publications

2024

1. preprint

   Pix2Next: Leveraging Vision Foundation Models for RGB to NIR Image Translation

   Jin, Youngwan, Park, Incheol, Song, Hanbin, Ju, Hyeongjin,  Nalcakan, Yagiz, and Kim, Shiho

   arXiv preprint arXiv:2409.16706 2024

   Bib LINK

   @article{nalcakan2024pix2next,
     abbr = {preprint},
     title = {Pix2Next: Leveraging Vision Foundation Models for RGB to NIR Image Translation},
     author = {Jin, Youngwan and Park, Incheol and Song, Hanbin and Ju, Hyeongjin and Nalcakan, Yagiz and Kim, Shiho},
     journal = {arXiv preprint arXiv:2409.16706},
     year = {2024},
     selected = {true},
     bibtex_show = {true},
     html = {https://arxiv.org/abs/2409.16706},
     publisher = {arXiv}
   }

2023

1. IEEE

   Lane Change Detection with an Ensemble of Image-based and Video-based Deep Learning Models

   Nalcakan, Yagiz, and Bastanlar, Yalin

   In 2023 Innovations in Intelligent Systems and Applications Conference (ASYU) 2023

   Bib LINK

   @inproceedings{nalcakan2023asyu,
     abbr = {IEEE},
     author = {Nalcakan, Yagiz and Bastanlar, Yalin},
     booktitle = {2023 Innovations in Intelligent Systems and Applications Conference (ASYU)},
     title = {Lane Change Detection with an Ensemble of Image-based and Video-based Deep Learning Models},
     year = {2023},
     volume = {},
     number = {},
     pages = {1-7},
     selected = {true},
     bibtex_show = {true},
     publisher = {IEEE},
     html = {https://ieeexplore.ieee.org/document/10296634},
     doi = {10.1109/ASYU58738.2023.10296634}
   }

2. SIVP

   Cut-in maneuver detection with self-supervised contrastive video representation learning

   Nalcakan, Yagiz, and Bastanlar, Yalin

   Signal, Image and Video Processing 2023

   Bib LINK

   @article{nalcakan2023cut,
     abbr = {SIVP},
     title = {Cut-in maneuver detection with self-supervised contrastive video representation learning},
     author = {Nalcakan, Yagiz and Bastanlar, Yalin},
     journal = {Signal, Image and Video Processing},
     pages = {1--9},
     year = {2023},
     selected = {true},
     bibtex_show = {true},
     html = {https://link.springer.com/article/10.1007/s11760-023-02512-3},
     publisher = {Springer}
   }

3. CCIS

   Monocular Vision-Based Prediction of Cut-In Manoeuvres with LSTM Networks

   Nalcakan, Yagiz, and Bastanlar, Yalin

   In Science, Engineering Management and Information Technology 2023

   Bib LINK

   @inproceedings{10.1007/978-3-031-40395-8_8,
     abbr = {CCIS},
     author = {Nalcakan, Yagiz and Bastanlar, Yalin},
     title = {Monocular Vision-Based Prediction of Cut-In Manoeuvres with LSTM Networks},
     booktitle = {Science, Engineering Management and Information Technology},
     year = {2023},
     publisher = {Springer Nature Switzerland},
     pages = {111--123},
     isbn = {978-3-031-40395-8},
     selected = {true},
     bibtex_show = {true},
     html = {https://link.springer.com/chapter/10.1007/978-3-031-40395-8_8}
   }

2021

1. A Novel Feature to Predict Buggy Changes in a Software System

   Yılmaz, Rahime,  Nalçakan, Yağız, and Haktanır, Elif

   In International Conference on Intelligent and Fuzzy Systems 2021

   Bib LINK

   @inproceedings{yilmaz2021novel,
     title = {A Novel Feature to Predict Buggy Changes in a Software System},
     author = {Y{\i}lmaz, Rahime and Nal{\c{c}}akan, Ya{\u{g}}{\i}z and Haktan{\i}r, Elif},
     booktitle = {International Conference on Intelligent and Fuzzy Systems},
     pages = {407--414},
     year = {2021},
     organization = {Springer},
     bibtex_show = {true},
     html = {https://link.springer.com/chapter/10.1007/978-3-030-85577-2_48}
   }

2019

1. Overview of Machine Learning Approaches for Wireless Communication

   Ensari, Tolga,  Nalçakan, Yağız, Günay, Melike, and Yıldız, Eyyüp

   In International Conference on Intelligent and Fuzzy Systems 2019

   Bib LINK

   @incollection{ensari2019overview,
     title = {Overview of Machine Learning Approaches for Wireless Communication},
     author = {Ensari, Tolga and Nal{\c{c}}akan, Ya{\u{g}}{\i}z and G{\"u}nay, Melike and Y{\i}ld{\i}z, Eyy{\"u}p},
     booktitle = {Next-Generation Wireless Networks Meet Advanced Machine Learning Applications},
     pages = {123--140},
     year = {2019},
     publisher = {IGI Global},
     selected = {true},
     bibtex_show = {true},
     html = {https://www.igi-global.com/chapter/overview-of-machine-learning-approaches-for-wireless-communication/221429}
   }

2. IEEE

   Automatic HTML code generation from mock-up images using machine learning techniques

   Aşıroğlu, Batuhan, Mete, Büşta Rümeysa, Yıldız, Eyyüp,  Nalçakan, Yağız, Sezen, Alper, Dağtekin, Mustafa, and Ensari, Tolga

   In 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT) 2019

   Bib LINK

   @inproceedings{acsirouglu2019automatic,
     abbr = {IEEE},
     title = {Automatic HTML code generation from mock-up images using machine learning techniques},
     author = {A{\c{s}}{\i}ro{\u{g}}lu, Batuhan and Mete, B{\"u}{\c{s}}ta R{\"u}meysa and Y{\i}ld{\i}z, Eyy{\"u}p and Nal{\c{c}}akan, Ya{\u{g}}{\i}z and Sezen, Alper and Da{\u{g}}tekin, Mustafa and Ensari, Tolga},
     booktitle = {2019 Scientific Meeting on Electrical-Electronics \& Biomedical Engineering and Computer Science (EBBT)},
     pages = {1--4},
     year = {2019},
     organization = {Ieee},
     selected = {true},
     bibtex_show = {true},
     html = {https://ieeexplore.ieee.org/abstract/document/8741736}
   }

2018

1. Decision of Neural Networks Hyperparameters with a Population-based Algorithm

   Nalçakan, Yağız, and Ensari, Tolga

   In The Fourth International Conference on Machine Learning, Optimization, and Data Science 2018

   Bib LINK

   @inproceedings{nalcakan2018decision,
     title = {Decision of Neural Networks Hyperparameters with a Population-based Algorithm},
     author = {Nal{\c{c}}akan, Ya{\u{g}}{\i}z and Ensari, Tolga},
     booktitle = {The Fourth International Conference on Machine Learning, Optimization, and Data Science},
     volume = {11331},
     year = {2018},
     selected = {true},
     bibtex_show = {true},
     html = {https://link.springer.com/chapter/10.1007/978-3-030-13709-0_23}
   }

2. Digital Data Forgetting: A Machine Learning Approach

   Günay, Melike, Yıldız, Eyyüp,  Nalçakan, Yağız, Aşıroğlu, B, Zencirli, A, Mete, B, and Ensari, Tolga

   In 2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT) 2018

   Bib LINK

   @inproceedings{gunay2018digital,
     title = {Digital Data Forgetting: A Machine Learning Approach},
     author = {G{\"u}nay, Melike and Y{\i}ld{\i}z, Eyy{\"u}p and Nal{\c{c}}akan, Ya{\u{g}}{\i}z and A{\c{s}}{\i}ro{\u{g}}lu, B and Zencirli, A and Mete, B and Ensari, Tolga},
     booktitle = {2018 2nd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT)},
     pages = {1--4},
     year = {2018},
     organization = {DOI: 10.1109/ISMSIT.2018.8567046},
     selected = {true},
     bibtex_show = {true},
     html = {https://doi.org/10.1109/ISMSIT.2018.8567046}
   }