2 papers
cs.LG2024
A Similarity-Based Oversampling Method for Multi-label Imbalanced Text Data
Ismail Hakki Karaman, Gulser Koksal, Levent Eriskin +1
In real-world applications, as data availability increases, obtaining labeled data for machine learning (ML) projects remains challenging due to the high costs and intensive effort…
cs.LG2024
Enhancing Next Destination Prediction: A Novel Long Short-Term Memory Neural Network Approach Using Real-World Airline Data
Salih Salihoglu, Gulser Koksal, Orhan Abar
In the modern transportation industry, accurate prediction of travelers' next destinations brings multiple benefits to companies, such as customer satisfaction and targeted marketi…