E. Akin

Mehmet Karaköse, Erhan Akin, Hasan Yetis, 2016, 2016 15th International Conference on Information Technology Based Higher Education and Training (ITHET).

Image processing based traffic sign detection and recognition with fuzzy integral

Mehmet Karaköse, Erhan Akin, Canan Tastimur, 2016, 2016 International Conference on Systems, Signals and Image Processing (IWSSIP).

A vision based traffic light detection and recognition approach for intelligent vehicles

Mehmet Karakose, Erhan Akin, Ziya Ozcelik, 2017, 2017 International Conference on Computer Science and Engineering (UBMK).

Deep learning based Arc detection in pantograph-catenary systems

Mehmet Karakose, Erhan Akin, Gulsah Karaduman, 2017, 2017 10th International Conference on Electrical and Electronics Engineering (ELECO).

Fastener Classification Using One-Shot Learning with Siamese Convolution Networks

E. Akin, Canan Tastimur, 2022, J. Univers. Comput. Sci..

A vision based inspection system using gaussian mixture model based interactive segmentation

Mehmet Karaköse, Erhan Akin, Ilhan Aydin, 2017, 2017 International Artificial Intelligence and Data Processing Symposium (IDAP).

TOOLS FOR DETECTING CHAOS

Erhan Akin, E. Akin, A. Özer, 2005 .

Fuzzy Based Reconfiguration Method Using Intelligent Partial Shadow Detection in PV Arrays

Mehmet Karaköse, Erhan Akin, Nursena Baygin, 2016, Int. J. Comput. Intell. Syst..

An intelligent reconfiguration approach based on fuzzy partitioning in PV arrays

Mehmet Karaköse, Erhan Akin, Nursena Baygin, 2014, 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) Proceedings.

A new efficient reconfiguration approach based on genetic algorithm in PV systems

Mehmet Karaköse, Erhan Akin, Koray Sener Parlak, 2014, 2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE).

Defect classification based on deep features for railway tracks in sustainable transportation

Mehmet Karaköse, Erhan Akin, Ilhan Aydin, 2021, Appl. Soft Comput..

Improvement of relative accreditation methods based on data mining and artificial intelligence for higher education

Canan Tastimur, Erhan Akin, Mehmet Karaköse, 2016, 2016 15th International Conference on Information Technology Based Higher Education and Training (ITHET).

A new arc detection method based on fuzzy logic using S-transform for pantograph–catenary systems

Mehmet Karaköse, Muhsin Tunay Gençoglu, Orhan Yaman, 2018, J. Intell. Manuf..

Anomaly detection using a modified kernel-based tracking in the pantograph-catenary system

Mehmet Karaköse, Erhan Akin, Ilhan Aydin, 2015, Expert Syst. Appl..

An Artifical Management Platform Based on Deep Learning Using Cloud Computing for Smart Cities

Mehmet Karakose, Erhan Akin, Yunus Santur, 2017 .

An efficient genetic algorithm for automated mining of both positive and negative quantitative association rules

Erhan Akin, Bilal Alatas, B. Alatas, 2006, Soft Comput..

Combined intelligent methods based on wireless sensor networks for condition monitoring and fault diagnosis

Mehmet Karaköse, Erhan Akin, Ilhan Aydin, 2015, J. Intell. Manuf..

An Image Processing based Object Counting Approach for Machine Vision Application pdf

Mehmet Karaköse, Erhan Akin, Mehmet Baygin, 2018, arXiv.org.

Detection of pantograph geometric model based on fuzzy logic and image processing

Mehmet Karaköse, Orhan Yaman, Erhan Akin, 2014, 2014 22nd Signal Processing and Communications Applications Conference (SIU).

Detection of Insulator Faults in Catenary Systems with Deep Learning

E. Akin, G. Karaduman, Berk Binay, 2022, Demiryolu Mühendisliği.

A Deep Learning Based Method for Detecting of Wear on the Current Collector Strips’ Surfaces of the Pantograph in Railways

Gulsah Karaduman, Erhan Akin, E. Akin, 2020, IEEE Access.

Estimating driving behavior by a smartphone

Erhan Akin, Alper Yilmaz, Haluk Eren, 2012, 2012 IEEE Intelligent Vehicles Symposium.

A New Rail Surface Defects Detection Approach Using 3D Laser Cameras Based on ResNet50

E. Akin, M. Karakose, Yunus Santur, 2022, Traitement du Signal.

A Robust Anomaly Detection in Pantograph-Catenary System Based on Mean-Shift Tracking and Foreground Detection

Mehmet Karaköse, Erhan Akin, Ilhan Aydin, 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

Big data framework for rail inspection

Mehmet Karaköse, Erhan Akin, Yunus Santur, 2017, 2017 International Artificial Intelligence and Data Processing Symposium (IDAP).

High Performance Network for Detection of Surface Defects on Hot-Rolled Steel Strips Based on an Optimized Yolo V3

E. Akin, S. Ikechukwu, 2022, 2022 9th International Conference on Electrical and Electronics Engineering (ICEEE).

A New Approach for Baggage Inspection by using Deep Convolutional Neural Networks

Ilhan AYDIN, Mehmet KARAKOSE, Erhan AKIN, 2018, 2018 International Conference on Artificial Intelligence and Data Processing (IDAP).

Development of Vision-Based Autonomous UAV for Railway Tracking

E. Akin, I. Aydin, Emre Guclu, 2021, 2021 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT).

Defect Diagnosis of Rolling Element Bearing using Deep Learning

Mehmet Karakose, Canan Tastimur, Ilhan Aydın, 2018, 2018 International Conference on Artificial Intelligence and Data Processing (IDAP).

A Novel Reconfiguration Method Using Image Processing Based Moving Shadow Detection, Optimization, and Analysis for PV Arrays

Mehmet Karaköse, Erhan Akin, Nursena Baygin, 2018, J. Inf. Sci. Eng..

Transfer Learning Based Fault Detection Approach for Rail Components

E. Akin, I. Aydin, M. Karakose, 2022, 2022 26th International Conference on Information Technology (IT).

A New Computer Vision Based Method for Rail Track Detection and Fault Diagnosis in Railways

Mehmet Karakose, Erhan Akin, Orhan Yaman, 2017 .

A Hybrid Classification Approach for Fasteners Based on Transfer Learning with Fine-Tuning and Deep Features

E. Akin, Canan Tastimur, 2022, Turkish Journal of Science and Technology.

A New Approach for Condition Monitoring and Detection of Rail Components and Rail Track in Railway

Mehmet Karaköse, Orhan Yaman, Erhan Akin, 2018, Int. J. Comput. Intell. Syst..

Random forest based diagnosis approach for rail fault inspection in railways

Mehmet Karaköse, Erhan Akin, Yunus Santur, 2016, 2016 National Conference on Electrical, Electronics and Biomedical Engineering (ELECO).

IMU based adaptive blur removal approach using image processing for railway inspection

Mehmet Karaköse, Erhan Akin, Yunus Santur, 2016, 2016 International Conference on Systems, Signals and Image Processing (IWSSIP).

Application of reaching law approach to the position control of a vector controlled induction motor drive

E. Akin, M. I. Bayindir, Z. H. Akpolat, 2005 .

Defect classification of railway fasteners using image preprocessing and alightweight convolutional neural network

Mehmet Umut Salur, E. Akin, I. Aydin, 2022, Turkish J. Electr. Eng. Comput. Sci..

Detection of Rail Surface Defects Based on Ensemble Learning of YOLOv5

E. Akin, I. Aydin, Mehmet Sevi, 2022, Demiryolu Mühendisliği.

A New Mobile Segmentation Network Approach for Defect Detection of Rail Surface

E. Akin, I. Aydin, Selçuk Sinan Kirat, 2022, 2022 International Conference on Data Analytics for Business and Industry (ICDABI).

An adaptive fault diagnosis approach using pipeline implementation for railway inspection

Mehmet Karakose, Erhan Akin, Yunus Santur, 2018, Turkish J. Electr. Eng. Comput. Sci..

Contactless Rail Profile Measurement and Rail Fault Diagnosis Approach Using Featured Pixel Counting

Mehmet Karakose, Erhan Akin, Ilhan Aydin, 2019, Intelligent Automation & Soft Computing.

Artificial immune based support vector machine algorithm for fault diagnosis of induction motors

M. Karakose, E. Akin, I. Aydin, 2007, 2007 International Aegean Conference on Electrical Machines and Power Electronics.

Anomaly Detection in Yarn Tension Signal Using ICA

E. Akin, Canan Tastimur, Mehmet Ağri̇kli̇, 2023, Turkish Journal of Science and Technology.

FPGA based Hardware-in-the-Loop (HIL) simulation of induction machine model

Erhan Akin, Erkan Duman, Hayrettin Can, 2014, 2014 16th International Power Electronics and Motion Control Conference and Exposition.

Real time FPGA implementation of induction machine model - a novel approach

E. Akin, H. Can, E. Duman, 2007, 2007 International Aegean Conference on Electrical Machines and Power Electronics.

A Simple and Efficient Method for Fault Diagnosis Using Time Series Data Mining

M. Karakose, E. Akin, I. Aydin, 2007, 2007 IEEE International Electric Machines & Drives Conference.

The Prediction Algorithm Based on Fuzzy Logic Using Time Series Data Mining Method

E. Akin, I. Aydin, M. Karakose, 2009 .

Detection of the Steel Faults Based on Deep Learning

E. Akin, I. Aydin, Gulsah Karaduman, 2022, 2022 International Conference on INnovations in Intelligent SysTems and Applications (INISTA).