Mehmet Karaköse

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 49

Top Topics

Image Processing

Fault Diagnosis

Lyapunov Exponents

Top Venues

Publications

Mehmet Karaköse, Hasan Yetis, Mert Çeçen
A New Approach for Effective Medical Deepfake Detection in Medical Images. IEEE Access 12 (2024)
Niyazi Furkan Bar, Hasan Yetis, Mehmet Karaköse
An efficient and scalable variational quantum circuits approach for deep reinforcement learning. Quantum Inf. Process. 22 (8) (2023)
Ziya Tan, Mehmet Karaköse
A new approach for drone tracking with drone using Proximal Policy Optimization based distributed deep reinforcement learning. SoftwareX 23 (2023)
Mehmet Baygin, Orhan Yaman, Nursena Baygin, Mehmet Karaköse
A blockchain-based approach to smart cargo transportation using UHF RFID. Expert Syst. Appl. 188 (2022)
Hasan Yetis, Mehmet Karaköse
An improved and cost reduced quantum circuit generator approach for image encoding applications. Quantum Inf. Process. 21 (6) (2022)
Ilhan Aydin, Erhan Akin, Mehmet Karaköse
Defect classification based on deep features for railway tracks in sustainable transportation. Appl. Soft Comput. 111 (2021)
Taha Müezzinoglu, Mehmet Karaköse
An Intelligent Human-Unmanned Aerial Vehicle Interaction Approach in Real Time Based on Machine Learning Using Wearable Gloves. Sensors 21 (5) (2021)
Hasan Yetis, Mehmet Karaköse
Optimization of Mass Customization Process using Quantum-inspired Evolutionary Algorithm in Industry 4.0. ISSE (2020)
Yunus Santur, Sinem Güven Santur, Mehmet Karaköse
Architecture and implementation of a smart-pregnancy monitoring system using web-based application. Expert Syst. J. Knowl. Eng. 37 (1) (2020)
Turan Goktug Altundogan, Mehmet Karaköse
Genetic Algorithm Based Fuzzy Cognitive Map Concept Relationship Determination and Sigmoid Configuration. ISSE (2020)
Ziya Tan, Mehmet Karaköse
Optimized Deep Reinforcement Learning Approach for Dynamic System. ISSE (2020)
Mehmet Karaköse, Orhan Yaman
Complex Fuzzy System Based Predictive Maintenance Approach in Railways. IEEE Trans. Ind. Informatics 16 (9) (2020)
F. Sumeyye Cebeloglu, Mehmet Karaköse
Comparative Analysis of Cyber Security Approaches Using Machine Learning in Industry 4.0. ISSE (2020)
Taha Müezzinoglu, Mehmet Karaköse
Wearable Glove Based Approach for Human-UAV Interaction. ISSE (2020)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
A new method for time series classification using multi-dimensional phase space and a statistical control chart. Neural Comput. Appl. 32 (11) (2020)
Ilhan Aydin, Mehmet Karaköse, Ebru Karakose, Erhan Akin
A new fault diagnosis approach for induction motor using negative selection algorithm and its real-time implementation on FPGA. J. Intell. Fuzzy Syst. 34 (1) (2018)
Mehmet Karaköse, Mehmet Baygin, Koray Sener Parlak, Nursena Baygin, Erhan Akin
A Novel Reconfiguration Method Using Image Processing Based Moving Shadow Detection, Optimization, and Analysis for PV Arrays. J. Inf. Sci. Eng. 34 (5) (2018)
Yunus Santur, Mehmet Karaköse, Erhan Akin
An adaptive fault diagnosis approach using pipeline implementation for railway inspection. Turkish J. Electr. Eng. Comput. Sci. 26 (2) (2018)
Mehmet Baygin, Mehmet Karaköse, Alisan Sarimaden, Erhan Akin
An Image Processing based Object Counting Approach for Machine Vision Application. CoRR (2018)
Mehmet Karaköse
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. 11 (1) (2018)
Mehmet Karaköse, Hasan Yetis, Erhan Akin
Sine-square embedded fuzzy sets versus type-2 fuzzy sets. Adv. Eng. Informatics 36 (2018)
Ebru Karakose, Muhsin Tunay Gençoglu, Mehmet Karaköse, Orhan Yaman, Ilhan Aydin, Erhan Akin
A new arc detection method based on fuzzy logic using S-transform for pantograph-catenary systems. J. Intell. Manuf. 29 (4) (2018)
Mehmet Karaköse, Hasan Yetis, Semiha Makinist
Image Processing-Based Center Calculation Method for General and Interval Type-2 Fuzzy Systems. Int. J. Fuzzy Syst. 20 (5) (2018)
Mehmet Karaköse, Orhan Yaman, Kagan Murat, Erhan Akin
A New Approach for Condition Monitoring and Detection of Rail Components and Rail Track in Railway. Int. J. Comput. Intell. Syst. 11 (1) (2018)
Ebru Karakose, Muhsin Tunay Gençoglu, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
A New Experimental Approach Using Image Processing-Based Tracking for an Efficient Fault Diagnosis in Pantograph-Catenary Systems. IEEE Trans. Ind. Informatics 13 (2) (2017)
Mehmet Karaköse, Hasan Yetis
A Cyberphysical System Based Mass-Customization Approach with Integration of Industry 4.0 and Smart City. Wirel. Commun. Mob. Comput. 2017 (2017)
Mehmet Karaköse
Hardware, software, and human in the loop education supported with social network analysis and mining. ITHET (2016)
Mehmet Karaköse
Sensor Based Intelligent Systems for Detection and Diagnosis. J. Sensors 2016 (2016)
Canan Tastimur, Mehmet Karaköse, Erhan Akin
Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education. ITHET (2016)
Hasan Yetis, Mehmet Baygin, Mehmet Karaköse
An investigation for benefits of cyber-physical systems in higher education courses. ITHET (2016)
Mehmet Baygin, Hasan Yetis, Mehmet Karaköse, Erhan Akin
An effect analysis of industry 4.0 to higher education. ITHET (2016)
Canan Tastimur, Mehmet Karaköse, Erhan Akin, Ilhan Aydin
Rail defect detection with real time image processing technique. INDIN (2016)
Mehmet Karaköse, Mehmet Baygin, Kagan Murat, Nursena Baygin, Erhan Akin
Fuzzy Based Reconfiguration Method Using Intelligent Partial Shadow Detection in PV Arrays. Int. J. Comput. Intell. Syst. 9 (2) (2016)
Mehmet Karaköse, Orhan Yaman, Ilhan Aydin, Ebru Karakose
Real-time condition monitoring approach of pantograph-catenary system using FPGA. INDIN (2016)
Orhan Yaman, Mehmet Karaköse
Development of image processing based methods using augmented reality in higher education. ITHET (2016)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
A new real-time fuzzy logic based diagnosis of stator faults for inverter-fed induction motor under low speeds. INDIN (2016)
Canan Tastimur, Mehmet Karaköse, Yavuz Celik, Erhan Akin
Image processing based traffic sign detection and recognition with fuzzy integral. IWSSIP (2016)
Yunus Santur, Mehmet Karaköse, Erhan Akin
Chouqet fuzzy integral based condition monitoring and analysis approach using simulation framework for rail faults. INDIN (2016)
Busra Akarsu, Koray Sener Parlak, Mehmet Karaköse
An integration approach for distributed education with lecture, project, problem and work based learning. ITHET (2016)
Yunus Santur, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
IMU based adaptive blur removal approach using image processing for railway inspection. IWSSIP (2016)
Nigar Ozbey, Mehmet Karaköse, Aysegül Uçar
The determination and analysis of factors affecting to student learning by artificial intelligence in higher education. ITHET (2016)
Yunus Santur, Mehmet Karaköse, Erhan Akin
Improving of personal educational content using big data approach for mooc in higher education. ITHET (2016)
Kazim Firildak, Mehmet Karaköse
Negative selection based shadow detection algorithm. SIU (2015)
Mehmet Saman, Mehmet Karaköse, Erhan Akin
Dynamic Behavior analysis of PV cell With Lyapunov exponents. SIU (2015)
Nigar Ozbey, Mehmet Karaköse
State change detection on PV panels based on image processing. SIU (2015)
Canan Tastimur, Erhan Akin, Mehmet Karaköse, Ilhan Aydin
Detection of rail faults using morphological feature extraction based image processing. SIU (2015)
Orhan Yaman, Mehmet Karaköse, Erhan Akin, Ilhan Aydin
Image processing based fault detection approach for rail surface. SIU (2015)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
Combined intelligent methods based on wireless sensor networks for condition monitoring and fault diagnosis. J. Intell. Manuf. 26 (4) (2015)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
Anomaly detection using a modified kernel-based tracking in the pantograph-catenary system. Expert Syst. Appl. 42 (2) (2015)
Orhan Yaman, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
Detection of pantograph geometric model based on fuzzy logic and image processing. SIU (2014)
Ilhan Aydin, Orhan Yaman, Mehmet Karaköse, S. Baris Celebi
Particle swarm based arc detection on time series in pantograph-catenary system. INISTA (2014)
Mehmet Karaköse, Mehmet Baygin, Nursena Baygin
An analysis approach for optimization based reconfiguration in photovoltaic arrays. ISIE (2014)
Mehmet Karaköse, Kagan Murat, Erhan Akin, Koray Sener Parlak
A new efficient reconfiguration approach based on genetic algorithm in PV systems. ISIE (2014)
Orhan Yaman, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
Image processing and model based arc detection in pantograph catenary systems. SIU (2014)
Mehmet Karaköse, Mehmet Baygin, Nursena Baygin, Kagan Murat, Erhan Akin
An intelligent reconfiguration approach based on fuzzy partitioning in PV arrays. INISTA (2014)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
Monitoring of pantograph-catenary interaction by using particle swarm based contact wire tracking. IWSSIP (2014)
Ismail Ilhan, Mehmet Karaköse
Type-2 fuzzy based quadrotor control approach. ASCC (2013)
Mehmet Karaköse, Semiha Makinist
Image processing based defuzzification method for type-2 fuzzy systems. ASCC (2013)
Orhan Yaman, Ilhan Aydin, Mehmet Karaköse, Erhan Akin
Wireless sensor network based fault diagnosis approaches. SIU (2013)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
A Robust Anomaly Detection in Pantograph-Catenary System Based on Mean-Shift Tracking and Foreground Detection. SMC (2013)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
A new approach based on boundary analysis of reconstructed phase space for fault diagnosis. ASCC (2013)
Mehmet Baygin, Mehmet Karaköse
Real time voice recognition based smart home application. SIU (2012)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
An adaptive artificial immune system for fault classification. J. Intell. Manuf. 23 (5) (2012)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
A multi-objective artificial immune algorithm for parameter optimization in support vector machine. Appl. Soft Comput. 11 (1) (2011)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
FPGA based real time fuzzy fault detection algorithm. SoCPaR (2010)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
Chaotic-based hybrid negative selection algorithm and its applications in fault and anomaly detection. Expert Syst. Appl. 37 (7) (2010)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
Generation of classification rules using artificial immune system for fault diagnosis. SMC (2010)
Ilhan Aydin, Mehmet Karaköse, Erhan Akin
Artificial immune classifier with swarm learning. Eng. Appl. Artif. Intell. 23 (8) (2010)
Mehmet Karaköse
Sine-square embedded fuzzy sets. SMC (2010)
Servet Soyguder, Mehmet Karaköse, Hasan Alli
Design and simulation of self-tuning PID-type fuzzy adaptive control for an expert HVAC system. Expert Syst. Appl. 36 (3) (2009)
Mehmet Karaköse, Erhan Akin
Type-2 fuzzy activation function for multilayer feedforward neural networks. SMC (4) (2004)
Erhan Akin, Mehmet Kaya, Mehmet Karaköse
A robust integrator algorithm with genetic based fuzzy controller feedback for direct vector control. Comput. Electr. Eng. 29 (3) (2003)
Ahmet Orhan, Erhan Akin, Mehmet Karaköse
DSP Implementation of Fuzzy Controlled Magnetic Levitation System. Fuzzy Days (2001)
Mehmet Karaköse, Mehmet Kaya, Erhan Akin
Design of a Fuzzy Controller Using a Genetic Algorithm for Stator Flux Estimation. International Conference on Computational Science (2) (2001)