mgr inż. Nur Kelesoglu | IITIS

Wizytówka

mgr inż.

Nur

Kelesoglu

Email

nkelesoglu@iitis.pl

Status

pracownik instytutu

Stanowisko

asystent

Orcid ID

0000-0002-0306-7281

Pokój

117b

mgr inż Nur Kelesoglu

Publikacje

Opublikowane

2026

Kelesoglu N.; Sobczak Ł.; Domańska J.; CPU Utilization Forecasting in Large-Scale Cloud Clusters Using Gradient Boosting; 7th Polish Conference on Artificial Intelligence (PP-RAI'2026); 2026
Kelesoglu N.; Sobczak Ł.; Domańska J.; When LLMs Speak ZigBee: Exploring Low-Latency and Reasoning Models for Network Traffic Generation; Scientific Reports; 2026

2025

Kelesoglu N.; Halama M.; Strzoda A.; Enhancing LoRa-based Outdoor Localization Accuracy Using Machine Learning; IEEE Access; 2025
Kelesoglu N.; Sobczak Ł.; Biernacki P.; Domańska J.; Ferrão F.; Mumtaz S.; Tchuenbou-Magaia F.; Artificial Intelligence for Electronic-based Systems in Safety Applications; 2025

2024

Kelesoglu N.; Sobczak Ł.; ZigBeeNet: Decrypted ZigBee IoT Network Traffic Dataset in Smart Home Environment; Applied Sciences; 2024
Nakip M.; Kelesoglu N.; Güzeliş C.; Fire Detection and Risk Assessment via Support Vector Regression with Flattening-Samples Based Augmented Regularization; Applied Soft Computing; 2024

2023

Kelesoglu N.; Filus K.; Domańska J.; HierAct: a Hierarchical Model for Human Activity Recognition in Game-Like Educational Applications; 2023 IEEE International Conference on Big Data; 2023

2021

Saylam A.; Kelesoglu N.; Cikmazel R.; Nakip M.; Rodoplu V.; Dynamic Positioning Interval Based On Reciprocal Forecasting Error (DPI-RFE) Algorithm for Energy-Efficient Mobile IoT Indoor Positioning; International Conference on Computer, Information and Telecommunication Systems (CITS); 2021
Saylam A.; Cikmazel R.; Kelesoglu N.; Nakip M.; Rodoplu V.; Energy-Efficient Indoor Positioning for Mobile Internet of Things Based on Artificial Intelligence; ASYU2021 ; 2021

Projekty

Leveraging AI for Generation Realistic Network Traffic: A Descriptive Input Approach

IITIS/BW/05/25

Kierownik projektu
dr hab. inż. Joanna Domańska

Dodatkowe informacje