Conference Program

3rd International Conference on Emerging Trends and Applications in Artificial Intelligence

Istanbul Technical University, Turkey
May 15-16, 2026
Program Summary
Time Zone: Türkiye Standard Time (GMT+03:00)
Venue: Faculty of Electric and Electronic Engineering, Istanbul Technical University, Turkey
Friday, May 15, 2026 Day - 1
Time: 09:00 - 09:10
Opening Ceremony Location: Ömer Korzay Conference Hall
Dr. Alaa Ali Hameed
Istinye University, Turkey
Time: 09:10 - 09:40
Keynote Session Location: Ömer Korzay Conference Hall
Dr. Muhammad Syafrudin
Sejong University, South Korea
Time: 09:40 - 10:10
Keynote Session Location: Ömer Korzay Conference Hall
Dr. Mustafa Takaoğlu
BİLGEM UEKAE, Turkey
Time: 10:10 - 10:30
Coffee Break Location: TBA
Time: 10:30 - 12:30
Technical Session - 1
Location: Room No - 4102
Session Chairs: Dr. Abdulkadir Ünal
Technical Session - 2
Location: Room No - 4104
Session Chairs: Dr. Kemal UCAK
Technical Session - 3
Location: Room No - 5107
Session Chairs: Dr. Fikret Çalışkan
Time: 12:30 - 14:30
Lunch Break Location: Main Cafeteria
Time: 14:30 - 15:30
Panel Discussion Location: Ömer Korzay Conference Hall
Panel Discussion: A New Era in the Crypto Asset Ecosystem: Artificial Intelligence, Blockchain Analytics Systems, and Post-Quantum Security
Moderator: Dr. Mustafa Takaoğlu, BİLGEM UEKAE, Turkey
Time: 15:30 - 17:15
Technical Session - 4
Location: Room No - 4102
Session Chairs: Dr. Semih Doğu
Technical Session - 5
Location: Room No - 5101
Session Chairs: Dr. Muhammed Davud
Technical Session - 6
Location: Room No - 5107
Session Chairs: Dr. Wadhah Zeyad Tareq
Time: 17:15 - 17:45
Closing Ceremony Location: Ömer Korzay Conference Hall
Saturday, May 16, 2026 Day - 2
Time: 09:00 - 09:30
Keynote Session Location: Virtual Room -1
Dr. Marwa Ben Ali
Sustainable Manufacturing Lab · Free University of Bolzano (unibz)
Time: 09:30 - 11:45
Technical Session - 7
Location: Virtual Room -1
Session Chairs: Dr. Waleed M. Ead
Technical Session - 8
Location: Virtual Room - 2
Session Chairs: TBA
Technical Session - 9
Location: Virtual Room - 3
Session Chairs: TBA
Time: 11:45 - 12:15
Keynote Session Location: Virtual Room -1
Dr. Carmela Bernardo
University of Sannio, Benevento, Italy
Time: 12:15 - 14:45
Technical Session - 10
Location: Virtual Room -1
Session Chairs: Muhammad Atif Saeed
Technical Session - 11
Location: Virtual Room - 2
Session Chairs: TBA
Technical Session - 12
Location: Virtual Room - 3
Session Chairs: Dr Rachna Behl
Time: 14:45 - 17:15
Technical Session - 13
Location: Virtual Room -1
Session Chairs: TBA
Technical Session - 14
Location: Virtual Room - 2
Session Chairs: TBA
Technical Session - 15
Location: Virtual Room - 3
Session Chairs: Dr. Alaa Ali Hameed
Full Program
Time Zone: Türkiye Standard Time (GMT+03:00)
Venue: Faculty of Electric and Electronic Engineering, Istanbul Technical University, Turkey
Friday, May 15, 2026 Day - 1
Opening Ceremony In Person Time: 09:00 - 09:10. Location: Ömer Korzay Conference Hall
Dr. Muhammet Tahir Güneşer
Dr. Muhammet Tahir Güneşer
Istanbul Technical University, Turkey
Dr. Alaa Ali Hameed
Dr. Alaa Ali Hameed
Istinye University, Turkey
Keynote Session In Person Time: 09:10 - 09:40. Location: Ömer Korzay Conference Hall
Dr. Muhammad Syafrudin
Dr. Muhammad Syafrudin
Sejong University, South Korea
Talk: Leveraging AI for Inclusive and Sustainable Development in the Digital Era
Biography:

Dr. Syafrudin received the B.S. degree from UIN Sunan Kalijaga, Indonesia, in 2013, and the Ph.D. degree from Dongguk University, South Korea, in 2019. He was an Assistant Professor with Dongguk University, from 2019 to 2022. He has been an Assistant Professor with Sejong University, since 2022. With over ten years of experience in industrial artificial intelligence, data intelligence, industrial analytics, and informatics, his research has been published in journals, such as ESWA, AEJ, COMPAG, Food Control, Mathematics, etc. He is listed among Stanford/Elsevier's Top 2% Scientists for 2024 and 2025 in Artificial Intelligence and Image Processing. He serves as a guest editor and a reviewer for Scopus- and SCI-indexed journals.

Keynote Session In Person Time: 09:40 - 10:10. Location: Ömer Korzay Conference Hall
Dr. Mustafa Takaoğlu
Dr. Mustafa Takaoğlu
BİLGEM UEKAE, Turkey
Talk: Next-Generation Approaches in Blockchain Technologies and Institutional Applications
Biography:

He received his bachelor's, master's and doctorate degrees from Istanbul Aydın University, Department of Computer Engineering. Between 2019 and 2022, he worked as an academician and Director of IAU Blockchain Application and Research Center at Istanbul Aydın University and has published numerous academic publications and events. His research interests include data science, data security, distributed ledger technologies, blockchain architectures, blockchain cryptology, tokenization, custody services, CMB regulation studies, blockchain standards studies (ISO), blockchain ethics, distributed ledger technologies based sustainability strategies for regenerative growth. He also lectured at undergraduate level on technology at different universities as part of the Ministry's Sector on Campus Program. As of 2022, he has taken administrative and technical responsibilities as an expert researcher, technical leader and project manager at TÜBİTAK BİLGEM UEKAE Blockchain Laboratory.

Coffee Break In Person Time: 10:10 - 10:30. Location: TBA
Technical Session - 1 In Person Time: 10:30 - 12:30. Location: Room No - 4102
Session Chairs: Dr. Abdulkadir Ünal
10:30
10:45
Paper ID: 100
Detection of Abnormality in Electroencephalogram Signals Using Convolutional Neural Networks
Khaleel, Kareem ; Awad, Mohammed
Presentation: In Person
10:45
11:00
Paper ID: 101
Intelligent Workload Stress Detection in Cloud-Edge Clusters Using Machine Learning
Onwunanzo, Sixtus ; Al-Hubaishi, Mohammed
Presentation: In Person
11:00
11:15
Paper ID: 103
Machine Learning-Based Load Type Classification for Energy Management in the Steel Industry
Kök, Aleyna; Uludemir, Aybüke; Demir, Alper
Presentation: In Person
11:15
11:30
Paper ID: 127
Operational Neural Network Based Neural Style Transfer in Computer Games
COŞ, Ercan; KEÇELİ, Ali Seydi
Presentation: In Person
11:30
11:45
Paper ID: 143
Pattern Discovery in Urban Fire Incidents Using Multi-Year Emergency Response Records
Durmaz, Emiray; İzdal, Denizhan; Öznur, Selen; Şanlılar, Burak; Demir, Alper
Presentation: In Person
11:45
12:00
Paper ID: 237
A Dynamic Cybersecurity Competency Model: Malicious Behavior Analysis with Machine Learning
Kayri, Enes; Balta, Musa
Presentation: In Person
Technical Session - 2 In Person Time: 10:30 - 12:30. Location: Room No - 4104
Session Chairs: Dr. Kemal UCAK
10:30
10:50
Paper ID: 279
Feature-Engineered Multi-Horizon Forecasting of Indonesian Pharmaceutical Stocks
Syafrudin, Muhammad; Fitriyani, Norma Latif ; Gu, Yeonghyeon ; Al-masni, Mohammed A. ; Alfian, Ganjar ; Susanty, Aries
10:50
11:05
Paper ID: 167
A ML-based Framework for Parkinson’s Disease Detection from Video-Based Gait Analysis
Altun, Merve; Atici, Beyza; Kayan, Kubra; Saricicek, Eylul; Imre Kubra; Sert Rukiye; Bilgili Fuat; Sahingoz, Ozgur Koray
Presentation: In Person
11:05
11:20
Paper ID: 169
Do We Need Complex Pipelines for Piezoresistive Tactile Recognition? A Systematic Benchmark with Forensic Dataset Analysis
Bakhit, Zomorodah; Afşin, Ömer ; Acun, Emir; Sönmez, Elena
Presentation: In Person
11:20
11:35
Paper ID: 171
Insights from Emergency Care: A Data Analysis of Esrefpasa Hospital Admissions
İzdal, Denizhan; Çok, Asude Sultan; Demir, Meltem; Aydoğdu, Eda; Köseler, Mehmet ; Erbaş, Ceren ; Çiçek, Fahri Altay; Demir, Alper
Presentation: In Person
11:35
11:50
Paper ID: 170
Automated Quality Assessment of Scientific Publications Using Multi-Task Learning on Fine-Tuned SciBERT
Tleubayeva Arailym; Sarisaray Boluk, Pinar; Zhansaya Makhambetova; Aday Shomanov
Presentation: In Person
11:50
12:05
Paper ID: 179
AI Assisted English Language Assessment and Evaluation: ELMA with Seamless LMS (Moodle) Integration
Acar, Buğra Naim
Presentation: In Person
Technical Session - 3 In Person Time: 10:30 - 12:30. Location: Room No - 5107
Session Chairs: Dr. Fikret Çalışkan
10:30
10:45
Paper ID: 183
The Tell-Tale Turn: Early Stage Vishing Detection Through Temporal Embedding Analysis
Tekin, Alpay; Bozkir, Ahmet Selman
Presentation: In Person
10:45
11:00
Paper ID: 186
Short-Horizon Forecasting of FMCG Sales: A Real-World Use Case
Kaya, Erdem; Bahçeci, Atra Zeynep; Turgut, Zeynep Kezban; Topçu, Berkay
Presentation: In Person
11:00
11:15
Paper ID: 187
NONLINEAR MACHINE LEARNING APPROACHES FOR OCEAN CURRENT SPEED PREDICTION
Durap, Ahmet
Presentation: In Person
11:15
11:30
Paper ID: 196
Curriculum Learning for the Capacitated Vehicle Routing Problem under Multiple Sources of Stochastic Uncertainty
Taş, Rabia; Dosdoğru, Ayşe Tuğba
Presentation: In Person
11:30
11:45
Paper ID: 213
Real-Time ECG Signal Monitoring and Heart Disease Prediction Using Machine Learning
Hodrob, Rami; Obaid, Mahmoud; Abu Alrob, Ibrahim ; Ghannam , Ahmad ; Nazzal, Fayez
Presentation: In Person
11:45
12:00
Paper ID: 214
A Comparative Performance Analysis of Whale Optimization, Particle Swarm Optimization, Differential Evolution, and Genetic Algorithms for the Economic Power Dispatch Problem
SUBAŞI, Nadir; BULUŞ, Halil Nusret
Presentation: In Person
Lunch Break In Person Time: 12:30 - 14:30. Location: Main Cafeteria
Panel Discussion In Person Time: 14:30 - 15:30. Location: Ömer Korzay Conference Hall
Panel Discussion: A New Era in the Crypto Asset Ecosystem: Artificial Intelligence, Blockchain Analytics Systems, and Post-Quantum Security
Moderator
Dr. Mustafa Takaoğlu
Dr. Mustafa Takaoğlu
BİLGEM UEKAE, Turkey
Technical Session - 4 In Person Time: 15:30 - 17:15. Location: Room No - 4102
Session Chairs: Dr. Semih Doğu
15:30
15:45
Paper ID: 217
Hybrid SMOTE–Deep Generative Pipelines for Synthetic Financial Tabular Data: A Comparative Benchmark and Method Selection Framework
Şirin, Uygar; Yıldırım, Savaş
Presentation: In Person
15:45
16:00
Paper ID: 219
Patient-Level Elbow Abnormality Detection: Leakage-Aware Evaluation of Learned Preprocessing, Calibration, and Triage-Oriented Operating Points
Sallam, Ahmed; Kaplan, Ahmet
Presentation: In Person
16:00
16:15
Paper ID: 220
Security analysis of the HAS02 hashing algorithm
Khompysh, Ardabek; Nursulu, Kapalova; Dyusenbayev, Dilmukhanbet
Presentation: In Person
16:15
16:30
Paper ID: 221
Agentic AI-Based Adaptive Indoor Climate Control Using Multi-Agent Systems and Reinforcement Learning
KARAKAYA, Hasan Hüseyin;OMURCA, Sevinç İlhan
Presentation: In Person
16:30
16:45
Paper ID: 23
SATELLITE CONTROL UNDER UNCERTAINTIES: LQR BASED AND LEARNING-AIDED METHODS
Altunsu, Burak ; Çalışkan, Fikret
Presentation: In Person
16:45
17:00
Paper ID: 238
Optimizing State-of-the-art Machine Learning Models for Effective Prediction of Diabetes Mellitus
Maayah, Gina; Hab El-Rumman, Tareq; Alshanik, Farah
Presentation: In Person
Technical Session - 5 In Person Time: 15:30 - 17:15. Location: Room No - 5101
Session Chairs: Dr. Muhammed Davud
15:30
15:45
Paper ID: 244
Dynamic Customer Segmentation and Smart Campaign Recommendation System in Digital Wallets
UYSAL, FERHAT; Uysal, Ferhat Musa
Presentation: In Person
15:45
16:00
Paper ID: 248
Analysis of Riemann–Liouville Fractional Integral Type Exponential Sampling Operators and Their Applicability in Image Processing
Berisha, Artan
Presentation: In Person
16:00
16:15
Paper ID: 254
A Test Time Compute DSL based Program Search Approach using Small Language Models with RAG
Akay, Bekir; Tanrıöver, Ömer Özgür; Özdemir, Zeynep
Presentation: In Person
16:15
16:30
Paper ID: 260
A Systematic Evaluation of Ensemble Strategies for YOLO-Based Pulmonary Nodule Detection
Gökcan, M. Taha; Varlı, Songül
Presentation: In Person
16:30
16:45
Paper ID: 64
Uncovering Research Themes in Machine Learning Applications for Concrete Technology: A Topic Modelling Approach
Haggag, May; Abdelhady, Karim
Presentation: In Person
16:45
17:00
Paper ID: 70
Intelligent Auction Bid Recovery: A Multi-Channel Engagement System for Lost Bidders in B2B Vehicle Marketplaces
Bayracı, Selçuk; Öztürk, Uğur Barış; Bilgin, Turgay Tugay
Presentation: In Person
17:00
17:15
Paper ID: 25
Practice-Based Learning of Medical AI through Cognitive Chatbots for Non-CS Students
Bengueddach, Asmaa
Technical Session - 6 In Person Time: 15:30 - 17:15. Location: Room No - 5107
Session Chairs: Dr. Wadhah Zeyad Tareq
15:30
15:45
Paper ID: 80
Log Anomaly Detection Using A Self-Adaptive Attention Model-Based Dynamic Thresholding Decision Mechanism
Özbağ, Cemanur ; Kurt, Melike
Presentation: In Person
15:45
16:00
Paper ID: 81
MRMS-Net and LMRMS-Net: Scalable Multi-Representation Multi-Scale Networks for Time Series Classification
Alagöz, Celal; Kurnaz, Mehmet; Aadil, Farhan
Presentation: In Person
16:00
16:15
Paper ID: 83
Lightweight Symmetric Block Cipher CF: Structure, Key Schedule, and Avalanche Properties
Algazy, Kunbolat; Sakan, Kairat; Kapalova, Nursulu
Presentation: In Person
16:15
16:30
Paper ID: 88
LiteHAR-Generator: A Survey-Independent Parametric Testbed for Non-Stationary Activity Data Synthesis
Şen, Bilal; Kaynak, Sümeyye; Kaynak, Baran
Presentation: In Person
16:30
16:45
Paper ID: 99
Learning-Augmented Truthful Auctions for Energy-Aware 5G/6G Network Slicing: A Machine Learning Approach to RAN Resource Optimization
Adepoju, Peter; Al-Hubaishi, Mohammed
Presentation: In Person
16:45
17:00
Paper ID: 76
Exploring Summarization Strategies for Long-Text Classification in German: An Evaluation with gBERT and GottBERT
Moayedi Azarpour, Ali; Varoğlu, Ekrem
Closing Ceremony In Person Time: 17:15 - 17:45. Location: Ömer Korzay Conference Hall
Saturday, May 16, 2026 Day - 2
Keynote Session Online Time: 09:00 - 09:30. Location: Virtual Room -1
Join Session
Dr. Marwa Ben Ali
Dr. Marwa Ben Ali
Sustainable Manufacturing Lab · Free University of Bolzano (unibz)
Talk: AI-Driven Energy Management: Bridging ISO 50001 and Intelligent Industrial Systems
Abstract:As industries race toward the dual digital and green transition, AI is reshaping how organisations monitor, audit, and optimise energy consumption. This keynote bridges the gap between established energy management frameworks — such as ISO 50001 — and the emerging landscape of AI-powered tools, IoT-enabled monitoring, and data-driven decision-making. The talk shows how AI transforms the classical energy audit into a dynamic, intelligent process, and what this means for different stakeholders.
Biography:

Dr. Marwa Ben Ali holds a diploma in Electrical Automation Engineering and a doctoral degree in Electrical Engineering, with a focus on new energy vehicle technologies. She is currently serving as a senior postdoctoral researcher and lecturer. She has participated in different funded research projects, with outputs including articles in international journals, book chapters, and conference papers. She actively contributes to the scientific and program communities through committee roles at international conferences. At the Sustainable Manufacturing Lab, her work focuses on decarbonising manufacturing processes and accelerating the transition to sustainable mobility solutions, contributing to a cleaner and more reliable environment.

Technical Session - 7 Online Time: 09:30 - 11:45. Location: Virtual Room -1
Join Session
Session Chairs: Dr. Waleed M. Ead
09:30
09:45
Paper ID: 176
Probing Architectural Determinism: Are LLMs Biased by Design?
Kurnaz, Ahmet
Presentation: Online
09:45
10:00
Paper ID: 122
An Autonomous Multi-Model Framework for Quantifying Jailbreak Vulnerabilities in Large Language Models
Satır, Furkan; Serçe, Atakan; Onan, Aytuğ
Presentation: Online
10:00
10:15
Paper ID: 180
Modeling Longevity: Machine Learning Insights into Global Life Expectancy Using Socioeconomic Indicators
Eren, Erol Oray; Çetinkaya, Cem; Kaya, Tolga
Presentation: Online
10:15
10:30
Paper ID: 181
Natural Language Processing for Cultural Heritage: Conversational AI and Semantic Access in enterprise museums and digital archives
Librandi, Francesca
Presentation: Online
10:30
10:45
Paper ID: 182
Managing Autonomy and Human-Machine Collaboration in Military Robotic Systems Through Immersive Technologies
Hsaina, Abdelhamid
Presentation: Online
10:45
11:00
Paper ID: 119
Bias Injection and Trust Leakage in LLM-Assisted Peer Review
Tasdelen, Abdulkadir
11:00
11:15
Paper ID: 124
Student-Project allocation with Multi-Stakeholder preferences: A Mixed Integer Linear Programming approach
Lam, Le Dinh Nhat; Son, Trang Hong; Truong, Do Si; Lang, Tran Van; Huynh-Tuong, Nguyen
Presentation: Online
11:15
11:30
Paper ID: 184
A Hybrid VAE–Normalizing Flow Approach for Motion Classification Using Time–Frequency-Based Features from IMU and LiDAR Data
Beken, Gökçe Nur; Bolat, Bülent; Düdükçü, Hatice Vildan; Çimen, Sibel
Presentation: Online
11:30
11:45
Paper ID: 185
Developing Hybrid Models Using Explainable Artificial İntelligence Methods
Yurtsever, Gizem; Yıldırım, Güngör
Presentation: Online
Technical Session - 8 Online Time: 09:30 - 11:45. Location: Virtual Room - 2
Join Session
Session Chairs: TBA
09:30
09:45
Paper ID: 102
Multimodal Explainable AI for Early Coronary Artery Disease Risk Stratification Using Clinical Text and Routine Laboratory Data
Jaradat, Majdi; Awad, Mohammed
Presentation: Online
09:45
10:00
Paper ID: 188
A Deep Learning Framework for Lung Cancer Classification using Data Harmonization and GAN-Based Augmentation
ÇOBAN, Sarp; Cömert, Zafer; Karaoğlan, Kürşat Mustafa; Karadeniz, Alper Talha; Toğaçar, Mesut; Mangan, Elif; Arslan Aksu, Esra
Presentation: Online
10:00
10:15
Paper ID: 190
AMPDDA: Automated Meta-Path based Drug-Disease Association prediction using Graph Transformer Networks
Nebiyu Daniel Yohannes and Murat Ekinci
Presentation: Online
10:15
10:30
Paper ID: 194
Following Ariadne's Thread: Inducing Spatial Reasoning in LLMs Through Maze Navigation
Aktaş, Selim; Erdem, Yusuf; Kesgin, Toprak; Yüce, Kaan; Amasyali, Fatih
Presentation: Online
10:30
10:45
Paper ID: 195
Machine Learning-Based Incident Prediction for Proactive Cybersecurity Risk Management
Ersoy, Pınar; Erşahin, Mustafa
Presentation: Online
10:45
11:00
Paper ID: 141
Regional SMEs and AI Adoption Readiness
Foroughi, Abbas
Presentation: Online
11:00
11:15
Paper ID: 198
Deep Reinforcement Learning Aided Patch Selection for Person Re-Identification
Bağcılar, Yunus Alper; Keçeli, Ali Seydi
Presentation: Online
11:15
11:30
Paper ID: 199
AGSE-ResUNet: A Robust Hybrid Dual-Attention Architecture for Multi-Class Brain Tumor Segmentation
Özsaraç, Pembegül; Kurban, Rifat
Presentation: Online
11:30
11:45
Paper ID: 93
Design of Reconfigurable Microstrip patch antenna with Defected Ground Structure (DGS) for Satellite Networking
Oleiwi, T.
Technical Session - 9 Online Time: 09:30 - 11:45. Location: Virtual Room - 3
Join Session
Session Chairs: TBA
09:30
09:45
Paper ID: 200
A Robust Metaheuristics for the Electric Vehicle Routing Problem with Time Windows
EVMEZ, Boran Dora; ASLAN YILDIZ, Özge
Presentation: Online
09:45
10:00
Paper ID: 201
Multimodal Models Can See, But Can They Think? A Study of Turkish Visual Reasoning
Süle, Berke; Aygan, Yavuz ; Zeer, Ahmed; İnce, Elif; Temizsoy, Ali; Ağar, Özgür; Kesgin, Toprak; Yüce, Kaan; Amasyalı, Fatih
Presentation: Online
10:00
10:15
Paper ID: 202
Deep-Nav: GPS-Denied Visual-Inertial Navigation for UAVs in Electronic Warfare Environments
ODEH, NASER; ASLAN YILDIZ, Özge
Presentation: Online
10:15
10:30
Paper ID: 203
Machine Learning-Based Prediction of Antibiotic Prescribing Decisions in Urinary Tract Infections
Baştürk, Meliha; Köse, Bayram
Presentation: Online
10:30
10:45
Paper ID: 204
Android Malware Classification via Static Analysis on an Up-to-Date Dataset with Optimized Feature Selection
Ozyurt, Halime ; Sahingoz, Ozgur Koray ; Akkok, Selma
Presentation: Online
10:45
11:00
Paper ID: 205
An Optimized Deep Learning Approach for Malware Detection Using 2D Image Representation of Malwares and PSO
Aslantaş, Muharrem; Çalık Beyazıt, Esra; Şahingöz, Özgür Koray
Presentation: Online
11:00
11:15
Paper ID: 207
MODELING CROPLAND C AND N₂O EMISSIONS IN AYEYAWADDY WITH MACHINE LEARNING
uyar, nehir; Uyar, Azize
Presentation: Online
11:15
11:30
Paper ID: 208
DotProposal: AI-Driven Web Application for Automated Freelance Project Proposal Generation and Budget Estimation
ASLAN YILDIZ, Özge; Gürsoy, Yusuf
Presentation: Online
11:30
11:45
Paper ID: 98
Modeling Coupled Constraint Relaxation in AI, Quantum Computing, and Fusion Energy: A Scenario-Based Risk Framework
Günay, Murat
Keynote Session Online Time: 11:45 - 12:15. Location: Virtual Room -1
Join Session
Dr. Carmela Bernardo
Dr. Carmela Bernardo
University of Sannio, Benevento, Italy
Talk: Fake News Analysis Through Topic Modeling and Graph-Based Centrality
Biography:

Carmela Bernardo received the Bachelor’s and Master’s degrees in Computer Engineering from the University of Sannio, Benevento, Italy, in 2015 and 2018, and the Ph.D. in Systems and Control Engineering from the same university in 2022. From 2022 to 2024, she was a Postdoctoral Researcher at Linköping University, Linköping, Sweden, Sweden. Since 2024, she has been a Postdoctoral Researcher at the University of Sannio, Benevento, Italy. Her research interests include dynamics of networked systems and complex network analysis.

Technical Session - 10 Online Time: 12:15 - 14:45. Location: Virtual Room -1
Join Session
Session Chairs: Muhammad Atif Saeed
12:15
12:30
Paper ID: 209
A Compact Comparative Evaluation of Multimodal Reasoning Models for Mechanism Interpretation and Industrial Defect Analysis
Koyun, Furkan Turan; Onan, Aytuğ
Presentation: Online
12:30
12:45
Paper ID: 210
Predicting Time to Acceptance for Academic Manuscripts Using Long-Document Transformers
KARAKUŞ, AHMET TURAN; İSMAİLOĞLU, FIRAT
Presentation: Online
12:45
13:00
Paper ID: 142
Identifying AI-Generated Code Through AST-Based Stylometric Feature Analysis: A Case Study on Python
Ulusoy, Emir; Bayrak, Berkan; Onan, Aytuğ
Presentation: Online
13:00
13:15
Paper ID: 108
Mathematical Modeling Of Fuzzy Communication In Multi-Worker Systems Based On Pseudoanalog Signals
Lavrik, Volodymyr; Alieksieieva, Haнна; Zhyhir, Viktoriia; Antonenko, Oleksandr; Moroz, Moroz
Presentation: Online
13:15
13:30
Paper ID: 144
Can You Detect the Difference? Detecting Diffusion vs. Autoregressive AI-Generated Text
Tarim, Ismail; Onan, Aytug
Presentation: Online
13:30
13:45
Paper ID: 218
Multi-Label Weakly Supervised Change Classification
demir, idris; karaca, ali can
Presentation: Online
13:45
14:00
Paper ID: 150
A Comparative Analysis of CNN and Vision Transformer Models for Breast Ultrasound Classification with Domain Adaptation
Dilber, Muhammed; Babuz, Ceyda; Bilgin, Gökhan
Presentation: Online
14:00
14:15
Paper ID: 283
Hierarchical Deep Learning Framework for Brain Tumor MRI Classification
Inshaal, Aliyah; Qamar, Ahmed; Raza, Aamir; Atiq, Azka; Jamil, Akhtar; Hameed, Alaa Ali; Saeed, Muhammad Atif
14:15
14:30
Paper ID: 284
Deep Learning-Based Predictive Auto-Scaling for Cloud Resource Management via CNN-BiLSTM-Attention Framework
Maryam, Rooma; Zahid, Saman; Arif, Haroon; Sajid Ali, Abdul Karim; Jamil, Akhtar; Hameed, Alaa Ali; Saeed, Muhammad Atif
14:30
14:45
Paper ID: 159
AI in Modern Communication Systems: Applications, Challenges, and Future Directions
KARAOĞLAN, Betül; GUNESER, Muhammet Tahir
Technical Session - 11 Online Time: 12:15 - 14:45. Location: Virtual Room - 2
Join Session
Session Chairs: TBA
12:15
12:30
Paper ID: 223
From Binary to Multi-Class: A Supervised PCA-SVM Framework for Multi-Class Classification
Soleimani, Faezeh; Bidi, Saeed
Presentation: Online
12:30
12:45
Paper ID: 228
Bone Fracture Detection from X-ray Images Using a Large-Scale Hybrid Dataset and EfficientNet-Based Framework
YAŞAR ÇIKLAÇANDIR, Fatma Günseli; Karabiber Cura, Özlem; Orhan, Metehan ; Döner, Huzeyfe Enes
Presentation: Online
12:45
13:00
Paper ID: 156
Prostate Cancer Grading in Whole Slide Histopathology Images via Supervised Contrastive Learning and Attention-based Multiple Instance Learning
Gural, Busra ; Bilgin, Gokhan
Presentation: Online
13:00
13:15
Paper ID: 230
Adaptive Process Consistency for Cross-Domain Deployment Assessment in Predictive Maintenance
Sharma, Aman; Sim, Kwan Yong; Chandrasekaran, Sivachandran
Presentation: Online
13:15
13:30
Paper ID: 231
Cross-Domain Reliability of Predictive Maintenance Decisions
Sharma, Aman; Sim, Kwan Yong; Chandrasekaran, Sivachandran
Presentation: Online
13:30
13:45
Paper ID: 157
An Evaluation for the Melanoma and Melanoma-Like Nevi Classification
Arpacı, Saadet ; Varlı, Songül
Presentation: Online
13:45
14:00
Paper ID: 109
Towards Trustable Smart Honey Value Chains: A Pilot Data Mining Framework for Regional Profiling Incorporating Flora Phenology
ÖZKAN, MUHAMMET EMRE ; AYDIN, ŞAHİN
Presentation: Online
14:00
14:15
Paper ID: 241
Pedestrian Orientation Detection with Eight Direction Classes for Road Safety
VALL KHEIR, Zeinebou; Dafrallah, Safaa ; Amine, Aouatif
Presentation: Online
14:15
14:30
Paper ID: 152
AI Applications in Refractive Error Research: A Bibliometric State-of-the-Art Review Paper
Türkan, Güher; Kalender , Zeynep Tuğçe; Er, Merve
Presentation: Online
14:30
14:45
Paper ID: 285
A Situation-Aware Statistical Framework with Information-Theoretic Safety for Lightweight Empathetic Conversational AI in Mental Health Support
Khurshid, Fatima; Jamil, Akhtar; Hameed, Alaa Ali
Technical Session - 12 Online Time: 12:15 - 14:45. Location: Virtual Room - 3
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Session Chairs: Dr Rachna Behl
12:15
12:30
Paper ID: 243
Utilizing Variational Autoencoders for Data Balancing in Text Classification
Çataltaş, Mustafa; Kızıldağ, Beyza; Baykan, Ömer Kaan; Akhan Baykan, Nurdan
Presentation: Online
12:30
12:45
Paper ID: 161
DiffGenMed-VQA: A Diffusion Language Model–Based Medical Visual Question Answering System
Özel, Ahmet Barış; Özçetin, Ali Ekin; Güner, Mert; Onan, Aytuğ
Presentation: Online
12:45
13:00
Paper ID: 163
Artificial Intelligence in Banking sector: a Consumer and Managerial Perspective within the Italian Market
Pagnanelli, Maria Anna; Notte, Antonella; Federico, Domenica
Presentation: Online
13:00
13:15
Paper ID: 252
An Iterative VGG16-Based EGDENet for Remote Sensing Change Detection
Büyüktolluoğlu, Hadiye; Babalık, Ahmet
Presentation: Online
13:15
13:30
Paper ID: 113
Predicting Learning Styles from Personality Traits using Fuzzy Support Vector Machines
Kamil, Mohammad; CAKIR, Duygu
Presentation: Online
13:30
13:45
Paper ID: 256
Hyperspectral Classification through Stratified Volumetric Patching and Genetic Algorithm-Based Dimensionality Reduction
ALSHARQI, Mustafa; BİLGİN, Gökhan; Alofari, Shireen
Presentation: Online
13:45
14:00
Paper ID: 257
ARTIFICIAL INTELLIGENCE IN THE CONSERVATION OF CULTURAL HERITAGE
Doğan, İbrahim; DABANLI, Ömer
Presentation: Online
14:00
14:15
Paper ID: 165
An Intrusion Detection System for 5G/6G Networks: Design and Performance Evaluation
Mutlu, Gökay; Rihani, Neşe; Mutlu, Miray Sude; Şahingöz, Özgür Koray; Çalık Bayazıt, Esra
Presentation: Online
14:15
14:30
Paper ID: 155
AI Agents for Tokenized Finance: Regime Detection, Risk Management, and Governance in Blockchain Platforms
Stiefenhofer, Pascal; Deniz, Cafer
14:30
14:45
Paper ID: 105
Image Segmentation and Fractal Feature Engineering for AI-Assisted Pavement Crack Analysis
Abid, Rana; Al-Younis, Wardeh ; Trrad, Issam; Daraiseh, Ammar
Technical Session - 13 Online Time: 14:45 - 17:15. Location: Virtual Room -1
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Session Chairs: TBA
14:45
15:00
Paper ID: 52
Explainable Multi-Agent Ethical Framework for Sustainable and Transparent Beekeeping Management
Cavdaroglu, Gülsüm; Aydın, Şahin
Presentation: Online
15:00
15:15
Paper ID: 58
Image-Guided Surgical Navigation Using a Hybrid RRT*–Spline Motion Planning Framework with Curvature-Aware LQR/MPC Tracking
Bucak, Ihsan; Aliyev, Maftun
Presentation: Online
15:15
15:30
Paper ID: 60
Integrating ConvNeXt V2 and FCMAE for Automated Oral Cancer Diagnosis and Explainability
Aboelnaga, Moustafa
Presentation: Online
15:30
15:45
Paper ID: 166
A Zero-Shot Multi-Agent LLM Framework for Intelligent Email Spam Detection
Rihani, Neşe; Mutlu, Gökay; Çalık Bayazıt, Esra; Şahingöz, Özgür Koray
Presentation: Online
15:45
16:00
Paper ID: 67
Holographic Resilience in Primary Care: Addressing Data Sparsity in Risk Prediction via Hyperdimensional Computing (HDC)
İnan, Muhammed; Aypak, Cenk
Presentation: Online
16:00
16:15
Paper ID: 115
Blind Reconstruction of Duffing-Based Chaotic Speech Encryption Using ESN and TCN
Ceylan, Süleyman Efe; Yiğit, Ömer;Demirel, Yunus Emre; Tosyalı, Eren; Öniz, Yeşim;
Presentation: Online
16:15
16:30
Paper ID: 72
Progressive LRP-Guided Attention Masking for Explainable Diabetic Retinopathy Detection
Mahfoudh, Mohamed Idriss; CAKIR, Duygu
Presentation: Online
16:30
16:45
Paper ID: 74
Decolonial Policy Responses to AI Concentration: Sectoral Dynamics, Regional Disparities, and Governance Frameworks for Equitable Generative AI Innovation
Dundar Aravacık, Esra; Burmaoglu, Serhat; Polat, Furkan Oguzhan ; Soyler, Arif
Presentation: Online
16:45
17:00
Paper ID: 222
An LLM-Integrated CI/CD Pipeline Architecture for Multi-Dimensional Automated Code Review in GitLab Pipelines
Efendioglu Altuntas, Nevin CanselAlan, UgurReis, Tolga
17:00
17:15
Paper ID: 153
Streaming Membership Inference Attack (SMIA): Identifying Privacy Vulnerabilities in Dynamic Machine Learning Models
Baysal, Engin
Technical Session - 14 Online Time: 14:45 - 17:15. Location: Virtual Room - 2
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Session Chairs: TBA
14:45
15:00
Paper ID: 117
Enhancing Automated Cybersecurity Incident Response with Specialized LLMs and Retrieval-Augmented Generation
Sabur, Abdulhakim; Albalawi, Rahaf ; 4111059, Raghad Alferaidi; Shawoosh, Asma; Alraddadi, Ihdaa ; Alharbi, Lujain
15:00
15:15
Paper ID: 120
STELA: Spatial-Temporal Embedding via Learned Adjacency
Delgado, Rosario; Sánchez-Delgado, Héctor
15:15
15:30
Paper ID: 168
An LLM-Driven Framework for Video Summarization with Prompt-Based Transformation and Synchronized Dubbing
Yücel, Türkan Sena; Kesgin, Himmet Toprak; Amasyalı, Mehmet Fatih
15:30
15:45
Paper ID: 172
A Distributed ROS2 Architecture for Resource-Constrained Autonomous Navigation Using Hybrid Perception
Sel, Gizem; Gultekin, Dilara ; Kahraman, Melis ; Ayyildiz, Sukru; Tareq, Wadhah Zeyad ; Piskin, Senol
15:45
16:00
Paper ID: 173
A dive into AI based method for combating cyberbullying in Arabic context
Al Maskari, Sanad
16:00
16:15
Paper ID: 96
Physical-Layer Encryption via Chaotic Metasurface Modulation for Secure 5G/6G Cognitive Radio Networks
Oleiwi, T.
16:15
16:30
Paper ID: 151
Design and Evaluation of a Custom Multiply–Accumulate Instruction in a RISC-V Processor
Osmanoğlu, Hüsamettin; Alhelou, Ibrahim; UTEBAY, Hasan
16:30
16:45
Paper ID: 118
Efficient and reliable network segmentation in 5G networks using deep learning
Tursunbek, Akzhan ; SAOUD, Bilal; Shayea , Ibraheem ; A. El-Saleh, Ayman
16:45
17:00
Paper ID: 191
Load balancing based on AI in ultra densfaction heterogeneous networks
Zhumageldinov, Danial ; SAOUD, Bilal; Shayea, Ibraheem ; A. El-Saleh, Ayman
17:00
17:15
Paper ID: 131
Topological Feature-Enhanced Churn Prediction: A Comparative Study of Machine, Deep, and Hybrid Learning Models
savci, dilara; Cicek, Gulay
Technical Session - 15 Online Time: 14:45 - 17:15. Location: Virtual Room - 3
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Session Chairs: Dr. Alaa Ali Hameed
14:45
15:00
Paper ID: 78
Ambient Intelligence-Based Image Enhancement and Object Detection for Smart Vehicles in Adverse Weather Conditions
Toren, Murat; Mollahasanoglu, Hakki; Asan, Berkutay
15:00
15:15
Paper ID: 85
An Extensive Error Analysis of a Thermal Power Plant, using Neural Network Methodology
Ntantis, Efstratios; Xezonakis, Vasileios
15:15
15:30
Paper ID: 86
Design, Digital Twin Modeling, and Experimental Validation of an Autonomous Agricultural Spraying Multicopter
Koç, Caner; Tırpan, Abdullah; Gerdan Koc, Dilara
15:30
15:45
Paper ID: 89
Hybrid Fuzzy-PID Control for PV-Wind Renewable Energy Systems with GWO Optimization
Oleiwi, T.
15:45
16:00
Paper ID: 90
Per-Breast Cancer Classification using Transfer Learning with Vision Mamba
Asoh-Itambi, Clinton; Bilgin, Gokhan
16:00
16:15
Paper ID: 94
Analyzing Channel Performance of AM-Based Audio Transmission via Reconfigurable Antennas and EMD-HHT Denoising
Oleiwi, T.
16:15
16:30
Paper ID: 95
Distributed Optimization Algorithm for Resource Allocation in MIMO Network with Intelligent Reconfigrable Surfaces
Oleiwi, T.
16:30
16:45
Paper ID: 236
A Comparative Study of Imbalance-Handling Strategies for Fine-Grained Arabic Emotion Classification in Disaster-Related Tweets
Alshanik, Farah; Bani Yaseen, Naba; Obeidat, Rasha
16:45
17:00
Paper ID: 253
Deep Learning-Based Facial Expression Recognition for Hijabi and Non-Hijabi Faces
ALMAHASHI, BATOOL; Obeidat, Rasha; Almadi, Wajd; Arar, Shatha; AlShanik, Farah; Aldamen, Samira
17:00
17:15
Paper ID: 164
AI- Driven Neurocomputing Networks for Urinary Tract Infection Transmission Model
Chaudhary, Naveed Ishtiaq; Mukhtar, Aqib; Mehmood, Khizer; Raja, Muhammad Asif Zahoor
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