Yasin Görmez

According to our database, Yasin Görmez authored at least 17 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A deep learning-based solution for digitization of invoice images with automatic invoice generation and labelling.

Halil Arslan, Yunus Emre Isik, Yasin Görmez

Int. J. Document Anal. Recognit., March, 2024

Customized deep learning based Turkish automatic speech recognition system supported by language model.

Yasin Görmez

PeerJ Comput. Sci., 2024

Machine learning and text mining based real-time semi-autonomous staff assignment system.

Halil Arslan, Yunus Emre Isik, Yasin Görmez, Mustafa Temiz

Comput. Sci. Inf. Syst., 2024

Machine Learning and Event-Based User and Entity Behavior Analysis.

Vedat Önal, Halil Arslan, Yasin Görmez

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

BayesianOptFs: Bayesian Optimization Based Novel Feature Selection Method for Classification Models.

Yasin Görmez

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023

IGPRED-MultiTask: A Deep Learning Model to Predict Protein Secondary Structure, Torsion Angles and Solvent Accessibility.

Yasin Görmez, Zafer Aydin

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

2022

Developing deep learning models for protein structure prediction (Protein yapı tahmini için derin öğrenme modellerinin geliştirilmesi)

Yasin Görmez

PhD thesis, 2022

The Determination of Distinctive Single Nucleotide Polymorphism Sets for the Diagnosis of Behçet's Disease.

Yunus Emre Isik, Yasin Görmez, Zafer Aydin, Burcu Bakir-Gungor

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

2021

Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge.

Solveig K. Sieberts, Jennifer Schaff, Marlena Duda, Bálint Á Pataki, Ming Sun, Phil Snyder, Jean-Francois Daneault, Federico Parisi, Gianluca Costante, Udi Rubin, Peter Banda, Yooree Chae, Elias Chaibub Neto, Earl Ray Dorsey, Zafer Aydin, Aipeng Chen, Laura L. Elo, Carlos Espino, Enrico Glaab, Ethan Goan, Fatemeh Noushin Golabchi, Yasin Görmez, Maria K. Jaakkola, Jitendra Jonnagaddala, Riku Klén, Dongmei Li, Christian McDaniel, Dimitri Perrin, Thanneer M. Perumal, Nastaran Mohammadian Rad, Erin Rainaldi, Stefano Sapienza, Patrick Schwab, Nikolai Shokhirev, Mikko S. Venäläinen, Gloria Vergara-Diaz, Yuqian Zhang, Avner G. S. Abrami, Aditya Adhikary, Carla Agurto, Sherry Bhalla, Halil Ibrahim Bilgin, Vittorio Caggiano, Jun Cheng, Eden Deng, Qiwei Gan, Rajan Girsa, Zhi Han, Stephen Heisig, Kun Huang, Samad Jahandideh, Wolfgang Kopp, Christoph F. Kurz, Gregor Lichtner, Raquel Norel, G. P. S. Raghava, Tavpritesh Sethi, Nicholas Shawen, Vaibhav Tripathi, Matthew Tsai, Tongxin Wang, Yi Wu, Jie Zhang, Xinyu Zhang, Yuanjia Wang, Yuanfang Guan, Daniela Brunner, Paolo Bonato, Lara M. Mangravite, Larsson Omberg

npj Digit. Medicine, 2021

2020

A deep learning approach with Bayesian optimization and ensemble classifiers for detecting denial of service attacks.

Yasin Gormez, Zafer Aydin, Ramazan Karademir, Vehbi C. Gungor

Int. J. Commun. Syst., 2020

Efficient and Scalable Broker Design for the Internet of Things Environments.

Yasin Görmez, Halil Arslan, Ömer Faruk Kelek

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2018

Dimensionality reduction for protein secondary structure and solvent accesibility prediction.

Zafer Aydin, Oguz Kaynar, Yasin Gormez

J. Bioinform. Comput. Biol., 2018

Mobil application for automatic document summarization systems.

Oguz Kaynar, Yunus Emre Isik, Yasin Gormez, Emre Kus

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Comparison of machine learning classifiers for protein secondary structure prediction.

Zafer Aydin, Oguz Kaynar, Yasin Gormez, Yunus Emre Isik

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Comparison of NR and UniClust databases for protein secondary structure prediction.

Zafer Aydin, Oguz Kaynar, Yasin Gormez

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Intrusion detection with autoencoder based deep learning machine.

Oguz Kaynar, Ahmet Gurkan Yuksek, Yasin Gormez, Yunus Emre Isik

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Graph based automatic document summarization with different similarity methods.

Oguz Kaynar, Yunus Emre Isik, Yasin Gormez

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017