Yağız Nalçakan, PhD | publications

2023

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}
}

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}
}

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

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

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}
}

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

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}
}

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}
}