Topics (Work titles for students)

Title	Field	Instructor
Big data / Data analytics	Big data and data analytics	Deniz Balta
XAI-Based Malicious Network Traffic Detection System	Big data and data analytics	Ünal Çavuşoğlu
Development of web based video conference management system with BigBlueButton	Web based information systems	Ahmet Özmen
Artificial intelligence and machine learning based cyber security applications	Cyber security	Deniz Balta
Vision based real time vehicle detection and tracking using deep learning	Vision computing	Ahmet Özmen
Skin disease classification using deep learning methods	Deep learning	Gözde Yolcu Öztel
Software analytics with machine learning	Big data and data analytics	Beyza Eken
Automatic exam paper evaluation with NLP techniques	NLP	Beyza Eken
Deep Learning Using Hybrid Mobile App	Mobile applications	Veysel Harun Şahin
Development of cloud computing infrastructure	Cloud computing	Nur Banu Oğur
A scalable big data platform for streaming and batch data analysis	Big data and data analytics	Nur Banu Oğur
Ratinal disease classification using deep learning	Deep learning	Gözde Yolcu Öztel
Hybrid Mobile App and AI Integration	Mobile applications	Veysel Harun Şahin
Lip-reading using deep learning models	Deep learning	Gözde Yolcu Öztel
Pattern recognition on coffee cup using computer vision methods	Image processing	Gözde Yolcu Öztel
Home Automation Using Hybrid Mobile App	Mobile applications	Veysel Harun Şahin
Detecting psychological situation of people on social media	NLP	Beyza Eken
Development of online learning platform	Web based information systems	Ahmet Özmen
Early Diagnosis and Classification of Eye Diseases with Deep Learning	Deep learning	Ünal Çavuşoğlu
Prediction of anxiety/depression tendency of university students (18-25 age)	Deep learning	Gülüzar Çit
Online tournament management system	Web based information systems	Ahmet Özmen
Using Machine Learning Models to Identify Abnormal Behaviors in Network Traffic	Parallel computing	Ünal Çavuşoğlu
BlockChat: Blockchain Based Secure and Anonymous Messaging Platform	Cryptology	Ünal Çavuşoğlu
Evaluation of nursing students' skills with virtual reality application	Virtual reality	Gülüzar Çit

PS: Gray color topics are assigned.

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