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)

Mining Fuzzy Classification Rules Using an Artificial Immune System with Boosting. - Bilal Alatas; Erhan Akin (ADBIS, 2005)

A Multi-agent Fuzzy-Reinforcement Learning Method for Continuous Domains. - Erkan Duman; Mehmet Kaya; Erhan Akin (CEEMAS, 2005)

FCACO: Fuzzy Classification Rules Mining Algorithm with Ant Colony Optimization. - Bilal Alatas; Erhan Akin (ICNC (3), 2005)

An efficient genetic algorithm for automated mining of both positive and negative quantitative association rules. - Bilal Alatas; Erhan Akin (Soft Comput., 2006)

MODENAR: Multi-objective differential evolution algorithm for mining numeric association rules. - Bilal Alatas; Erhan Akin; Ali Karci (Appl. Soft Comput., 2008)

Rough particle swarm optimization and its applications in data mining. - Bilal Alatas; Erhan Akin (Soft Comput., 2008)

Multi-objective rule mining using a chaotic particle swarm optimization algorithm. - Bilal Alatas; Erhan Akin (Knowl. Based Syst., 2009)

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

Estimating driving behavior by a smartphone. - Haluk Eren; Semiha Makinist; Erhan Akin; Alper Yilmaz (Intelligent Vehicles Symposium, 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)

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)

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

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)

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

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)

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)

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)

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)

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)

A Deep Learning Based Method for Detecting of Wear on the Current Collector Strips' Surfaces of the Pantograph in Railways. - Gulsah Karaduman; Erhan Akin (IEEE Access, 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)

Fuzzy PID Based Autonomous UAV Design for Railway Tracking. - Emre Güçlü; Ilhan Aydin; Erhan Akin (ICIT, 2021)

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

Detection of the Steel Faults Based on Deep Learning. - Gulsah Karaduman; Ilhan Aydin; Erhan Akin; Selçuk Özdemir (INISTA, 2022)

Detection of Rail Surface Defects with Two Deep Learning Methods: Comparative Analysis. - Ilhan Aydin; Selçuk Sinan Kirat; Erhan Akin (SIU, 2022)

GMRNet: A Novel Geometric Mean Relation Network for Few-Shot Very Similar Object Classification. - Canan Tastimur; Erhan Akin (IEEE Access, 2022)

Defect classification of railway fasteners using image preprocessing and alightweight convolutional neural network. - Ilhan Aydin; Mehmet Sevi; Mehmet Umut Salur; Erhan Akin (Turkish J. Electr. Eng. Comput. Sci., 2022)

Fastener Classification Using One-Shot Learning with Siamese Convolution Networks. - Canan Tastimur; Erhan Akin (J. Univers. Comput. Sci., 2022)

A New Approach Based on Predictive Maintenance Using the Fuzzy Classifier in Pantograph-Catenary Systems. - Gulsah Karaduman; Erhan Akin (IEEE Trans. Intell. Transp. Syst., 2022)