RESEARCH INTERESTS

Ø  Artificial Intelligence

Ø  Computational Intelligence

o   Fuzzy Logic from Type-1 to Type-n

o   Neural Networks from Shallow to Deep

o   Optimization from Local to Global

Ø  Machine Learning from Supervised to Unsupervised till Reinforcement

Ø  Control Systems from Conventional to Intelligent

Ø  Autonomous Systems from UAVs to AGVs

 

RESEARCH PROJECTS (Current and Previous Funded Research Projects)

1.     Principal Investigator in the project entitled “Development and Deployment of Deep Learning based Type-2 Fuzzy Systems

·       Founded by the Scientific and Technological Research Council of Turkey, Project No: 118E807. 514,191 TL, 2019-2022.

·       Main Investigators: Prof. Dr. Serhat Şeker, Asst. Prof. Dr. İlker Üstoğlu, Istanbul Technical University

2.     Academic Advisor in the project entitledDesign of a Dynamic Positioning Control System

·       Founded by the ASELSAN, Turkish Armed Forces Foundation company.2017-2019

3.     Principal Investigator in the project entitled “   Intelligent Systems in Embedded Systems

·       Founded by The Scientific Research Centre of Istanbul Technical University, 2018-2019.

·       Main Investigators: Fethi Candan, Istanbul Technical University

4.     Principal Investigator in the project entitled “Intelligent Control System Design for Pursuit-Evasion Games

·       Founded by The Scientific Research Centre of Istanbul Technical University, 22.695,50 TL, 2017-2018

·       Main Investigators: Dr. Serkan Turkeli, Aykut Beke, Istanbul Technical University

5.     Main Investigator in the project entitled “Development of E5000 type Electric Locomotive

·       Founded by the Scientific and Technological Research Council of Turkey, Project No: 116G021, 2017-2021

·       Principal Investigator: Prof. Metin Gökasan, Istanbul Technical University

6.     Principal Investigator in the project entitled “A Fuzzy Logic based Approach for Time Series Forecasting”

·       Founded by The Scientific Research Centre of Istanbul Technical University, 5.000 TL, 2015-2016

·       Main Investigator: Atakan Sahin, Istanbul Technical University

7.     Main Investigator in the project entitled “Design and production of Electronic Control Units (ECUs) for Diesel Engines

·       Founded by the Scientific and Technological Research Council of Turkey, Project No: 115M092. 2.6 million TL, 2015-2017

·       Principal Investigator: Prof. Ata Mugan, Istanbul Technical University

8.     Academic Advisor in the project entitledType-2 Fuzzy Logic System based Supply-Demand Forecasting Algorithm

·       Founded by the Scientific and Technological Research Council of Turkey, Project No: 7131341, 504.000 TL, 2014-2015

·       Principal Investigators: GETRON B.H., LA Software Company; Istanbul, Turkey,

9.     Main Investigator in the project entitledOnline Self-Tuning Type-2 Fuzzy Controller Design Strategies and Applications

·       Founded by the Scientific and Technological Research Council of Turkey in collaboration with ABB/Turkey, Project No: 113E206, 115.394 TL, 2013-2015

·       Principal Investigator: Asst. Prof. Engin Yesil, Istanbul Technical University

·       Project Advisor: Prof. H. Hagras, University of Essex

10.  Principal Investigator in the project entitledType-2 Fuzzy Controller Design and Analysis

·       Founded by the Scientific and Technological Research Council of Turkey, Project No: 1059B191200447; 16,800 €, 2013-2014

·       Project Advisor: Prof. H. Hagras, University of Essex

11.  Researcher in the project entitledAdvanced Vehicle Technology Research and Development Center”,

·       Founded by the State Planning Organization of Turkey, Project No: 2012K-120730, 10 million TL, 2012-2015

·       Principal Investigator: Prof. Ata Mugan, Prof. Metin Gokasan; Istanbul Technical University

12.  Main Investigator in the project entitledType-2 Fuzzy Model Inversion Methods and Fuzzy Model Based Controller Design Methods

·       Founded by The Scientific Research Centre of Istanbul Technical University, Turkey, Project No: 34492, 15.000 TL, 2010-2012

·       Principal Investigator: Prof. Dr. İbrahim Eksin, Istanbul Technical University

13.  Researcher in the project entitledNew Approaches in Online Inverse Fuzzy Model Controller Design Methods

·       Founded by the Scientific and Technological Research Council of Turkey, Project No: 108E047; 91.749 TL, 2008-2010

·       Principal Investigator: Prof. Dr. İbrahim Eksin, Istanbul Technical University

 

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