Mehmet Karaköse

Orcid: 0000-0002-3276-3788

According to our database1, Mehmet Karaköse authored at least 74 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
A New Approach for Effective Medical Deepfake Detection in Medical Images.
IEEE Access, 2024

2023
An efficient and scalable variational quantum circuits approach for deep reinforcement learning.
Quantum Inf. Process., August, 2023

A new approach for drone tracking with drone using Proximal Policy Optimization based distributed deep reinforcement learning.
SoftwareX, July, 2023

2022
An improved and cost reduced quantum circuit generator approach for image encoding applications.
Quantum Inf. Process., 2022

A blockchain-based approach to smart cargo transportation using UHF RFID.
Expert Syst. Appl., 2022

2021
An Intelligent Human-Unmanned Aerial Vehicle Interaction Approach in Real Time Based on Machine Learning Using Wearable Gloves.
Sensors, 2021

Defect classification based on deep features for railway tracks in sustainable transportation.
Appl. Soft Comput., 2021

2020
Complex Fuzzy System Based Predictive Maintenance Approach in Railways.
IEEE Trans. Ind. Informatics, 2020

A new method for time series classification using multi-dimensional phase space and a statistical control chart.
Neural Comput. Appl., 2020

Architecture and implementation of a smart-pregnancy monitoring system using web-based application.
Expert Syst. J. Knowl. Eng., 2020

Optimization of Mass Customization Process using Quantum-inspired Evolutionary Algorithm in Industry 4.0.
Proceedings of the IEEE International Symposium on Systems Engineering, 2020

Optimized Deep Reinforcement Learning Approach for Dynamic System.
Proceedings of the IEEE International Symposium on Systems Engineering, 2020

Wearable Glove Based Approach for Human-UAV Interaction.
Proceedings of the IEEE International Symposium on Systems Engineering, 2020

Comparative Analysis of Cyber Security Approaches Using Machine Learning in Industry 4.0.
Proceedings of the IEEE International Symposium on Systems Engineering, 2020

Genetic Algorithm Based Fuzzy Cognitive Map Concept Relationship Determination and Sigmoid Configuration.
Proceedings of the IEEE International Symposium on Systems Engineering, 2020

2018
A Novel Reconfiguration Method Using Image Processing Based Moving Shadow Detection, Optimization, and Analysis for PV Arrays.
J. Inf. Sci. Eng., 2018

A new arc detection method based on fuzzy logic using S-transform for pantograph-catenary systems.
J. Intell. Manuf., 2018

A new fault diagnosis approach for induction motor using negative selection algorithm and its real-time implementation on FPGA.
J. Intell. Fuzzy Syst., 2018

Image Processing-Based Center Calculation Method for General and Interval Type-2 Fuzzy Systems.
Int. J. Fuzzy Syst., 2018

A New Approach for Condition Monitoring and Detection of Rail Components and Rail Track in Railway.
Int. J. Comput. Intell. Syst., 2018

An Improved Nonstationary Fuzzy System Approach versus Type-2 Fuzzy System for the Lifting Motion Control with Human-in-the-Loop Simulation.
Int. J. Comput. Intell. Syst., 2018

An adaptive fault diagnosis approach using pipeline implementation for railway inspection.
Turkish J. Electr. Eng. Comput. Sci., 2018

An Image Processing based Object Counting Approach for Machine Vision Application.
CoRR, 2018

Sine-square embedded fuzzy sets versus type-2 fuzzy sets.
Adv. Eng. Informatics, 2018

2017
A Cyberphysical System Based Mass-Customization Approach with Integration of Industry 4.0 and Smart City.
Wirel. Commun. Mob. Comput., 2017

A New Experimental Approach Using Image Processing-Based Tracking for an Efficient Fault Diagnosis in Pantograph-Catenary Systems.
IEEE Trans. Ind. Informatics, 2017

2016
Sensor Based Intelligent Systems for Detection and Diagnosis.
J. Sensors, 2016

Fuzzy Based Reconfiguration Method Using Intelligent Partial Shadow Detection in PV Arrays.
Int. J. Comput. Intell. Syst., 2016

Image processing based traffic sign detection and recognition with fuzzy integral.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

IMU based adaptive blur removal approach using image processing for railway inspection.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

An investigation for benefits of cyber-physical systems in higher education courses.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

Development of image processing based methods using augmented reality in higher education.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

Improving of personal educational content using big data approach for mooc in higher education.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

The determination and analysis of factors affecting to student learning by artificial intelligence in higher education.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

Hardware, software, and human in the loop education supported with social network analysis and mining.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

An effect analysis of industry 4.0 to higher education.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

An integration approach for distributed education with lecture, project, problem and work based learning.
Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training, 2016

Rail defect detection with real time image processing technique.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Chouqet fuzzy integral based condition monitoring and analysis approach using simulation framework for rail faults.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Real-time condition monitoring approach of pantograph-catenary system using FPGA.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

A new real-time fuzzy logic based diagnosis of stator faults for inverter-fed induction motor under low speeds.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

2015
Combined intelligent methods based on wireless sensor networks for condition monitoring and fault diagnosis.
J. Intell. Manuf., 2015

Anomaly detection using a modified kernel-based tracking in the pantograph-catenary system.
Expert Syst. Appl., 2015

Image processing based fault detection approach for rail surface.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Detection of rail faults using morphological feature extraction based image processing.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Dynamic Behavior analysis of PV cell With Lyapunov exponents.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

State change detection on PV panels based on image processing.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Negative selection based shadow detection algorithm.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014
Image processing and model based arc detection in pantograph catenary systems.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Detection of pantograph geometric model based on fuzzy logic and image processing.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Monitoring of pantograph-catenary interaction by using particle swarm based contact wire tracking.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2014

A new efficient reconfiguration approach based on genetic algorithm in PV systems.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

An analysis approach for optimization based reconfiguration in photovoltaic arrays.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

An intelligent reconfiguration approach based on fuzzy partitioning in PV arrays.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

Particle swarm based arc detection on time series in pantograph-catenary system.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

2013
A Robust Anomaly Detection in Pantograph-Catenary System Based on Mean-Shift Tracking and Foreground Detection.
Proceedings of the IEEE International Conference on Systems, 2013

Wireless sensor network based fault diagnosis approaches.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Image processing based defuzzification method for type-2 fuzzy systems.
Proceedings of the 9th Asian Control Conference, 2013

Type-2 fuzzy based quadrotor control approach.
Proceedings of the 9th Asian Control Conference, 2013

A new approach based on boundary analysis of reconstructed phase space for fault diagnosis.
Proceedings of the 9th Asian Control Conference, 2013

2012
An adaptive artificial immune system for fault classification.
J. Intell. Manuf., 2012

Real time voice recognition based smart home application.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

2011
A multi-objective artificial immune algorithm for parameter optimization in support vector machine.
Appl. Soft Comput., 2011

2010
Chaotic-based hybrid negative selection algorithm and its applications in fault and anomaly detection.
Expert Syst. Appl., 2010

Artificial immune classifier with swarm learning.
Eng. Appl. Artif. Intell., 2010

FPGA based real time fuzzy fault detection algorithm.
Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Sine-square embedded fuzzy sets.
Proceedings of the IEEE International Conference on Systems, 2010

Generation of classification rules using artificial immune system for fault diagnosis.
Proceedings of the IEEE International Conference on Systems, 2010

2009
Design and simulation of self-tuning PID-type fuzzy adaptive control for an expert HVAC system.
Expert Syst. Appl., 2009

2004
Type-2 fuzzy activation function for multilayer feedforward neural networks.
Proceedings of the IEEE International Conference on Systems, 2004

2003
A robust integrator algorithm with genetic based fuzzy controller feedback for direct vector control.
Comput. Electr. Eng., 2003

2001
Design of a Fuzzy Controller Using a Genetic Algorithm for Stator Flux Estimation.
Proceedings of the Computational Science - ICCS 2001, 2001

DSP Implementation of Fuzzy Controlled Magnetic Levitation System.
Proceedings of the Computational Intelligence, 2001


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