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ORCIDErhan Akin
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2020 – today
- 2022
[j26]Canan Tastimur
, Erhan Akin:
GMRNet: A Novel Geometric Mean Relation Network for Few-Shot Very Similar Object Classification. IEEE Access 10: 97360-97369 (2022)- [j25]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): 891-907 (2022) - [j24]Canan Tastimur, Erhan Akin:
Fastener Classification Using One-Shot Learning with Siamese Convolution Networks. J. Univers. Comput. Sci. 28(1): 80-97 (2022) - [j23]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): 4236-4246 (2022) - [c31]Gulsah Karaduman, Ilhan Aydin, Erhan Akin, Selçuk Özdemir:
Detection of the Steel Faults Based on Deep Learning. INISTA 2022: 1-2 - [c30]Ilhan Aydin, Selçuk Sinan Kirat, Erhan Akin:
Detection of Rail Surface Defects with Two Deep Learning Methods: Comparative Analysis. SIU 2022: 1-4 - 2021
- [j22]Ilhan Aydin, Erhan Akin, Mehmet Karaköse:
Defect classification based on deep features for railway tracks in sustainable transportation. Appl. Soft Comput. 111: 107706 (2021) - [c29]Emre Güçlü, Ilhan Aydin, Erhan Akin:
Fuzzy PID Based Autonomous UAV Design for Railway Tracking. ICIT 2021: 456-461 - 2020
- [j21]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: 183799-183812 (2020) - [j20]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): 7439-7453 (2020)
2010 – 2019
- 2018
- [j19]Mehmet Karaköse, Hasan Yetis, Erhan Akin:
Sine-square embedded fuzzy sets versus type-2 fuzzy sets. Adv. Eng. Informatics 36: 43-54 (2018) - [j18]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): 987-998 (2018) - [j17]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): 830-845 (2018) - [j16]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): 689-701 (2018) - [j15]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): 839-856 (2018) - [j14]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): 1307-1328 (2018) - [i1]Mehmet Baygin, Mehmet Karaköse, Alisan Sarimaden, Erhan Akin:
An Image Processing based Object Counting Approach for Machine Vision Application. CoRR abs/1802.05911 (2018) - 2017
- [j13]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): 635-643 (2017) - 2016
- [j12]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): 202-212 (2016) - [c28]Yunus Santur, Mehmet Karaköse, Erhan Akin:
Chouqet fuzzy integral based condition monitoring and analysis approach using simulation framework for rail faults. INDIN 2016: 345-350 - [c27]Canan Tastimur, Mehmet Karaköse, Erhan Akin, Ilhan Aydin:
Rail defect detection with real time image processing technique. INDIN 2016: 411-415 - [c26]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: 446-451 - [c25]Mehmet Baygin, Hasan Yetis, Mehmet Karaköse, Erhan Akin:
An effect analysis of industry 4.0 to higher education. ITHET 2016: 1-4 - [c24]Yunus Santur, Mehmet Karaköse, Erhan Akin:
Improving of personal educational content using big data approach for mooc in higher education. ITHET 2016: 1-4 - [c23]Canan Tastimur, Mehmet Karaköse, Erhan Akin:
Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education. ITHET 2016: 1-7 - [c22]Yunus Santur, Mehmet Karaköse, Ilhan Aydin, Erhan Akin:
IMU based adaptive blur removal approach using image processing for railway inspection. IWSSIP 2016: 1-4 - [c21]Canan Tastimur, Mehmet Karaköse, Yavuz Celik, Erhan Akin:
Image processing based traffic sign detection and recognition with fuzzy integral. IWSSIP 2016: 1-4 - 2015
- [j11]Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
Anomaly detection using a modified kernel-based tracking in the pantograph-catenary system. Expert Syst. Appl. 42(2): 938-948 (2015) - [j10]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): 717-729 (2015) - [c20]Orhan Yaman, Mehmet Karaköse, Erhan Akin, Ilhan Aydin:
Image processing based fault detection approach for rail surface. SIU 2015: 1118-1121 - [c19]Mehmet Saman, Mehmet Karaköse, Erhan Akin:
Dynamic Behavior analysis of PV cell With Lyapunov exponents. SIU 2015: 1122-1125 - [c18]Canan Tastimur, Erhan Akin, Mehmet Karaköse, Ilhan Aydin:
Detection of rail faults using morphological feature extraction based image processing. SIU 2015: 1244-1247 - 2014
- [c17]Mehmet Karaköse, Mehmet Baygin, Nursena Baygin, Kagan Murat, Erhan Akin:
An intelligent reconfiguration approach based on fuzzy partitioning in PV arrays. INISTA 2014: 356-360 - [c16]Mehmet Karaköse, Kagan Murat, Erhan Akin, Koray Sener Parlak:
A new efficient reconfiguration approach based on genetic algorithm in PV systems. ISIE 2014: 23-28 - [c15]Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
Monitoring of pantograph-catenary interaction by using particle swarm based contact wire tracking. IWSSIP 2014: 23-26 - [c14]Orhan Yaman, Mehmet Karaköse, Ilhan Aydin, Erhan Akin:
Detection of pantograph geometric model based on fuzzy logic and image processing. SIU 2014: 686-689 - [c13]Orhan Yaman, Mehmet Karaköse, Ilhan Aydin, Erhan Akin:
Image processing and model based arc detection in pantograph catenary systems. SIU 2014: 1934-1937 - 2013
- [c12]Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
A new approach based on boundary analysis of reconstructed phase space for fault diagnosis. ASCC 2013: 1-6 - [c11]Orhan Yaman, Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
Wireless sensor network based fault diagnosis approaches. SIU 2013: 1-4 - [c10]Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
A Robust Anomaly Detection in Pantograph-Catenary System Based on Mean-Shift Tracking and Foreground Detection. SMC 2013: 4444-4449 - 2012
- [j9]Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
An adaptive artificial immune system for fault classification. J. Intell. Manuf. 23(5): 1489-1499 (2012) - [c9]Haluk Eren, Semiha Makinist, Erhan Akin, Alper Yilmaz:
Estimating driving behavior by a smartphone. Intelligent Vehicles Symposium 2012: 234-239 - 2011
- [j8]Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
A multi-objective artificial immune algorithm for parameter optimization in support vector machine. Appl. Soft Comput. 11(1): 120-129 (2011) - 2010
- [j7]Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
Artificial immune classifier with swarm learning. Eng. Appl. Artif. Intell. 23(8): 1291-1302 (2010) - [j6]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): 5285-5294 (2010) - [c8]Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
Generation of classification rules using artificial immune system for fault diagnosis. SMC 2010: 343-349 - [c7]Ilhan Aydin, Mehmet Karaköse, Erhan Akin:
FPGA based real time fuzzy fault detection algorithm. SoCPaR 2010: 389-394
2000 – 2009
- 2009
- [j5]Bilal Alatas, Erhan Akin:
Multi-objective rule mining using a chaotic particle swarm optimization algorithm. Knowl. Based Syst. 22(6): 455-460 (2009) - 2008
- [j4]Bilal Alatas, Erhan Akin, Ali Karci:
MODENAR: Multi-objective differential evolution algorithm for mining numeric association rules. Appl. Soft Comput. 8(1): 646-656 (2008) - [j3]Bilal Alatas, Erhan Akin:
Rough particle swarm optimization and its applications in data mining. Soft Comput. 12(12): 1205-1218 (2008) - 2006
- [j2]Bilal Alatas, Erhan Akin:
An efficient genetic algorithm for automated mining of both positive and negative quantitative association rules. Soft Comput. 10(3): 230-237 (2006) - 2005
- [c6]Bilal Alatas, Erhan Akin:
Mining Fuzzy Classification Rules Using an Artificial Immune System with Boosting. ADBIS 2005: 283-293 - [c5]Erkan Duman, Mehmet Kaya, Erhan Akin:
A Multi-agent Fuzzy-Reinforcement Learning Method for Continuous Domains. CEEMAS 2005: 306-315 - [c4]Bilal Alatas, Erhan Akin:
FCACO: Fuzzy Classification Rules Mining Algorithm with Ant Colony Optimization. ICNC (3) 2005: 787-797 - 2004
- [c3]Mehmet Karaköse, Erhan Akin:
Type-2 fuzzy activation function for multilayer feedforward neural networks. SMC (4) 2004: 3762-3767 - 2003
- [j1]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): 379-394 (2003) - 2001
- [c2]Ahmet Orhan, Erhan Akin, Mehmet Karaköse:
DSP Implementation of Fuzzy Controlled Magnetic Levitation System. Fuzzy Days 2001: 950-958 - [c1]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: 272-280
Coauthor Index
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