Mehmet Karaköse

84 papers B 3C 6Misc 1Journal 40Unranked 34

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A New Multi Objective Video Summarization Approach for Video Surveillance Analytics Applications on Smart Cities. IEEE Access Turan Goktug Altundogan, Mehmet Karaköse, Fatih Mert
2025	J	`jnl`	A Realistic and New Approach for Crowd Density, Quantity, Types, and Anomaly Detection Using Effective Multi-Task Deep Learning Model. IEEE Access Turan Goktug Altundogan, Selen Gürbüz, Mehmet Karaköse
2025	J	`jnl`	A new drone chasing drone approach based on deep reinforcement learning with accelerated rewards. SoftwareX Ziya Tan, Mehmet Karaköse
2025	J	`jnl`	An Adaptive Multi-Agent LLM-Based Clinical Decision Support System Integrating Biomedical RAG and Web Intelligence. IEEE Access Çagatay Umut Ögdü, Kübra Arslanoglu, Mehmet Karaköse
2025	J	`jnl`	Dynamic Fuzzy Cognitive Maps-Based Crowd Analysis Using Time Series Obtained From Video Processing. IEEE Access Turan Goktug Altundogan, Mehmet Karaköse, Orhan Yaman, Senem Tanberk, Fatih Mert, Asim Egemen Yilmaz
2025	J	`jnl`	Genetic algorithm-based dimensionality reduction method for classification of hyperspectral images. J. Intell. Syst. Yucel Demirel, Orhan Yaman, Mehmet Karaköse
2025	J	`jnl`	QUBVIS: query based multi-modal summarization system using CLIP based transformer and vision language models. SoftwareX Turan Goktug Altundogan, Mehmet Karaköse
2025	—	`conf`	YOLOv11-Based Explainable Framework for Anomaly Detection in Crowded Scenes Using Attention Fusion. ACIT Melisa Gozet, Mehmet Karaköse, Asim Egemen Yilmaz
2024	J	`jnl`	A New Approach for Effective Medical Deepfake Detection in Medical Images. IEEE Access Mehmet Karaköse, Hasan Yetis, Mert Çeçen
2024	J	`jnl`	Quantum Computing Based Collaborative Optimum Mission Allocation Approach for Heterogeneous Multi Unmanned Vehicles. IEEE Access Niyazi Furkan Bar, Hasan Yetis, Nigar Ozbey, Mehmet Karaköse
2023	J	`jnl`	A new approach for drone tracking with drone using Proximal Policy Optimization based distributed deep reinforcement learning. SoftwareX Ziya Tan, Mehmet Karaköse
2023	J	`jnl`	An efficient and scalable variational quantum circuits approach for deep reinforcement learning. Quantum Inf. Process. Niyazi Furkan Bar, Hasan Yetis, Mehmet Karaköse
2022	J	`jnl`	A blockchain-based approach to smart cargo transportation using UHF RFID. Expert Syst. Appl. Mehmet Baygin, Orhan Yaman, Nursena Baygin, Mehmet Karaköse
2022	J	`jnl`	An improved and cost reduced quantum circuit generator approach for image encoding applications. Quantum Inf. Process. Hasan Yetis, Mehmet Karaköse
2021	J	`jnl`	An Intelligent Human-Unmanned Aerial Vehicle Interaction Approach in Real Time Based on Machine Learning Using Wearable Gloves. Sensors Taha Müezzinoglu, Mehmet Karaköse
2021	J	`jnl`	Defect classification based on deep features for railway tracks in sustainable transportation. Appl. Soft Comput. Ilhan Aydin, Erhan Akin, Mehmet Karaköse
2020	J	`jnl`	A new method for time series classification using multi-dimensional phase space and a statistical control chart. Neural Comput. Appl. Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2020	J	`jnl`	Architecture and implementation of a smart-pregnancy monitoring system using web-based application. Expert Syst. J. Knowl. Eng. Yunus Santur, Sinem Güven Santur, Mehmet Karaköse
2020	—	`conf`	Comparative Analysis of Cyber Security Approaches Using Machine Learning in Industry 4.0. ISSE F. Sumeyye Cebeloglu, Mehmet Karaköse
2020	J	`jnl`	Complex Fuzzy System Based Predictive Maintenance Approach in Railways. IEEE Trans. Ind. Informatics Mehmet Karaköse, Orhan Yaman
2020	J	`jnl`	Contactless Rail Profile Measurement and Rail Fault Diagnosis Approach Using Featured Pixel Counting. Intell. Autom. Soft Comput. Gulsah Karaduman, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
2020	—	`conf`	Genetic Algorithm Based Fuzzy Cognitive Map Concept Relationship Determination and Sigmoid Configuration. ISSE Turan Goktug Altundogan, Mehmet Karaköse
2020	—	`conf`	Optimization of Mass Customization Process using Quantum-inspired Evolutionary Algorithm in Industry 4.0. ISSE Hasan Yetis, Mehmet Karaköse
2020	—	`conf`	Optimized Deep Reinforcement Learning Approach for Dynamic System. ISSE Ziya Tan, Mehmet Karaköse
2020	—	`conf`	Wearable Glove Based Approach for Human-UAV Interaction. ISSE Taha Müezzinoglu, Mehmet Karaköse
2018	J	`jnl`	A New Approach for Condition Monitoring and Detection of Rail Components and Rail Track in Railway. Int. J. Comput. Intell. Syst. Mehmet Karaköse, Orhan Yaman, Kagan Murat, Erhan Akin
2018	J	`jnl`	A Novel Reconfiguration Method Using Image Processing Based Moving Shadow Detection, Optimization, and Analysis for PV Arrays. J. Inf. Sci. Eng. Mehmet Karaköse, Mehmet Baygin, Koray Sener Parlak, Nursena Baygin, Erhan Akin
2018	J	`jnl`	A new arc detection method based on fuzzy logic using S-transform for pantograph-catenary systems. J. Intell. Manuf. Ebru Karaköse, Muhsin Tunay Gençoglu, Mehmet Karaköse, Orhan Yaman, Ilhan Aydin, Erhan Akin
2018	J	`jnl`	A new fault diagnosis approach for induction motor using negative selection algorithm and its real-time implementation on FPGA. J. Intell. Fuzzy Syst. Ilhan Aydin, Mehmet Karaköse, Ebru Karaköse, Erhan Akin
2018	J	`jnl`	An Image Processing based Object Counting Approach for Machine Vision Application. CoRR Mehmet Baygin, Mehmet Karaköse, Alisan Sarimaden, Erhan Akin
2018	J	`jnl`	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. Mehmet Karaköse
2018	J	`jnl`	An adaptive fault diagnosis approach using pipeline implementation for railway inspection. Turkish J. Electr. Eng. Comput. Sci. Yunus Santur, Mehmet Karaköse, Erhan Akin
2018	J	`jnl`	Image Processing-Based Center Calculation Method for General and Interval Type-2 Fuzzy Systems. Int. J. Fuzzy Syst. Mehmet Karaköse, Hasan Yetis, Semiha Makinist
2018	J	`jnl`	Sine-square embedded fuzzy sets versus type-2 fuzzy sets. Adv. Eng. Informatics Mehmet Karaköse, Hasan Yetis, Erhan Akin
2017	J	`jnl`	A Cyberphysical System Based Mass-Customization Approach with Integration of Industry 4.0 and Smart City. Wirel. Commun. Mob. Comput. Mehmet Karaköse, Hasan Yetis
2017	J	`jnl`	A New Experimental Approach Using Image Processing-Based Tracking for an Efficient Fault Diagnosis in Pantograph-Catenary Systems. IEEE Trans. Ind. Informatics Ebru Karaköse, Muhsin Tunay Gençoglu, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
2016	C	`conf`	A new real-time fuzzy logic based diagnosis of stator faults for inverter-fed induction motor under low speeds. INDIN Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2016	—	`conf`	An effect analysis of industry 4.0 to higher education. ITHET Mehmet Baygin, Hasan Yetis, Mehmet Karaköse, Erhan Akin
2016	—	`conf`	An integration approach for distributed education with lecture, project, problem and work based learning. ITHET Busra Akarsu, Koray Sener Parlak, Mehmet Karaköse
2016	—	`conf`	An investigation for benefits of cyber-physical systems in higher education courses. ITHET Hasan Yetis, Mehmet Baygin, Mehmet Karaköse
2016	C	`conf`	Chouqet fuzzy integral based condition monitoring and analysis approach using simulation framework for rail faults. INDIN Yunus Santur, Mehmet Karaköse, Erhan Akin
2016	—	`conf`	Development of image processing based methods using augmented reality in higher education. ITHET Orhan Yaman, Mehmet Karaköse
2016	J	`jnl`	Fuzzy Based Reconfiguration Method Using Intelligent Partial Shadow Detection in PV Arrays. Int. J. Comput. Intell. Syst. Mehmet Karaköse, Mehmet Baygin, Kagan Murat, Nursena Baygin, Erhan Akin
2016	—	`conf`	Hardware, software, and human in the loop education supported with social network analysis and mining. ITHET Mehmet Karaköse
2016	—	`conf`	IMU based adaptive blur removal approach using image processing for railway inspection. IWSSIP Yunus Santur, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
2016	—	`conf`	Image processing based traffic sign detection and recognition with fuzzy integral. IWSSIP Canan Tastimur, Mehmet Karaköse, Yavuz Celik, Erhan Akin
2016	—	`conf`	Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education. ITHET Canan Tastimur, Mehmet Karaköse, Erhan Akin
2016	—	`conf`	Improving of personal educational content using big data approach for mooc in higher education. ITHET Yunus Santur, Mehmet Karaköse, Erhan Akin
2016	C	`conf`	Rail defect detection with real time image processing technique. INDIN Canan Tastimur, Mehmet Karaköse, Erhan Akin, Ilhan Aydin
2016	C	`conf`	Real-time condition monitoring approach of pantograph-catenary system using FPGA. INDIN Mehmet Karaköse, Orhan Yaman, Ilhan Aydin, Ebru Karaköse
2016	J	`jnl`	Sensor Based Intelligent Systems for Detection and Diagnosis. J. Sensors Mehmet Karaköse
2016	—	`conf`	The determination and analysis of factors affecting to student learning by artificial intelligence in higher education. ITHET Nigar Ozbey, Mehmet Karaköse, Aysegül Uçar
2015	J	`jnl`	Anomaly detection using a modified kernel-based tracking in the pantograph-catenary system. Expert Syst. Appl. Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2015	J	`jnl`	Combined intelligent methods based on wireless sensor networks for condition monitoring and fault diagnosis. J. Intell. Manuf. Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2015	—	`conf`	Detection of rail faults using morphological feature extraction based image processing. SIU Canan Tastimur, Erhan Akin, Mehmet Karaköse, Ilhan Aydin
2015	—	`conf`	Dynamic Behavior analysis of PV cell With Lyapunov exponents. SIU Mehmet Saman, Mehmet Karaköse, Erhan Akin
2015	—	`conf`	Image processing based fault detection approach for rail surface. SIU Orhan Yaman, Mehmet Karaköse, Erhan Akin, Ilhan Aydin
2015	—	`conf`	Negative selection based shadow detection algorithm. SIU Kazim Firildak, Mehmet Karaköse
2015	—	`conf`	State change detection on PV panels based on image processing. SIU Nigar Ozbey, Mehmet Karaköse
2014	—	`conf`	A new efficient reconfiguration approach based on genetic algorithm in PV systems. ISIE Mehmet Karaköse, Kagan Murat, Erhan Akin, Koray Sener Parlak
2014	—	`conf`	An analysis approach for optimization based reconfiguration in photovoltaic arrays. ISIE Mehmet Karaköse, Mehmet Baygin, Nursena Baygin
2014	C	`conf`	An intelligent reconfiguration approach based on fuzzy partitioning in PV arrays. INISTA Mehmet Karaköse, Mehmet Baygin, Nursena Baygin, Kagan Murat, Erhan Akin
2014	—	`conf`	Detection of pantograph geometric model based on fuzzy logic and image processing. SIU Orhan Yaman, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
2014	—	`conf`	Image processing and model based arc detection in pantograph catenary systems. SIU Orhan Yaman, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
2014	—	`conf`	Monitoring of pantograph-catenary interaction by using particle swarm based contact wire tracking. IWSSIP Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2014	C	`conf`	Particle swarm based arc detection on time series in pantograph-catenary system. INISTA Ilhan Aydin, Orhan Yaman, Mehmet Karaköse, S. Baris Celebi
2013	B	`conf`	A Robust Anomaly Detection in Pantograph-Catenary System Based on Mean-Shift Tracking and Foreground Detection. SMC Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2013	—	`conf`	A new approach based on boundary analysis of reconstructed phase space for fault diagnosis. ASCC Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2013	—	`conf`	Image processing based defuzzification method for type-2 fuzzy systems. ASCC Mehmet Karaköse, Semiha Makinist
2013	—	`conf`	Type-2 fuzzy based quadrotor control approach. ASCC Ismail Ilhan, Mehmet Karaköse
2013	—	`conf`	Wireless sensor network based fault diagnosis approaches. SIU Orhan Yaman, Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2012	J	`jnl`	An adaptive artificial immune system for fault classification. J. Intell. Manuf. Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2012	—	`conf`	Real time voice recognition based smart home application. SIU Mehmet Baygin, Mehmet Karaköse
2011	J	`jnl`	A multi-objective artificial immune algorithm for parameter optimization in support vector machine. Appl. Soft Comput. Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2010	J	`jnl`	Artificial immune classifier with swarm learning. Eng. Appl. Artif. Intell. Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2010	J	`jnl`	Chaotic-based hybrid negative selection algorithm and its applications in fault and anomaly detection. Expert Syst. Appl. Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2010	—	`conf`	FPGA based real time fuzzy fault detection algorithm. SoCPaR Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2010	B	`conf`	Generation of classification rules using artificial immune system for fault diagnosis. SMC Ilhan Aydin, Mehmet Karaköse, Erhan Akin
2010	B	`conf`	Sine-square embedded fuzzy sets. SMC Mehmet Karaköse
2009	J	`jnl`	Design and simulation of self-tuning PID-type fuzzy adaptive control for an expert HVAC system. Expert Syst. Appl. Servet Soyguder, Mehmet Karaköse, Hasan Alli
2004	—	`conf`	Type-2 fuzzy activation function for multilayer feedforward neural networks. SMC (4) Mehmet Karaköse, Erhan Akin
2003	J	`jnl`	A robust integrator algorithm with genetic based fuzzy controller feedback for direct vector control. Comput. Electr. Eng. Erhan Akin, Mehmet Kaya, Mehmet Karaköse
2001	—	`conf`	DSP Implementation of Fuzzy Controlled Magnetic Levitation System. Fuzzy Days Ahmet Orhan, Erhan Akin, Mehmet Karaköse
2001	Misc	`conf`	Design of a Fuzzy Controller Using a Genetic Algorithm for Stator Flux Estimation. International Conference on Computational Science (2) Mehmet Karaköse, Mehmet Kaya, Erhan Akin