DSP Implementation of Fuzzy Controlled Magnetic Levitation System. - Ahmet Orhan; Erhan Akin; Mehmet Karaköse (Fuzzy Days, 2001)

Design of a Fuzzy Controller Using a Genetic Algorithm for Stator Flux Estimation. - Mehmet Karaköse; Mehmet Kaya; Erhan Akin (International Conference on Computational Science (2), 2001)

A robust integrator algorithm with genetic based fuzzy controller feedback for direct vector control. - Erhan Akin; Mehmet Kaya; Mehmet Karaköse (Comput. Electr. Eng., 2003)

Type-2 fuzzy activation function for multilayer feedforward neural networks. - Mehmet Karaköse; Erhan Akin (SMC (4), 2004)

Design and simulation of self-tuning PID-type fuzzy adaptive control for an expert HVAC system. - Servet Soyguder; Mehmet Karaköse; Hasan Alli (Expert Syst. Appl., 2009)

Generation of classification rules using artificial immune system for fault diagnosis. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (SMC, 2010)

Sine-square embedded fuzzy sets. - Mehmet Karaköse (SMC, 2010)

FPGA based real time fuzzy fault detection algorithm. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (SoCPaR, 2010)

Artificial immune classifier with swarm learning. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (Eng. Appl. Artif. Intell., 2010)

Chaotic-based hybrid negative selection algorithm and its applications in fault and anomaly detection. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (Expert Syst. Appl., 2010)

A multi-objective artificial immune algorithm for parameter optimization in support vector machine. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (Appl. Soft Comput., 2011)

Real time voice recognition based smart home application. - Mehmet Baygin; Mehmet Karaköse (SIU, 2012)

An adaptive artificial immune system for fault classification. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (J. Intell. Manuf., 2012)

A new approach based on boundary analysis of reconstructed phase space for fault diagnosis. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (ASCC, 2013)

Type-2 fuzzy based quadrotor control approach. - Ismail Ilhan; Mehmet Karaköse (ASCC, 2013)

Image processing based defuzzification method for type-2 fuzzy systems. - Mehmet Karaköse; Semiha Makinist (ASCC, 2013)

Wireless sensor network based fault diagnosis approaches. - Orhan Yaman; Ilhan Aydin; Mehmet Karaköse; Erhan Akin (SIU, 2013)

A Robust Anomaly Detection in Pantograph-Catenary System Based on Mean-Shift Tracking and Foreground Detection. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (SMC, 2013)

Particle swarm based arc detection on time series in pantograph-catenary system. - Ilhan Aydin; Orhan Yaman; Mehmet Karaköse; S. Baris Celebi (INISTA, 2014)

An intelligent reconfiguration approach based on fuzzy partitioning in PV arrays. - Mehmet Karaköse; Mehmet Baygin; Nursena Baygin; Kagan Murat; Erhan Akin (INISTA, 2014)

An analysis approach for optimization based reconfiguration in photovoltaic arrays. - Mehmet Karaköse; Mehmet Baygin; Nursena Baygin (ISIE, 2014)

A new efficient reconfiguration approach based on genetic algorithm in PV systems. - Mehmet Karaköse; Kagan Murat; Erhan Akin; Koray Sener Parlak (ISIE, 2014)

Monitoring of pantograph-catenary interaction by using particle swarm based contact wire tracking. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (IWSSIP, 2014)

Detection of pantograph geometric model based on fuzzy logic and image processing. - Orhan Yaman; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (SIU, 2014)

Image processing and model based arc detection in pantograph catenary systems. - Orhan Yaman; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (SIU, 2014)

Negative selection based shadow detection algorithm. - Kazim Firildak; Mehmet Karaköse (SIU, 2015)

State change detection on PV panels based on image processing. - Nigar Ozbey; Mehmet Karaköse (SIU, 2015)

Dynamic Behavior analysis of PV cell With Lyapunov exponents. - Mehmet Saman; Mehmet Karaköse; Erhan Akin (SIU, 2015)

Detection of rail faults using morphological feature extraction based image processing. - Canan Tastimur; Erhan Akin; Mehmet Karaköse; Ilhan Aydin (SIU, 2015)

Image processing based fault detection approach for rail surface. - Orhan Yaman; Mehmet Karaköse; Erhan Akin; Ilhan Aydin (SIU, 2015)

Anomaly detection using a modified kernel-based tracking in the pantograph-catenary system. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (Expert Syst. Appl., 2015)

Combined intelligent methods based on wireless sensor networks for condition monitoring and fault diagnosis. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (J. Intell. Manuf., 2015)

A new real-time fuzzy logic based diagnosis of stator faults for inverter-fed induction motor under low speeds. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (INDIN, 2016)

Real-time condition monitoring approach of pantograph-catenary system using FPGA. - Mehmet Karaköse; Orhan Yaman; Ilhan Aydin; Ebru Karaköse (INDIN, 2016)

Chouqet fuzzy integral based condition monitoring and analysis approach using simulation framework for rail faults. - Yunus Santur; Mehmet Karaköse; Erhan Akin (INDIN, 2016)

Rail defect detection with real time image processing technique. - Canan Tastimur; Mehmet Karaköse; Erhan Akin; Ilhan Aydin (INDIN, 2016)

An integration approach for distributed education with lecture, project, problem and work based learning. - Busra Akarsu; Koray Sener Parlak; Mehmet Karaköse (ITHET, 2016)

An effect analysis of industry 4.0 to higher education. - Mehmet Baygin; Hasan Yetis; Mehmet Karaköse; Erhan Akin (ITHET, 2016)

Hardware, software, and human in the loop education supported with social network analysis and mining. - Mehmet Karaköse (ITHET, 2016)

The determination and analysis of factors affecting to student learning by artificial intelligence in higher education. - Nigar Ozbey; Mehmet Karaköse; Aysegül Uçar (ITHET, 2016)

Improving of personal educational content using big data approach for mooc in higher education. - Yunus Santur; Mehmet Karaköse; Erhan Akin (ITHET, 2016)

Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education. - Canan Tastimur; Mehmet Karaköse; Erhan Akin (ITHET, 2016)

Development of image processing based methods using augmented reality in higher education. - Orhan Yaman; Mehmet Karaköse (ITHET, 2016)

An investigation for benefits of cyber-physical systems in higher education courses. - Hasan Yetis; Mehmet Baygin; Mehmet Karaköse (ITHET, 2016)

IMU based adaptive blur removal approach using image processing for railway inspection. - Yunus Santur; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (IWSSIP, 2016)

Image processing based traffic sign detection and recognition with fuzzy integral. - Canan Tastimur; Mehmet Karaköse; Yavuz Celik; Erhan Akin (IWSSIP, 2016)

Fuzzy Based Reconfiguration Method Using Intelligent Partial Shadow Detection in PV Arrays. - Mehmet Karaköse; Mehmet Baygin; Kagan Murat; Nursena Baygin; Erhan Akin (Int. J. Comput. Intell. Syst., 2016)

Sensor Based Intelligent Systems for Detection and Diagnosis. - Mehmet Karaköse (J. Sensors, 2016)

A New Experimental Approach Using Image Processing-Based Tracking for an Efficient Fault Diagnosis in Pantograph-Catenary Systems. - Ebru Karaköse; Muhsin Tunay Gençoglu; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (IEEE Trans. Ind. Informatics, 2017)

A Cyberphysical System Based Mass-Customization Approach with Integration of Industry 4.0 and Smart City. - Mehmet Karaköse; Hasan Yetis (Wirel. Commun. Mob. Comput., 2017)

Sine-square embedded fuzzy sets versus type-2 fuzzy sets. - Mehmet Karaköse; Hasan Yetis; Erhan Akin (Adv. Eng. Informatics, 2018)

An Image Processing based Object Counting Approach for Machine Vision Application. - Mehmet Baygin; Mehmet Karaköse; Alisan Sarimaden; Erhan Akin (CoRR, 2018)

An adaptive fault diagnosis approach using pipeline implementation for railway inspection. - Yunus Santur; Mehmet Karaköse; Erhan Akin (Turkish J. Electr. Eng. Comput. Sci., 2018)

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

A New Approach for Condition Monitoring and Detection of Rail Components and Rail Track in Railway. - Mehmet Karaköse; Orhan Yaman; Kagan Murat; Erhan Akin (Int. J. Comput. Intell. Syst., 2018)

Image Processing-Based Center Calculation Method for General and Interval Type-2 Fuzzy Systems. - Mehmet Karaköse; Hasan Yetis; Semiha Makinist (Int. J. Fuzzy Syst., 2018)

A new fault diagnosis approach for induction motor using negative selection algorithm and its real-time implementation on FPGA. - Ilhan Aydin; Mehmet Karaköse; Ebru Karaköse; Erhan Akin (J. Intell. Fuzzy Syst., 2018)

A new arc detection method based on fuzzy logic using S-transform for pantograph-catenary systems. - Ebru Karaköse; Muhsin Tunay Gençoglu; Mehmet Karaköse; Orhan Yaman; Ilhan Aydin; Erhan Akin (J. Intell. Manuf., 2018)

A Novel Reconfiguration Method Using Image Processing Based Moving Shadow Detection, Optimization, and Analysis for PV Arrays. - Mehmet Karaköse; Mehmet Baygin; Koray Sener Parlak; Nursena Baygin; Erhan Akin (J. Inf. Sci. Eng., 2018)

Genetic Algorithm Based Fuzzy Cognitive Map Concept Relationship Determination and Sigmoid Configuration. - Turan Goktug Altundogan; Mehmet Karaköse (ISSE, 2020)

Comparative Analysis of Cyber Security Approaches Using Machine Learning in Industry 4.0. - F. Sumeyye Cebeloglu; Mehmet Karaköse (ISSE, 2020)

Wearable Glove Based Approach for Human-UAV Interaction. - Taha Müezzinoglu; Mehmet Karaköse (ISSE, 2020)

Optimized Deep Reinforcement Learning Approach for Dynamic System. - Ziya Tan; Mehmet Karaköse (ISSE, 2020)

Optimization of Mass Customization Process using Quantum-inspired Evolutionary Algorithm in Industry 4.0. - Hasan Yetis; Mehmet Karaköse (ISSE, 2020)

Architecture and implementation of a smart-pregnancy monitoring system using web-based application. - Yunus Santur; Sinem Güven Santur; Mehmet Karaköse (Expert Syst. J. Knowl. Eng., 2020)

Contactless Rail Profile Measurement and Rail Fault Diagnosis Approach Using Featured Pixel Counting. - Gulsah Karaduman; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (Intell. Autom. Soft Comput., 2020)

A new method for time series classification using multi-dimensional phase space and a statistical control chart. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (Neural Comput. Appl., 2020)

Complex Fuzzy System Based Predictive Maintenance Approach in Railways. - Mehmet Karaköse; Orhan Yaman (IEEE Trans. Ind. Informatics, 2020)

Defect classification based on deep features for railway tracks in sustainable transportation. - Ilhan Aydin; Erhan Akin; Mehmet Karaköse (Appl. Soft Comput., 2021)

An Intelligent Human-Unmanned Aerial Vehicle Interaction Approach in Real Time Based on Machine Learning Using Wearable Gloves. - Taha Müezzinoglu; Mehmet Karaköse (Sensors, 2021)

A blockchain-based approach to smart cargo transportation using UHF RFID. - Mehmet Baygin; Orhan Yaman; Nursena Baygin; Mehmet Karaköse (Expert Syst. Appl., 2022)

An improved and cost reduced quantum circuit generator approach for image encoding applications. - Hasan Yetis; Mehmet Karaköse (Quantum Inf. Process., 2022)

A new approach for drone tracking with drone using Proximal Policy Optimization based distributed deep reinforcement learning. - Ziya Tan; Mehmet Karaköse (SoftwareX, 2023)

An efficient and scalable variational quantum circuits approach for deep reinforcement learning. - Niyazi Furkan Bar; Hasan Yetis; Mehmet Karaköse (Quantum Inf. Process., 2023)

Quantum Computing Based Collaborative Optimum Mission Allocation Approach for Heterogeneous Multi Unmanned Vehicles. - Niyazi Furkan Bar; Hasan Yetis; Nigar Ozbey; Mehmet Karaköse (IEEE Access, 2024)

A New Approach for Effective Medical Deepfake Detection in Medical Images. - Mehmet Karaköse; Hasan Yetis; Mert Çeçen (IEEE Access, 2024)

Dynamic Fuzzy Cognitive Maps-Based Crowd Analysis Using Time Series Obtained From Video Processing. - Turan Goktug Altundogan; Mehmet Karaköse; Orhan Yaman; Senem Tanberk; Fatih Mert; Asim Egemen Yilmaz (IEEE Access, 2025)

A new drone chasing drone approach based on deep reinforcement learning with accelerated rewards. - Ziya Tan; Mehmet Karaköse (SoftwareX, 2025)