Director
Murat Can Ganiz, PhD
Associate Professor, Department of Computer Engineering, Marmara University
Founder & Managing Partner, VeriUs Technology
Research areas: machine learning, NLP, LLMs, RAG/Graph-RAG, legal AI, healthcare AI, text mining, semantic search, and data science.
Faculty and Research Collaborators
Berna Altınel, PhD
Research collaborator and former co-advised doctoral researcher.
Representative topics: semantic kernels, supervised and semi-supervised text classification, word sense disambiguation, and semantic text classification.
Recent Graduate Advisees and Selected Theses
Rafah Alomar, M.S. (2024)
Abstractive Legal Text Summarization Using Attention Mechanisms.
Abubakar Ahmad Abdullahi, M.S. (2024)
Information Extraction from Radiology Reports.
Onur Akça, M.S. (2023)
Natural Language Processing in Legal Domain: Classification of Turkish Legal Texts.
Gıyaseddin Bayrak, M.S. (2023)
Radiology Report Classification for Low-resource Languages Using Machine Learning: A Case Study of Brain Hemorrhage Detection.
Abdul Majeed Issifu, M.S. (2022)
Development of Data Augmentation Methods to Improve Performance of Supervised Machine Learning Models in Natural Language Processing.
Muhlis Sarıyer, M.S. (2022)
Analysis of KAP Financial Disclosures and Creation of KAP Index.
Halil İbrahim Çelenli, M.S. (2020)
Development of Word Embedding Methods. Co-advised.
Selin Değirmenci, M.S. (2019)
Combination of Word Embeddings.
Gökhan Kocaman, M.S. (2019)
Diffused Label Propagation Based Transductive Classification Algorithm for Word Sense Disambiguation.
Berna Altınel, Ph.D. (2016)
Corpus-Based Semantic Kernels for Supervised and Semi-Supervised Text Classification. Co-advised.