13 citations · 28 across the 4 of their papers we have counts for
4 papers
Instruction-Based Fine-tuning of Open-Source LLMs for Predicting Customer Purchase Behaviors
Halil Ibrahim Ergul, Selim Balcisoy, Burcin Bozkaya
In this study, the performance of various predictive models, including probabilistic baseline, CNN, LSTM, and finetuned LLMs, in forecasting merchant categories from financial tran…
One City, Two Tales: Using Mobility Networks to Understand Neighborhood Resilience and Fragility during the COVID-19 Pandemic
Hasan Alp Boz, Mohsen Bahrami, Selim Balcisoy +4
What predicts a neighborhood's resilience and adaptability to essential public health policies and shelter-in-place regulations that prevent the harmful spread of COVID-19? To answ…
Finding Proper Time Intervals for Dynamic Network Extraction
Günce Keziban Orman, Nadir Türe, Selim Balcisoy +1
Extracting a proper dynamic network for modelling a time-dependent complex system is an important issue. Building a correct model is related to finding out critical time points whe…
Twitter Reveals: Using Twitter Analytics to Predict Public Protests
Mohsen Bahrami, Yasin Findik, Burcin Bozkaya +1
The right to protest is perceived as one of the primary civil rights. Citizens participate in mass demonstrations to express themselves and exercise their democratic rights. Howeve…