 712-723

View PDF
Research Article PhishShield: Early Detection of Malicious Websites via Domain Sequence Modeling and Feature-Based Classification

Cagatay Neftali Tülü ^* , İhsan Deniz
June 30, 2026 Page 724-738

View PDF
Research Article Queueing Analysis by Simulation of Risk Duration Prioritized Patch Scheduling Under Gated Windows

Ercan Erkalkan ^*
June 30, 2026 Page 739-753

View PDF
Research Article Energy-Based Interaction-Aware Graph Modeling for Unsupervised Long-Document Extractive Summarization

Abubakar Bashir ^* , Abdulkadir Abubakar Bichi
June 30, 2026 Page 754-764

View PDF
Research Article Automated Hazard Identification and Risk Assessment in Occupational Health and Safety Using Artificial Intelligence Fine-Tuned Large Language Models

Mesut Çiçek , Aytaç Uğur Yerden ^*
June 30, 2026 Page 765-774

View PDF
Research Article High-Fidelity Robotic Portraiture via Patch-Based Generative Adversarial Networks

Prawit Boonmee , Jirayus Arbking , Prajaks Jitngernmadan , Pinphong Ruangraweenukit , Natthawat Boonkhirassamee , Kittipong Nitsaisook , Kawin Yosmao , Prawee Jarujit , Kritsanapon Worrasuwatthanakul , Suriyen Kongtip , Ponlawat Chopuk ^*
June 30, 2026 Page 775-789

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Research Article Sentiment Analysis on Social Media Reviews Datasets with Deep Learning Approach

Muhammet Sinan Başarslan ^* , Fatih Kayaalp
April 30, 2021 Page 35-49

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Research Article Classification of Robust and Rotten Apples by Deep Learning Algorithm

Kiyas Kayaalp ^* , Sedat Metlek
August 28, 2020 Page 112-120

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Research Article Detection of Pneumonia with a Novel CNN-based Approach

Ebru Erdem ^* , Tolga Aydin
April 30, 2021 Page 26-34

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Research Article Analysis of The Covid-19 Impact on Electricity Consumption and Production

Mehmet Bulut ^*
December 30, 2020 Page 283-295

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Research Article Finding the Relationship Between News and Social Media Users’ Emotions in the COVID-19 Process

Ahmet Anıl Müngen , İrfan Aygün , Mehmet Kaya ^*
December 30, 2020 Page 250-263

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Review Review on Bitcoin Price Prediction Using Machine Learning and Statistical Methods

I.sibel Kervancı ^* , Fatih Akay
December 30, 2020 Page 272-282

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Research Article Optimization of Several Deep CNN Models for Waste Classification

Mahir Kaya ^* , Samet Ulutürk , Yasemin Çetin Kaya , Onur Altıntaş , Bülent Turan
August 31, 2023 Page 91-104

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Research Article Preprocessing Impact Analysis for Machine Learning-Based Network Intrusion Detection

Hüseyin Güney ^*
April 30, 2023 Page 67-79

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Research Article Deep Learning Methods for Autism Spectrum Disorder Diagnosis Based on fMRI Images

Muhammed Ali Bayram ^* , İlyas Özer , Feyzullah Temurtaş
April 30, 2021 Page 142-155

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Research Article Derin Öğrenme Algoritmalarını Kullanarak Görüntüden Cinsiyet Tahmini

Gül Gündüz , İsmail Hakkı Cedimoğlu
April 30, 2019 Page 9-17

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Research Article Derin Öğrenme Algoritmalarının Yaprak Sınıflandırma Başarımlarının Karşılaştırılması

Ferdi Doğan ^* , İbrahim Türkoğlu
April 2, 2018 Page 10-21

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Research Article Derin Öğrenme Algoritmalarını Kullanarak Görüntüden Cinsiyet Tahmini

Gül Gündüz , İsmail Hakkı Cedimoğlu
April 30, 2019 Page 9-17

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Research Article Makine Öğrenmesi ile Ürün Kategorisi Sınıflandırma

Serap Kazan ^* , Hakan Karakoca
April 30, 2019 Page 18-27

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Research Article Design of Modular FMCW Radar and Quantization of Its Range Error

Emre Uzundurukan ^* , Ali Kara , Mahfoud Y. A. Abdulrazıgh
August 1, 2018 Page 1-11

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Research Article Bridging Science and Spirituality: Investigating the Effects of OM Chanting on Brain Waves

Archana Kanwade , Neeta Thune , Wanus Srimaharaj , Supansa Chaising , Kamal Upreti ^* , Rituraj Jain
December 29, 2025 Page 651-663

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Research Article Classification of Solar Cells EL Images with Different Busbars Via Deep Learning Models

Miktat Aktaş ^* , Ferdi Doğan , İbrahim Türkoğlu
August 31, 2024 Page 217-226

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Review Review on Bitcoin Price Prediction Using Machine Learning and Statistical Methods

I.sibel Kervancı ^* , Fatih Akay
December 30, 2020 Page 272-282

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Research Article A Digital Forensics Approach for Lost Secondary Partition Analysis using Master Boot Record Structured Hard Disk Drives

Erhan Akbal ^* , Ömer Faruk Yakut , Sengul Dogan , Türker Tuncer , Fatih Ertam
December 31, 2021 Page 326-346

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Research Article EEG Verileri Kullanılarak Fiziksel El Hareketleri ve Bu Hareketlerin Hayalinin Yapay Sinir Ağları İle Sınıflandırılması

Mustafa Tosun ^* , Mustafa Erginli ^* , Ömer Kasım , Burak Uğraş , Şems Tanrıverdi , Tayfun Kavak
August 1, 2018 Page 1-9

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Research Article Detection of Heart Rate Variability from Photoplethysmography (PPG) Signals Obtained by Raspberry Pi Microcomputer

Ziynet Pamuk ^* , Ceren Kaya
April 30, 2022 Page 104-120

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Research Article Derin Öğrenme Algoritmalarının Yaprak Sınıflandırma Başarımlarının Karşılaştırılması

Ferdi Doğan ^* , İbrahim Türkoğlu
April 2, 2018 Page 10-21

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Research Article Classification of Solar Cells EL Images with Different Busbars Via Deep Learning Models

Miktat Aktaş ^* , Ferdi Doğan , İbrahim Türkoğlu
August 31, 2024 Page 217-226

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Research Article Sentiment Analysis on Social Media Reviews Datasets with Deep Learning Approach

Muhammet Sinan Başarslan ^* , Fatih Kayaalp
April 30, 2021 Page 35-49

View PDF
Research Article EEG Verileri Kullanılarak Fiziksel El Hareketleri ve Bu Hareketlerin Hayalinin Yapay Sinir Ağları İle Sınıflandırılması

Mustafa Tosun ^* , Mustafa Erginli ^* , Ömer Kasım , Burak Uğraş , Şems Tanrıverdi , Tayfun Kavak
August 1, 2018 Page 1-9

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Research Article Elektrik Yükünün Genetik Algoritma Temelli Holt-Winters Üstel Düzeltme Yönteminiyle Tahmini

Yunus Emre Özger ^* , Mustafa Akpınar , Zabit Musayev , Mustafa Yaz
August 29, 2019 Page 108-123

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Research Article Optimization of Several Deep CNN Models for Waste Classification

Mahir Kaya ^* , Samet Ulutürk , Yasemin Çetin Kaya , Onur Altıntaş , Bülent Turan
August 31, 2023 Page 91-104

View PDF
Research Article Derin Öğrenme Algoritmalarını Kullanarak Görüntüden Cinsiyet Tahmini

Gül Gündüz , İsmail Hakkı Cedimoğlu
April 30, 2019 Page 9-17

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Research Article Makine Öğrenmesi ile Ürün Kategorisi Sınıflandırma

Serap Kazan ^* , Hakan Karakoca
April 30, 2019 Page 18-27

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Research Article Müzik Türlerinin Derin Öğrenme Ağları ile Sınıflandırılması

Zehra Durdağ ^* , Pakize Erdoğmuş
April 30, 2019 Page 53-60

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Research Article Kaba Kuvvet Saldırı Tespiti ve Teknik Analizi

İlker Kara
August 29, 2019 Page 61-69

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Journal Information

e-ISSN

2636-8129

Founded

2018

Publisher

Sakarya University

Coordinator of Scientific Publishing

Prof. Dr. Mahmut Akyiğit
bdk@sakarya.edu.tr

Primary Editor

Prof. Dr. Ahmet Zengin
azengin@sakarya.edu.tr

Publication Model

Periodical Publication (March - June - September - December)

Indexes

Scopus, DOAJ, TR Dizin

INDEXING & ABSTRACTING & ARCHIVING

The papers in this journal are licensed under a Creative Commons Attribution-NonCommercial 4.0 International License