Onder Tutsoy

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Feature Elimination

Machine Learning

Exploration Exploitation

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

J. Syst. Control. Eng.

IEEE Trans. Cybern.

Publications

Onder Tutsoy, Hilmi Erdem Sumbul
A novel deep machine learning algorithm with dimensionality and size reduction approaches for feature elimination: thyroid cancer diagnoses with randomly missing data. Briefings Bioinform. 25 (4) (2024)
Onder Tutsoy, Gizem Gul Koç
Deep self-supervised machine learning algorithms with a novel feature elimination and selection approaches for blood test-based multi-dimensional health risks classification. BMC Bioinform. 25 (1) (2024)
Onder Tutsoy, Davood Asadi, Karim Ahmadi, Seyed-Yaser Nabavi-Chashmi, Jamshed Iqbal
Minimum Distance and Minimum Time Optimal Path Planning With Bioinspired Machine Learning Algorithms for Faulty Unmanned Air Vehicles. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Onder Tutsoy, Davood Asadi, Karim Ahmadi, Seyed-Yaser Nabavi-Chashmi
Robust Reduced Order Thau Observer With the Adaptive Fault Estimator for the Unmanned Air Vehicles. IEEE Trans. Veh. Technol. 72 (2) (2023)
Onder Tutsoy
Graph Theory Based Large-Scale Machine Learning With Multi-Dimensional Constrained Optimization Approaches for Exact Epidemiological Modeling of Pandemic Diseases. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Onder Tutsoy, Duygun Erol Barkana, Kemal Balikci
A Novel Exploration-Exploitation-Based Adaptive Law for Intelligent Model-Free Control Approaches. IEEE Trans. Cybern. 53 (1) (2023)
Onder Tutsoy
Pharmacological, Non-Pharmacological Policies and Mutation: An Artificial Intelligence Based Multi-Dimensional Policy Making Algorithm for Controlling the Casualties of the Pandemic Diseases. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Fatma Göngör, Onder Tutsoy
Doctor Robots: Design and Implementation of a Heart Rate Estimation Algorithm. Int. J. Soc. Robotics 14 (6) (2022)
Onder Tutsoy, Mahmud Yusuf Tanrikulu
Priority and age specific vaccination algorithm for the pandemic diseases: a comprehensive parametric prediction model. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Onder Tutsoy
COVID-19 Epidemic and Opening of the Schools: Artificial Intelligence-Based Long-Term Adaptive Policy Making to Control the Pandemic Diseases. IEEE Access 9 (2021)
Onder Tutsoy, Kemal Balikci, Naime Filiz Ozdil
Unknown uncertainties in the COVID-19 pandemic: Multi-dimensional identification and mathematical modelling for the analysis and estimation of the casualties. Digit. Signal Process. 114 (2021)
Onder Tutsoy, Adem Polat, Sule Colak, Kemal Balikci
Development of a Multi-Dimensional Parametric Model With Non-Pharmacological Policies for Predicting the COVID-19 Pandemic Casualties. IEEE Access 8 (2020)
Onder Tutsoy, Sule Colak, Adem Polat, Kemal Balikci
A Novel Parametric Model for the Prediction and Analysis of the COVID-19 Casualties. IEEE Access 8 (2020)
Onder Tutsoy, Martin Brown
An analysis of value function learning with piecewise linear control. J. Exp. Theor. Artif. Intell. 28 (3) (2016)
Onder Tutsoy, Sule Colak
Adaptive estimator design for unstable output error systems: A test problem and traditional system identification based analysis. J. Syst. Control. Eng. 229 (10) (2015)
Martin Brown, Onder Tutsoy
On the Analysis of Parameter Convergence for Temporal Difference Learning of an Exemplar Balance Problem. TAROS (2011)