67 citations · 127 across the 9 of their papers we have counts for
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cs.LG2026
QoS-Aware Federated Learning for Multimodal In-Cabin Interaction in Smart Vehicles
Baran Can Gül, Mert Nakıp, Nasser Jazdi +1
Modern smart vehicles leverage multimodal sensors, ranging from high-bandwidth vision systems to low-rate physiological monitors, to provide personalized in-cabin services. However…
cs.LG2023★ 57 cited
Renewable energy management in smart home environment via forecast embedded scheduling based on Recurrent Trend Predictive Neural Network
Mert Nakıp, Onur Çopur, Emrah Biyik +1
Smart home energy management systems help the distribution grid operate more efficiently and reliably, and enable effective penetration of distributed renewable energy sources. The…
cs.LG2020
Curse of Small Sample Size in Forecasting of the Active Cases in COVID-19 Outbreak
Mert Nakıp, Onur Çopur, Cüneyt Güzeliş
During the COVID-19 pandemic, a massive number of attempts on the predictions of the number of cases and the other future trends of this pandemic have been made. However, they fail…