PROJECTS

M. Gökhan Bakal (Project Leader):

• Text Classification Using Complete Subgraphs Formed Through N-Gram Attributes, TÜBİTAK 3501 (122E103), 2022-2024

Abdulkadir Köse (Project Leader):

• (TRACE-V2X) Smart and Proactive Multi-RAT Traffic Steering for V2X,  Grant agreement ID: 101131204, MSCA-Staff Exchange. Proje Başlangıç/Bitiş: 2025-2027.

V. Çağrı Güngör (Project Leader):

• Reliable Communication in Wireless Underwater Acoustic Sensor Networks, TÜBİTAK 1001 (114E248), 2015-2018
• Development of a Low-Energy Wireless System for Structural Health Monitoring, TÜBİTAK 1505 (5140062), 2015-2017

Zafer Aydın (Project Leader):

• Protein Target Structure Prediction with Enriched Attributes and Machine Learning Methods, TÜBİTAK 3501 (113E550), 2014-2017

Burcu Bakır Güngör (Project Leader):

• Machine Learning-Based Stock Investment Recommendation Platform Considering Social Media, News, Basic and Technical Analyses, TÜBİTAK 1501 (3230482)
• “Sosyal Medya, Haber, Temel Ve Teknik Analizleri Dikkate Alan Makine Öğrenmesi Temelli Hisse Senedi Yatırım Tavsiye Platformu”, TUBITAK TEYDEB 1501, Project No: 3230482, 01.01.2024-31.12.2026.

Rifat Kurban (Project Leader):

• Development of AI-Supported Water Management Software Platform, TÜBİTAK 1501
• Development of Remote Pump Control and Water Systems Monitoring Device with Internal Flowmeter, TÜBİTAK 1501
• Beam Splitter-Based Automatic Image Capture System for Depth of Field Enhanced Imaging and Stereoscopic 3D Video Production, Ministry of Science, Industry and Technology - Techno-Entrepreneurship Capital Support Program
• Robust Image Watermarking with Discrete Cosine Transform DC Components, Research Project Supported by Higher Education Institutions
• Segmentation of Point Clouds Obtained from 3D Sensors, Research Project Supported by Higher Education Institutions
• Parallel Programming-Based Multi-Focused Image Fusion on Graphics Processors, Research Project Supported by Higher Education Institutions
• İçme Suyu Şebekeleri için Ultrasonik Akışölçer Cihazı ve Kayıp-Kaçak Azaltımı için Yazılım Modülü Geliştirilmesi (Development of Ultrasonic Flowmeter Device and Software Module for Loss-Leakage Reduction for Drinking Water Networks)  TÜBİTAK 1501, 2024-2026.

Zafer Aydın ( Project Personnel ):

• Determination of Soil Texture Using Image Processing Techniques and Texture-Based Fertilizer Recommendation", The Scientific and Technological Research Council of Turkey (TUBITAK), 1507 SME R&D Startup Support Program, PI: Gülay Yalçın, 13 March 2026-31 January 2027.

Zafer Aydın (Researcher):

• Analyzing Hydrogen Embrittlement Problem by Molecular Dynamics Simulations with Realistic Hydrogen Distribution and Artificial Intelligence Integration, The Scientific and Technological Research Council of Turkey (TUBITAK), 1001 The Scientific and Technological Research Projects Funding Program, PI: Burak Bal, April 2024-October 2026.

• Creating Personalized Follow-up Report for Autosomal Dominant Polycystic Kidney Disease Progression Using Metabolomic Machine Learning Approaches, TÜBİTAK 1001, 2022-2025
• AI-Supported Prognostic Marker Detection from Colonoscopy and Histopathology Images for Colon Polyps, TÜBİTAK 1001, 2021-2023

Burcu Bakır Güngör (Researcher):

• AI System for Smart Traffic Management at Multiple Intersections, TEYDEB 1501 (3220798)
• Integrated Transcriptomic, Proteomic and Machine Learning Approach to Determine ukRNA XIST's Role in MS Etiopathogenesis Using Human Vascular Brain Organoids, TEYDEB 1001 (124Z081)
• Recombinant Antimicrobial Peptide Production, TÜBİTAK 1001 (120Z565)
• “An Artificial Intelligence System for Intelligent Traffic Management at Multiple Intersections”, TUBITAK TEYDEB 1501, Project No: 3220798, 30.03.2023-31.12.2025.
• “İnsan vasküler beyin organoidleri kullanarak ukmRNA XIST'in MS etiyopatogenezindeki rolünü belirlemeye yönelik bütünleştirici transkriptomik, proteomik ve makine öğrenimi yaklaşımı”, TUBITAK 1001, Project No: 124Z081.

Rifat Kurban (Researcher):

• Energy Efficiency Optimization in Water Supply Systems with Hybrid Methods, TÜBİTAK 1501
• Real-Time Color Analysis and Error Detection in Centrifugal Under-Age Sugar, Ministry of Industry (SAN-TEZ) Project
• Development of New Intelligent Image Fusion Techniques, Research Project Supported by Higher Education Institutions
• New Image Fusion Method to Increase Limited Depth of Field, Research Project Supported by Higher Education Institutions
• New Image Fusion Methods Based on Block Selection in Picture Space, Research Project Supported by Higher Education Institutions
• Remote Patient Monitoring Device and Software Design, Research Project Supported by Higher Education Institutions
• Classification of Apple Species in Yahyalı Region Using Image Processing Methods, Research Project Supported by Higher Education Institutions
• New Technologies and Material Development in Distance Education, Research Project Supported by Higher Education Institutions

Abdulkadir Köse (Researcher):

• Effective Use and Optimization of UAV-Based Mobile Base Stations after Earthquakes, TUBİTAK 1001  (124M630), 2025-2027

Abdulkadir Köse (Advisor):

• 6G Self Organising and Managing Open Radio Access Network, TUBİTAK 1509 (EU Celtic-Next), 2024-2027

Zafer Aydın (Advisor):

• Telemetric Embedded System Design and Development Supporting Multiple Communication Interfaces for Electricity Loss-Leakage Analysis and Demand Prediction, TÜBİTAK 1501, 2013-2015

Burcu Bakır Güngör (Advisor):

• Identification of Nanocores Specific to Trueperella Pyogenes Pyolosin Toxin Using Proteogenomic Approaches, TÜBİTAK 1001 (121O664)
• RNA Sequence Analysis in Normal Weight and Obese Celiac Patients and Development of a New Functional Enrichment Tool in the Analysis Process, TUSEB (32493)

Aslı Eyecioğlu Özmutlu (Researcher):

• Fuzzy Logic-Based Approaches in Decision-Making Problems and AI-Enhanced Applications, TÜBİTAK 4005 (7.12.2025-7.12.2026)