Some Selected Works
Fraud Detection in Automobile Insurance Claims at Anadolu Sigorta
Natural Language Processing, Long Short-Term Memory, Fraud Detection
Revenue Estimation Model for Serviced Apartments of NewInn Using Hedonic Pricing and Machine Learning
Hedonic Pricing, Data Visualization, Machine Learning
Determining Insurance Premium for Musical Instruments Using Machine Learning and Metaheuristic Algorithms at Zuhal Muzik
Natural Language Processing, Google BERT, Kernel Machines, Artificial Neural Network
Enhancing the Donation Process in Fazla Gıda by Using Machine Learning Algorithm
Data Visualization, Recommendation System, Clustering, Interactive Dashboard
Sentiment Analysis for Chatbot Texts at Anadolu Sigorta
Lexicon-Based Modeling, Google BERT, Artificial Neural Network
Developing a New Traffic Insurance Premium Pricing Model for Şeker Sigorta
Data Visualization, Explanatory Data Analysis, Identifying Risks by Classification, Pricing
An integrated credit scoring and crowdfunding framework for SMEs at Lending Club
Classification, Support Vector Machine, Artificial Neural Network, Random Forest, Genetic Algorithm