Erhan Akin

62 papers B 3C 6Misc 1Journal 29Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
KnitStructNet: A Structure-Aware Dual-Scale Framework for Stitch-Level Segmentation on Physically Captured Knitted Fabrics.
IEEE Access
Osman Gumus, Erhan Akin, Ilhan Aydin, Irfan Yolcular
2025 — conf
Automatic Detection and Semantic Segmentation of Flood Events Using Deep Learning-Based Methods.
ACIT
Emre Güçlü, Ilhan Aydin, Yusra Karabulut, Erhan Akin
2025 — conf
Post-Earthquake Building Collapse Detection and Damage Reporting Using Deep Learning.
ACIT
Cagri Karakas, Ilhan Aydin, Erhan Akin
2022 J jnl
A New Approach Based on Predictive Maintenance Using the Fuzzy Classifier in Pantograph-Catenary Systems.
IEEE Trans. Intell. Transp. Syst.
Gulsah Karaduman, Erhan Akin
2022 J jnl
Defect classification of railway fasteners using image preprocessing and alightweight convolutional neural network.
Turkish J. Electr. Eng. Comput. Sci.
Ilhan Aydin, Mehmet Sevi, Mehmet Umut Salur, Erhan Akin
2022 — conf
Detection of Rail Surface Defects with Two Deep Learning Methods: Comparative Analysis.
SIU
Ilhan Aydin, Selçuk Sinan Kirat, Erhan Akin
2022 C conf
Detection of the Steel Faults Based on Deep Learning.
INISTA
Gulsah Karaduman, Ilhan Aydin, Erhan Akin, Selçuk Özdemir
2022 J jnl
Fastener Classification Using One-Shot Learning with Siamese Convolution Networks.
J. Univers. Comput. Sci.
Canan Tastimur, Erhan Akin
2022 J jnl
GMRNet: A Novel Geometric Mean Relation Network for Few-Shot Very Similar Object Classification.
IEEE Access
Canan Tastimur, Erhan Akin
2021 J jnl
Defect classification based on deep features for railway tracks in sustainable transportation.
Appl. Soft Comput.
Ilhan Aydin, Erhan Akin, Mehmet Karaköse
2021 — conf
Fuzzy PID Based Autonomous UAV Design for Railway Tracking.
ICIT
Emre Güçlü, Ilhan Aydin, Erhan Akin
2020 J jnl
A Deep Learning Based Method for Detecting of Wear on the Current Collector Strips' Surfaces of the Pantograph in Railways.
IEEE Access
Gulsah Karaduman, Erhan Akin
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
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
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 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
Sine-square embedded fuzzy sets versus type-2 fuzzy sets.
Adv. Eng. Informatics
Mehmet Karaköse, Hasan Yetis, Erhan Akin
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 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 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
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
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
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 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
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
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 B conf
Estimating driving behavior by a smartphone.
Intelligent Vehicles Symposium
Haluk Eren, Semiha Makinist, Erhan Akin, Alper Yilmaz
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
2009 J jnl
Multi-objective rule mining using a chaotic particle swarm optimization algorithm.
Knowl. Based Syst.
Bilal Alatas, Erhan Akin
2008 J jnl
MODENAR: Multi-objective differential evolution algorithm for mining numeric association rules.
Appl. Soft Comput.
Bilal Alatas, Erhan Akin, Ali Karci
2008 J jnl
Rough particle swarm optimization and its applications in data mining.
Soft Comput.
Bilal Alatas, Erhan Akin
2006 J jnl
An efficient genetic algorithm for automated mining of both positive and negative quantitative association rules.
Soft Comput.
Bilal Alatas, Erhan Akin
2005 — conf
A Multi-agent Fuzzy-Reinforcement Learning Method for Continuous Domains.
CEEMAS
Erkan Duman, Mehmet Kaya, Erhan Akin
2005 — conf
FCACO: Fuzzy Classification Rules Mining Algorithm with Ant Colony Optimization.
ICNC (3)
Bilal Alatas, Erhan Akin
2005 C conf
Mining Fuzzy Classification Rules Using an Artificial Immune System with Boosting.
ADBIS
Bilal Alatas, Erhan Akin
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