Erhan Akin

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 27

Top Topics

Induction Motor

Image Processing

Fault Diagnosis

Top Venues

Publications

Gulsah Karaduman, Ilhan Aydin, Erhan Akin, Selçuk Özdemir
Detection of the Steel Faults Based on Deep Learning. INISTA (2022)
Gulsah Karaduman, Erhan Akin
A New Approach Based on Predictive Maintenance Using the Fuzzy Classifier in Pantograph-Catenary Systems. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Ilhan Aydin, Mehmet Sevi, Mehmet Umut Salur, Erhan Akin
Defect classification of railway fasteners using image preprocessing and alightweight convolutional neural network. Turkish J. Electr. Eng. Comput. Sci. 30 (3) (2022)
Canan Tastimur, Erhan Akin
GMRNet: A Novel Geometric Mean Relation Network for Few-Shot Very Similar Object Classification. IEEE Access 10 (2022)
Canan Tastimur, Erhan Akin
Fastener Classification Using One-Shot Learning with Siamese Convolution Networks. J. Univers. Comput. Sci. 28 (1) (2022)
Ilhan Aydin, Selçuk Sinan Kirat, Erhan Akin
Detection of Rail Surface Defects with Two Deep Learning Methods: Comparative Analysis. SIU (2022)
Ilhan Aydin, Erhan Akin, Mehmet Karaköse
Defect classification based on deep features for railway tracks in sustainable transportation. Appl. Soft Comput. 111 (2021)
Emre Güçlü, Ilhan Aydin, Erhan Akin
Fuzzy PID Based Autonomous UAV Design for Railway Tracking. ICIT (2021)
Gulsah Karaduman, Erhan Akin
A Deep Learning Based Method for Detecting of Wear on the Current Collector Strips' Surfaces of the Pantograph in Railways. IEEE Access 8 (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, 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, 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)
Canan Tastimur, Mehmet Karaköse, Erhan Akin
Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education. 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)
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)
Yunus Santur, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
IMU based adaptive blur removal approach using image processing for railway inspection. IWSSIP (2016)
Yunus Santur, Mehmet Karaköse, Erhan Akin
Improving of personal educational content using big data approach for mooc in higher education. ITHET (2016)
Mehmet Saman, Mehmet Karaköse, Erhan Akin
Dynamic Behavior analysis of PV cell With Lyapunov exponents. 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)
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)
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)
Haluk Eren, Semiha Makinist, Erhan Akin, Alper Yilmaz
Estimating driving behavior by a smartphone. Intelligent Vehicles Symposium (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)
Bilal Alatas, Erhan Akin
Multi-objective rule mining using a chaotic particle swarm optimization algorithm. Knowl. Based Syst. 22 (6) (2009)
Bilal Alatas, Erhan Akin, Ali Karci
MODENAR: Multi-objective differential evolution algorithm for mining numeric association rules. Appl. Soft Comput. 8 (1) (2008)
Bilal Alatas, Erhan Akin
Rough particle swarm optimization and its applications in data mining. Soft Comput. 12 (12) (2008)
Bilal Alatas, Erhan Akin
An efficient genetic algorithm for automated mining of both positive and negative quantitative association rules. Soft Comput. 10 (3) (2006)
Bilal Alatas, Erhan Akin
FCACO: Fuzzy Classification Rules Mining Algorithm with Ant Colony Optimization. ICNC (3) (2005)
Erkan Duman, Mehmet Kaya, Erhan Akin
A Multi-agent Fuzzy-Reinforcement Learning Method for Continuous Domains. CEEMAS (2005)
Bilal Alatas, Erhan Akin
Mining Fuzzy Classification Rules Using an Artificial Immune System with Boosting. ADBIS (2005)
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)