EARS-XTSK: Privacy-Preserving Global Explainability in Cross-Silo Federated Two-Tower Recommendation Systems via Server-Side TSK Fuzzy Rule Distribution
Deniz Altay Avcı
pp. 1–19 10.56038/ejrnd2026526734
Vol 5, No 1 (2025)
The European Journal of Research and Development · ISSN 2822-2296 · 46 articles
Table of Contents
An AI-Based Question–Answering System for Corporate Documents: VK ArtiFin
Zeynep Örpek, Büşra Tural, Zeynep Destan
pp. 1–6 10.56038/ejrnd2026089703
Impact of Phase Inversion and Process Parameters on Alkyd Emulsion Properties
Pelin Aksoy, Selim Çifçi
pp. 1–16 10.56038/ejrnd.v5i1.621
Machine Learning Models and Explainable Artificial Intelligence Approaches for Intrusion Detection in IoT Networks
Asuman Besi Kütük, Özlem Çoşkun, Hikmet Kütük, İbrahim Kök
pp. 17–33 10.56038/ejrnd.v5i1.630
Two-Factor Authentication System for Protecting Metadata and Connected Vehicles
Huseyin Karacali, Nevzat Donum, Efecan Cebel
pp. 34–51 10.56038/ejrnd.v5i1.633
A Review of Deep Learning Approaches with CMR Images in the Diagnosis of Cardiovascular Diseases
Gülsüm Kemerli, Tayyip Özcan
pp. 52–67 10.56038/ejrnd.v5i1.635
A Data Fusion Method Combining Image, Sensor, and Survey Data for Efficiency and Usability Analysis of Electric Power Tools in Industrial Environments
Kader Nikbay Oylum, Turgay Tugay Bilgin
pp. 68–83 10.56038/ejrnd.v5i1.636
Mechanical and Environmental Comparison of Natural Fibers and Glass Fiber in the L-RTM Method
Nazmi Türkhan, Kübra Tuna, Hüseyin Arıkan, Yusuf Uzun
pp. 84–94 10.56038/ejrnd.v5i1.638
Smart Classroom Scheduling and Resource Optimization for Educational Institutions: Integrating AI and Multi-Objective Decision Support
Osman Çaylı, Atınç Yılmaz
pp. 95–112 10.56038/ejrnd.v5i1.644
Environmentally Friendly Textile Printing Methods: Examining Natural Dyes as Alternatives
Merve Yarali Kinli, Ceren Göde, Süleyman Ilker Ertuna, Serkan Alsan
pp. 113–129 10.56038/ejrnd.v5i1.647
DroidDissection: A Hybrid Analysis Framework for Android Malware Detection and Analysis
ilker Kara
pp. 130–148 10.56038/ejrnd.v5i1.655
An Empirical Comparison of Claude, Llama, and Gemini for Aspect-Level Sentiment
Pınar Ersoy, Mustafa Erşahin
pp. 149–163 10.56038/ejrnd.v5i1.659
Evaluation of ROPS and FOPS Tests for Structural Integrity of Forklifts
Hüseyin Samet Kartal, Orkan Buran, Mustafa Demir, Ali Can Tellioğlu
pp. 164–200 10.56038/ejrnd.v5i1.668
Classifying Operator Experience from Electric Screwdriving Signals: A BiLSTM-Based Study with External Validation
Kader Nikbay Oylum, Turgay Tugay Bilgin
pp. 201–221 10.56038/ejrnd.v5i1.669
Optimization of Pultrusion Process Parameters for Carbon Fiber/Epoxy Composites
Sibel Demir, Ömür Alkan
pp. 212–227 10.56038/ejrnd.v5i1.672
A Decision Support Framework for Customer Loyalty Program Managers: Reward Mix Optimization
Ayşe Salı, Sahika Koyun Yilmaz, Meryem Ezgi Aslan, Gizem Temelcan Ergenecoşar
pp. 228–245 10.56038/ejrnd.v5i1.679
Improving the Accuracy of Location Data in UWB-Based RTLS Using Deep Learning Methods
Ramazan Kavak, Fatih Aydemir, Serap Cekli
pp. 246–262 10.56038/ejrnd.v5i1.677
Development of a Process to Prevent Back Contamination Caused by Cationization After Cationic Digital Reactive Printing on Cotton Knitted Fabrics
Dervis Malatyali, Selcen Iremnur Baloglu, Sena Efsun Alpaslan
pp. 263–275 10.56038/ejrnd.v5i1.680
Development of Yarn Detection Sensor for Circular Patterned Yarn Dyeing Machine
Neslihan Okyay, Fatih Işık, Necip Fazıl Ateş, Sümeyye Kes
pp. 276–280 10.56038/ejrnd.v5i1.688
An Innovative Approach to Technical Textiles: Assessing the Performance of Olefin-Based Outdoor Fabrics
Merve Yarali Kinli, Ceren Göde, Süleyman Ilker Ertuna, Serkan Alsan
pp. 281–293 10.56038/ejrnd.v5i1.691
Analytical Prediction and Experimental Validation of Bolt Self-Loosening under Vibration
Can İçmez, Umut İnce, Samed Enser
pp. 294–309 10.56038/ejrnd.v5i1.693
A New Approach Based on Ensemble Clustering for the Fabric Color Batching Problem
Yusuf Kuvvetli, Ebru Çalışkan, Onur Balcı, Esra Tabaş Asiltürk
pp. 310–321 10.56038/ejrnd.v5i1.700
Synthesis and Characterization of Stereoselective Ozonides for Sustainable Textile Wet Processes
Gökhan Ceyhan, Orhan Işık, Onur Balcı
pp. 322–339 10.56038/ejrnd.v5i1.701
Development of a New Door System with High Thermal Resistance and Improved Sealing Performance for Refrigerated Display Cabinets
Fatma Nur Erdoğmuş, Sedanur Bilgin, Elif Merve Bahar, Hilal Hande Öksüz et al.
pp. 340–354 10.56038/ejrnd.v5i1.704
Machine Learning-Based Vehicle Renewal Prediction: A Hybrid Approach for Customer Retention in Premium Automotive Markets
Selçuk Bayracı, Garen Bozoğlanoğlu, Turgay Tugay Bilgin
pp. 355–377 10.56038/ejrnd.v5i1.692
Investigation of Mechanical Properties of Hemp Hurd/PP Composites for the Application of Water Irrigation Pipes
Özgür Demircan, Hüsnü Armağan Gümüş, Murat Kuru, Beyza Gizem Duman
pp. 378–389 10.56038/ejrnd.v5i1.707
UWB-Based High-Precision Real-Time Positioning and Multi-Dimensional Visualization
Onur Yılmaz, Turgut Aydoğdu, Hasan Berkhan Özkan, Savas Barış et al.
pp. 390–406 10.56038/ejrnd.v5i1.721
Structural Behavior Analysis of Rail-Mounted Portal Cranes Equipped with a 360° Rotatable Spreader Mechanism Using the Finite Element Method
Samet Dönerkaya, Kemalettin Kök, Muhammed Emin Tamer
pp. 407–433 10.56038/ejrnd.v5i1.716
CarrGo® Sorter: Parcel Sorting System with Autonomous Multi-Robots
Can Ali Gülyurt, Ali Han Polat, Sümer Erkana Kaya, Savaş Barış et al.
pp. 434–441 10.56038/ejrnd.v5i1.722
Development of Ash-Based Paving Stones Through the Utilization of Industrial Ash Generated During Urban Waste Disposal Processes
Cihangir Cebeci, Mahmut Uğur, Ece Yaralı, Gözde Bostancı
pp. 442–448 10.56038/ejrnd.v5i1.712
Effect of Amorphous Silica–Forming Additive on Porosity and Mechanical Strength in Autoclaved Aerated Concrete Thermal Insulation Board
Yunus Ion Grecu, Ezgi Biçer, Emre Fenerci, Ebru Erdoğan et al.
pp. 449–464 10.56038/ejrnd.v5i1.657
Secure Use of Artificial Intelligence with Artificial Intelligence Based Control
Fatih Mehmed Bilgin, Ali Aydın, Tugberk Zurnacı, Engin Bilici
pp. 465–468 10.56038/ejrnd.v5i1.736
A Compact Non-Intrusive Measurement System for Critical Dimensions and Calibration Chart Generation of Underground Fuel Tanks
İlker Değirmencioğlu, Savaş Barış, Yusuf Kaya
pp. 469–476 10.56038/ejrnd.v5i1.724
Improving In-Vehicle Air Quality with Bio-Additive ABS Composites
Songül Kılınç, Ümmet Ayyıldız
pp. 477–483 10.56038/ejrnd.v5i1.715
Design and Development of a Customer Data Platform for Loyalty Programs: Data Deduplication and Personalized Marketing Infrastructure
Gizem Akman Köksal, Erhan Efe, Uğur Serkan Taşkın
pp. 484–493 10.56038/ejrnd.v5i1.732
A Multimodal Deep Learning Framework for Predicting Machine Anomalies Using IoT-Enabled Vibration and Sound Data
Alper Saylam, Mehmet Ayberk Cakar, Haluk Atlı
pp. 494–501 10.56038/ejrnd.v5i1.726
Probability-Calibrated Ensemble Methods for Automotive CRM Lead Scoring
Bilal Sedef, Selçuk Bayracı, Turgay Tugay Bilgin
pp. 502–525 10.56038/ejrnd.v5i1.717
A Smart Shopping Cart: Shopper®
Onur Melikoğlu, Robin Şaçinoğlu, Sümer Erkan Kaya, Savaş Barış et al.
pp. 516–522 10.56038/ejrnd.v5i1.723
Designing for Explainability and Data Sovereignty: A Design Principles Approach for LLM-Augmented FinTech Analytics
Begüm Al, Adnan Erdoğan, Oğuzhan Akkurt, Nazım Taşkın et al.
pp. 523–539 10.56038/ejrnd.v5i1.749
A Temporal-Weighted Hybrid Recommender for B2B Vehicle Auctions Using Word2Vec Embeddings
Selçuk Bayracı, Uğur Barış Öztürk, Turgay Tugay Bilgin
pp. 540–566 10.56038/ejrnd.v5i1.718
Pressure-Controlled Runner Optimization and Filling Balance Analysis in Multi-Cavity Injection Molds
Muhammet Furkan Çalık, Ceren Giray Karaeli
pp. 567–580 10.56038/ejrnd.v5i1.720
Anomaly Detection System for Distributed Job Processing within Microservice Architectures
Ramazan Pekin, Kerem Bozkurt
pp. 581–598 10.56038/ejrnd.v5i1.744
Artificial Intelligence-Assisted Control of Light Pipe & LED Luminaire Hybrid Tunnel Lighting System
Levent Doğan, İsmail Kıyak
pp. 599–623 10.56038/ejrnd.v5i1.747
AI-Powered Multi-Agent Fashion Assistant for Personalized Retail Recommendations
Seza Dursun, Sedat Çelik, Bahar Önel, Tülin Işıkkent et al.
pp. 624–634 10.56038/ejrnd.v5i1.755
A Web-Based Credit Card Payment Architecture for Dealer Portals: Android POS Integration, Microservice Design, and Behavioural Segmentation for Data-Driven Dealer Management
Adnan Erdogan, Hüseyin Oktay Altun
pp. 635–647 10.56038/ejrnd.v5i1.734
Investigation of the Comfort and Quality Properties of Knitted Garments Produced with Raised Yarn
Yusuf Koç, Serkan Karabıyık, Azize Çoban, Evren Eski et al.
pp. 648–656 10.56038/ejrnd.v5i1.687