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
entitled “Design
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
entitled “Type-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 entitled “Online
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
entitled “Type-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 entitled “Advanced 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
entitled “Type-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 entitled “New
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
When mind is Weak,
situation is Problem. When mind is balanced, situation is Challenge.
But, when mind is
Strong, situation becomes Opportunity.