Projects

Some recent projects of the VERİM members are listed below:

ACADEMIC PROJECTS:

• 2023-2025 EuroCC 2: "National Competence Centers in the Framework of EuroHPC", Coordinator: TÜBİTAK, Partner Institutes: Sabancı University, Middle East Technical University, Istanbul Technical University
• 2023-2026 CHIST-ERA IV: "Using Content and Network Information to Detect, Understand and Prevent Online Manipulation", O. Varol (Coordinator)
• 2023-2025 TÜBİTAK 1001 Project (No: 122E500) Development of Zero/Low Mixed Learning-Based Prediction Tools for the Dark Phosphoproteome, Ö. Taştan (Coordinator)
• 2020-2022 EuroCC: "National Competence Centers in the Framework of EuroHPC", Coordinator: TÜBİTAK, Partner Institutes: Sabancı University, Middle East Technical University, Istanbul Technical University
• 2022-2025 EuropAid: "Utilizing digital technology for social cohesion, positive messaging and peace by boosting collaboration, exchange and solidarity", B. Yanıkoğlu, R. Yeniterzi, A. Terzioğlu (Coordinators)
• 2022-2025, TÜBİTAK 1001: "Machine Learning Applications for Learning Product Valuations in Package Pricing Problem", Ezgi Karabulut Türkseven (Coordinator)
• 2022-2025 TÜBİTAK 2247-D: "Developing systems for coordination and automated behaviour detection on online social networks", Onur Varol (Coordinator)
• 2022-2024 TÜBİTAK 1001 Project (No:122E399): "Recognition of Ottoman Documents with Deep Learning", B. Yanıkoğlu (Coordinator)
• 2021-2024 TÜBİTAK 1001 Project (No: 121E386): ''End-to-End Neural Entity Association System with Entitypedia and Entitybert'', Reyyan Yeniterzi (Coordinator)
• 2021-2023 TÜBİTAK 3501: "Monte Carlo Methods for Data Privacy Applications", Sinan Yıldırım (Coordinator)
• 2020-2023 TÜBİTAK İkili İşbirliği (No:119E358): "A Deep Learning Based Hate Speech Recognition System: A Comparative Analysis of Turkey and Tunisia", B. Yanıkoğlu (Coordinator)
  • The hate speech datasets collected within the project 119E358 can be downloaded with permission from https://drive.google.com/drive/folders/1OYq1YLF7suQ-iPd32d61ocTj92G_RKD2?usp=drive_link
• 2020-2023 (H2020-JTI-EuroHPC): ''SparCity: An Optimization and Co-design Framework for Sparse Computations'', Partners: Koç University (Turkey), Sabancı University (Turkey), Simula Research (Norway), INESC (Portugal), Ludwig Maximilians University (Almanya), Graphcore (Norveç)
• 2020-2022 (H2020-JTI-EuroHPC) EuroCC: "National Competence Centers in the Framework of EuroHPC", Coordinator: TÜBİTAK, Partner Institutes: Sabancı University, Middle East Technical University, Istanbul Technical University
• 2020-2022 TÜBİTAK 1001 (No:119E429): "Classifying and Sorting Semantic Facial Attributes with Deep Learning", B. Yanıkoğlu (Coordinator)
• 2020-2022 TÜSEB, "Synergistic miRNA Detection Platform for Cancer miRNA Therapies", Ö. Taştan (Coordinator)
• 2020-2021 TÜBİTAK 1001 (No: 120E165): "Automatic Image Recognition System for the Detection of COVID-19 Infection with Computed Tomography", B. Yanıkoğlu (Coordinator)
• 2018-2021 TÜBİTAK 3501 (No:117E140): "Discovery of Cancer Patient Subgroups with Functional Graph Kernels", Ö. Tastan (Coordinator)
• 2018-2021 TÜBİTAK 1003: "Innovative Database Management Systems'', Sinan Yıldırım (Coordinator)
• 2018-2020, TÜBİTAK 3501 (No: 117E249): "High-Performance Computing Algorithms for the Hypergraph Fragmentation Problem", K. Kaya (Coordinator)
• 2015-2017, TÜBİTAK 2232 (No: 115C018): "High-Performance Big and Streaming Data Analysis", K. Kaya (Coordinator)

INDUSTRY PROJECT and CONSULTANCIES:

• 2023, MORPA, ''State-of-the-art on OCR'', Berrin Yanıkoğlu
• 2023, T4 Analytics, "Advanced Data Analytics", Onur Varol
• 2023, Akbank, ''Advanced Data Analytics'', H. Sait Ölmez
• 2022/3-2022/12, EnerjiSA, "Advanced Data Analytics", İnanç Arın
• 2022/7-2022/10, Garanti, "Forecasting Customer's Product Purchases", Öznur Taştan
• 2022/7-2022/9, Garanti, "ATM Cash Deposit/Withdrawal Estimation", Berrin Yanıkoğlu
• 2022/2-2022/6, Turkcell, "Yaani Search Engine Optimization", Berrin Yanıkoğlu
• 2022, Akbank, ''Advanced Data Analytics'', H. Sait Ölmez
• 2021/12-2022/7, Morpa Kültür Yayınları, "Developing a micro-subject-based linear model for educational materials, profiling students using this model, and creating an infrastructure for providing personalized educational content.", Yücel Saygın
• 2021/11-2022/1, Morpa Kültür Yayınları, "Smart Chatbot", Reyyan Yeniterzi
• 2021/9-2022/8, Fibabanka, "Batch Process Optimization", Ezgi K. Türkseven
• 2021-2022, HangiKredi, "R&D Consultancy", Ahmet Demirelli ve İnanç Arın
• 2021, iLab Holding, "R&D Consultancy", İnanç Arın
• 2020/7-2021/4, Softtech, "Automation of Software Event Log Management Process with Machine Learning and Deep Learning Methods", Cemal Yılmaz
• 2020/1-2020/4, Turkcell, "R&D Consultancy", Reyyan Yeniterzi
• 2019/10-2020/10, Huawei, "R&D Consultancy, Yücel Saygın
• 2019/6-2020/3, ACRON Bilişim, "Development of a Cyber-Physical System Based Smart Cooler Enriched with Data Mining Methods", Kemal Kılıç
• 2019, Medepia, "Advanced ML Methods for Recommendation Systems'', Ahmet Demirelli ve İnanç Arın
• 2019, GTECH, "Finding Traffic Insurance Frauds with Machine Learning on Graphs", Kamer Kaya.
• 2019-2020, Doğuş Teknoloji, "PASCAL - New Generation Fleet Leasing and Pricing Decision Support System", Öznur Taştan and Kemal Kılıç
• 2019-2020, Ageas SA/NV, "Research on NLP Capabilities of current technologies in English and Portuguese languages", Reyyan Yeniterzi
• 2018-2020, Türkiye Finans Katılım Bankası, ''Consultancy Service to be Provided within the Scope of the Big Data Based Archiving Management System Project'', Ahmet Demirelli
• 2018-2019, HAVELSAN: "A BBN probability network to combine sensor information", Berrin Yanıkoğlu
• 2018, Geneks (TEYDEB), "HFT ("High-Frequency Trading") Developing Parallel Programming Techniques Software for Minimizing Order Transmission Time", Erdinç Öztürk
• 2019, QNB Finansbank-IBTECH, "ATM Cash Forecasting and Optimization", Berrin Yanıkoğlu, Abdullah Daşcı
• 2019, GVG Danışmanlık, ''Geospatial and Roaming Planning and Geodispatcher - Order Distribution Solution decision support systems'', Güvenç Şahin
• 2019, Başarsoft, ''Location-Based Smart City Monitoring and Waste Management System", Bülent Çatay