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2020 – today
- 2024
[j14]Mehmet Burukanli, Nejat Yumusak:
COVID-19 virus mutation prediction with LSTM and attention mechanisms. Comput. J. 67(10): 2934-2944 (2024)- [j13]Mehmet Burukanli
, Nejat Yumusak:
TfrAdmCov: a robust transformer encoder based model with Adam optimizer algorithm for COVID-19 mutation prediction. Connect. Sci. 36(1) (2024) - 2022
- [j12]Fatma Akalin, Nejat Yumusak:
Detection and classification of white blood cells with an improved deep learning-based approach. Turkish J. Electr. Eng. Comput. Sci. 30(7): 2725-2739 (2022) - 2021
- [j11]Manarbek Saken, Munkhtsetseg Banzragch Yagci, Nejat Yumusak:
Impact of image segmentation techniques on celiac disease classification using scale invariant texture descriptors for standard flexible endoscopic systems. Turkish J. Electr. Eng. Comput. Sci. 29(2): 598-615 (2021)
2010 – 2019
- 2019
- [d1]M. Fatih Adak, Peter A. Lieberzeit, Purim Jarujamrus, Nejat Yumusak:
Alcohol QCM Sensor Dataset. UCI Machine Learning Repository, 2019
- 2017
- [j10]Mustafa Akpinar, Nejat Yumusak:
Na\"ıve forecasting of household natural gas consumption with sliding window approach. Turkish J. Electr. Eng. Comput. Sci. 25: 30-45 (2017) - [j9]Levent Alhan, Nejat Yumusak:
Discrete design optimization of distribution transformers with guaranteed optimum convergence using the cuckoo search algorithm. Turkish J. Electr. Eng. Comput. Sci. 25: 4409-4420 (2017) - [j8]Levent Alhan, Nejat Yumusak:
Design optimization of distribution transformers with nature-inspired metaheuristics: a comparative analysis. Turkish J. Electr. Eng. Comput. Sci. 25: 4673-4684 (2017) - [c12]M. Fatih Adak, Nejat Yumusak:
Development of smart gas sensor system to classify binary gas mixtures. EUROCON 2017: 644-648 - 2016
- [j7]M. Fatih Adak, Nejat Yumusak:
Classification of E-Nose Aroma Data of Four Fruit Types by ABC-Based Neural Network. Sensors 16(3): 304 (2016) - 2012
- [j6]Orhan Er, Nejat Yumusak, Feyzullah Temurtas:
Diagnosis of chest diseases using artificial immune system. Expert Syst. Appl. 39(2): 1862-1868 (2012) - 2011
- [j5]Erhan Elveren, Nejat Yumusak:
Tuberculosis Disease Diagnosis Using Artificial Neural Network Trained with Genetic Algorithm. J. Medical Syst. 35(3): 329-332 (2011) - 2010
- [j4]Orhan Er, Nejat Yumusak, Feyzullah Temurtas:
Chest diseases diagnosis using artificial neural networks. Expert Syst. Appl. 37(12): 7648-7655 (2010)
2000 – 2009
- 2009
- [j3]Hasan Temurtas, Nejat Yumusak, Feyzullah Temurtas:
A comparative study on diabetes disease diagnosis using neural networks. Expert Syst. Appl. 36(4): 8610-8615 (2009) - [j2]Burhanettin Durmus, Hasan Temurtas, Nejat Yumusak, Fevzullah Temurtas:
A study on industrial robotic manipulator model using model based predictive controls. J. Intell. Manuf. 20(2): 233-241 (2009) - 2006
- [j1]Fevzullah Temurtas, Hasan Temurtas, Nejat Yumusak:
Application of neural generalized predictive control to robotic manipulators with a cubic trajectory and random disturbances. Robotics Auton. Syst. 54(1): 74-83 (2006) - 2005
- [c11]Zeki Erdem, Robi Polikar, Fikret S. Gürgen, Nejat Yumusak:
Reducing the Effect of Out-Voting Problem in Ensemble Based Incremental Support Vector Machines. ICANN (2) 2005: 607-612 - [c10]Zeki Erdem, Robi Polikar, Nejat Yumusak, Fikret S. Gürgen:
Classification of Volatile Organic Compounds with Incremental SVMs and RBF Networks. ISCIS 2005: 322-331 - [c9]Zeki Erdem, Robi Polikar, Fikret S. Gürgen, Nejat Yumusak:
Ensemble of SVMs for Incremental Learning. Multiple Classifier Systems 2005: 246-256 - 2004
- [c8]Nejat Yumusak, Fevzullah Temurtas, Rustu Gunturkun:
Harmonic Detection Using Neural Networks with Conjugate Gradient Algorithm. AIMSA 2004: 304-311 - [c7]Hasan Temurtas, Fevzullah Temurtas, Nejat Yumusak:
Model Based Predictive Robotic Manipulator Control with Sinusoidal Trajectory and Random Disturbances. ICAISC 2004: 804-809 - [c6]Fevzullah Temurtas, Ali Gülbag, Nejat Yumusak:
A Study on Neural Networks Using Taylor Series Expansion of Sigmoid Activation Function. ICCSA (4) 2004: 389-397 - [c5]Fevzullah Temurtas, Cihat Tasaltin, Hasan Temurtas, Nejat Yumusak, Zafer Ziya Öztürk:
A Study on Neural Networks with Tapped Time Delays: Gas Concentration Estimation. ICCSA (4) 2004: 398-405 - [c4]Fevzullah Temurtas, Rustu Gunturkun, Nejat Yumusak, Hasan Temurtas, Abdurrahman Unsal:
An Application of Elman's Recurrent Neural Networks to Harmonic Detection. IEA/AIE 2004: 1043-1052 - [c3]Fevzullah Temurtas, Nejat Yumusak, Rustu Gunturkun, Hasan Temurtas, Osman Cerezci:
Elman's Recurrent Neural Networks Using Resilient Back Propagation for Harmonic Detection. PRICAI 2004: 422-428 - 2003
- [c2]Fevzullah Temurtas, Cihat Tasaltin, Hasan Temurtas, Nejat Yumusak, Zafer Ziya Öztürk:
Fuzzy Logic and Neural Network Applications on the Gas Sensor Data: Concentration Estimation. ISCIS 2003: 179-186 - [c1]Fevzullah Temurtas, Hasan Temurtas, Nejat Yumusak, Cemil Öz:
Effects of the Trajectory Planning on the Model Based Predictive Robotic Manipulator Control. ISCIS 2003: 545-552
Coauthor Index
aka: Feyzullah Temurtas
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