Nejat Yumusak

According to our database, Nejat Yumusak authored at least 27 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

TfrAdmCov: a robust transformer encoder based model with Adam optimizer algorithm for COVID-19 mutation prediction.

Mehmet Burukanli, Nejat Yumusak

Connect. Sci., December, 2024

COVID-19 virus mutation prediction with LSTM and attention mechanisms.

Mehmet Burukanli, Nejat Yumusak

Comput. J., 2024

2022

Detection and classification of white blood cells with an improved deep learning-based approach.

Fatma Akalin, Nejat Yumusak

Turkish J. Electr. Eng. Comput. Sci., 2022

2021

Impact of image segmentation techniques on celiac disease classification using scale invariant texture descriptors for standard flexible endoscopic systems.

Manarbek Saken, Munkhtsetseg Banzragch Yagci, Nejat Yumusak

Turkish J. Electr. Eng. Comput. Sci., 2021

2019

Alcohol QCM Sensor Dataset.

M. Fatih Adak, Peter A. Lieberzeit, Purim Jarujamrus, Nejat Yumusak

Dataset, July, 2019

2017

Design optimization of distribution transformers with nature-inspired metaheuristics: a comparative analysis.

Levent Alhan, Nejat Yumusak

Turkish J. Electr. Eng. Comput. Sci., 2017

Discrete design optimization of distribution transformers with guaranteed optimum convergence using the cuckoo search algorithm.

Levent Alhan, Nejat Yumusak

Turkish J. Electr. Eng. Comput. Sci., 2017

Na\"ıve forecasting of household natural gas consumption with sliding window approach.

Mustafa Akpinar, Nejat Yumusak

Turkish J. Electr. Eng. Comput. Sci., 2017

Development of smart gas sensor system to classify binary gas mixtures.

M. Fatih Adak, Nejat Yumusak

Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017

2016

Classification of E-Nose Aroma Data of Four Fruit Types by ABC-Based Neural Network.

M. Fatih Adak, Nejat Yumusak

Sensors, 2016

2012

Diagnosis of chest diseases using artificial immune system.

Orhan Er, Nejat Yumusak, Feyzullah Temurtas

Expert Syst. Appl., 2012

2011

Tuberculosis Disease Diagnosis Using Artificial Neural Network Trained with Genetic Algorithm.

Erhan Elveren, Nejat Yumusak

J. Medical Syst., 2011

2010

Chest diseases diagnosis using artificial neural networks.

Orhan Er, Nejat Yumusak, Feyzullah Temurtas

Expert Syst. Appl., 2010

2009

A study on industrial robotic manipulator model using model based predictive controls.

Burhanettin Durmus, Hasan Temurtas, Nejat Yumusak, Fevzullah Temurtas

J. Intell. Manuf., 2009

A comparative study on diabetes disease diagnosis using neural networks.

Hasan Temurtas, Nejat Yumusak, Feyzullah Temurtas

Expert Syst. Appl., 2009

2006

Application of neural generalized predictive control to robotic manipulators with a cubic trajectory and random disturbances.

Fevzullah Temurtas, Hasan Temurtas, Nejat Yumusak

Robotics Auton. Syst., 2006

2005

Ensemble of SVMs for Incremental Learning.

Zeki Erdem, Robi Polikar, Fikret S. Gürgen, Nejat Yumusak

Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

Classification of Volatile Organic Compounds with Incremental SVMs and RBF Networks.

Zeki Erdem, Robi Polikar, Nejat Yumusak, Fikret S. Gürgen

Proceedings of the Computer and Information Sciences, 2005

Reducing the Effect of Out-Voting Problem in Ensemble Based Incremental Support Vector Machines.

Zeki Erdem, Robi Polikar, Fikret S. Gürgen, Nejat Yumusak

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004

Elman's Recurrent Neural Networks Using Resilient Back Propagation for Harmonic Detection.

Fevzullah Temurtas, Nejat Yumusak, Rustu Gunturkun, Hasan Temurtas, Osman Cerezci

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

An Application of Elman's Recurrent Neural Networks to Harmonic Detection.

Fevzullah Temurtas, Rustu Gunturkun, Nejat Yumusak, Hasan Temurtas, Abdurrahman Unsal

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

A Study on Neural Networks with Tapped Time Delays: Gas Concentration Estimation.

Fevzullah Temurtas, Cihat Tasaltin, Hasan Temurtas, Nejat Yumusak, Zafer Ziya Öztürk

Proceedings of the Computational Science and Its Applications, 2004

A Study on Neural Networks Using Taylor Series Expansion of Sigmoid Activation Function.

Fevzullah Temurtas, Ali Gülbag, Nejat Yumusak

Proceedings of the Computational Science and Its Applications, 2004

Model Based Predictive Robotic Manipulator Control with Sinusoidal Trajectory and Random Disturbances.

Hasan Temurtas, Fevzullah Temurtas, Nejat Yumusak

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Harmonic Detection Using Neural Networks with Conjugate Gradient Algorithm.

Nejat Yumusak, Fevzullah Temurtas, Rustu Gunturkun

Proceedings of the Artificial Intelligence: Methodology, 2004

2003

Effects of the Trajectory Planning on the Model Based Predictive Robotic Manipulator Control.

Fevzullah Temurtas, Hasan Temurtas, Nejat Yumusak, Cemil Öz

Proceedings of the Computer and Information Sciences, 2003

Fuzzy Logic and Neural Network Applications on the Gas Sensor Data: Concentration Estimation.

Fevzullah Temurtas, Cihat Tasaltin, Hasan Temurtas, Nejat Yumusak, Zafer Ziya Öztürk

Proceedings of the Computer and Information Sciences, 2003