Ilhan Aydin

According to our database, Ilhan Aydin authored at least 39 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Improving Unet segmentation performance using an ensemble model in images containing railway lines.

Mehmet Sevi, Ilhan Aydin

Turkish J. Electr. Eng. Comput. Sci., July, 2023

2022

A soft voting ensemble learning-based approach for multimodal sentiment analysis.

Mehmet Umut Salur, Ilhan Aydin

Neural Comput. Appl., 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

Detection of Rail Surface Defects with Two Deep Learning Methods: Comparative Analysis.

Ilhan Aydin, Selçuk Sinan Kirat, Erhan Akin

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Detection of the Steel Faults Based on Deep Learning.

Gulsah Karaduman, Ilhan Aydin, Erhan Akin, Selçuk Özdemir

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

2021

Challenges and Limitations in Human Action Recognition on Unmanned Aerial Vehicles: A Comprehensive Survey.

Nashwan Adnan Othman, Ilhan Aydin

Traitement du Signal, 2021

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

Ilhan Aydin, Erhan Akin, Mehmet Karaköse

Appl. Soft Comput., 2021

Fine-Tuning Convolutional Neural Network Based Railway Damage Detection.

Ahmet Aydin, Mehmet Umut Salur, Ilhan Aydin

Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

Detecting Flaws on Railways Using Semantic Segmentation.

Mehmet Sevi, Ilhan Aydin

Proceedings of the International Conference on Information Technology, 2021

Fuzzy PID Based Autonomous UAV Design for Railway Tracking.

Emre Güçlü, Ilhan Aydin, Erhan Akin

Proceedings of the International Conference on Information Technology, 2021

2020

A New Hybrid Diagnosis of Bearing Faults Based on Time-Frequency Images and Sparse Representation.

Ilhan Aydin, Seyfullah Kaner

Traitement du Signal, 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

A Novel Hybrid Deep Learning Model for Sentiment Classification.

Mehmet Umut Salur, Ilhan Aydin

IEEE Access, 2020

2018

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

Ebru Karakose, Muhsin Tunay Gençoglu, Mehmet Karaköse, Orhan Yaman, Ilhan Aydin, Erhan Akin

J. Intell. Manuf., 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 Karakose, Erhan Akin

J. Intell. Fuzzy Syst., 2018

Sentiment classification based on deep learning.

Mehmet Umut Salur, Ilhan Aydin

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

A New Experimental Approach Using Image Processing-Based Tracking for an Efficient Fault Diagnosis in Pantograph-Catenary Systems.

Ebru Karakose, Muhsin Tunay Gençoglu, Mehmet Karaköse, Ilhan Aydin, Erhan Akin

IEEE Trans. Ind. Informatics, 2017

2016

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

Yunus Santur, Mehmet Karaköse, Ilhan Aydin, Erhan Akin

Proceedings of the International Conference on Systems, Signals and Image Processing, 2016

Rail defect detection with real time image processing technique.

Canan Tastimur, Mehmet Karaköse, Erhan Akin, Ilhan Aydin

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

Real-time condition monitoring approach of pantograph-catenary system using FPGA.

Mehmet Karaköse, Orhan Yaman, Ilhan Aydin, Ebru Karakose

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

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

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

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

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

Ilhan Aydin, Mehmet Karaköse, Erhan Akin

Expert Syst. Appl., 2015

Image processing based fault detection approach for rail surface.

Orhan Yaman, Mehmet Karaköse, Erhan Akin, Ilhan Aydin

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Detection of rail faults using morphological feature extraction based image processing.

Canan Tastimur, Erhan Akin, Mehmet Karaköse, Ilhan Aydin

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

Image processing and model based arc detection in pantograph catenary systems.

Orhan Yaman, Mehmet Karaköse, Ilhan Aydin, Erhan Akin

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

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

Orhan Yaman, Mehmet Karaköse, Ilhan Aydin, Erhan Akin

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Monitoring of pantograph-catenary interaction by using particle swarm based contact wire tracking.

Ilhan Aydin, Mehmet Karaköse, Erhan Akin

Proceedings of the International Conference on Systems, Signals and Image Processing, 2014

Particle swarm based arc detection on time series in pantograph-catenary system.

Ilhan Aydin, Orhan Yaman, Mehmet Karaköse, S. Baris Celebi

Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

2013

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

Ilhan Aydin, Mehmet Karaköse, Erhan Akin

Proceedings of the IEEE International Conference on Systems, 2013

Wireless sensor network based fault diagnosis approaches.

Orhan Yaman, Ilhan Aydin, Mehmet Karaköse, Erhan Akin

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

A new approach based on boundary analysis of reconstructed phase space for fault diagnosis.

Ilhan Aydin, Mehmet Karaköse, Erhan Akin

Proceedings of the 9th Asian Control Conference, 2013

2012

An adaptive artificial immune system for fault classification.

Ilhan Aydin, Mehmet Karaköse, Erhan Akin

J. Intell. Manuf., 2012

2011

Gerçek zamanlı durum izleme ve arıza teşhisi için bağışık akıllı hesaplama tekniklerinin geliştirilmesi (Development of immune intelligent computing techniques for real-time condition monitoring and fault diagnosis)

Ilhan Aydin

PhD thesis, 2011

A multi-objective artificial immune algorithm for parameter optimization in support vector machine.

Ilhan Aydin, Mehmet Karaköse, Erhan Akin

Appl. Soft Comput., 2011

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

Artificial immune classifier with swarm learning.

Ilhan Aydin, Mehmet Karaköse, Erhan Akin

Eng. Appl. Artif. Intell., 2010

FPGA based real time fuzzy fault detection algorithm.

Ilhan Aydin, Mehmet Karaköse, Erhan Akin

Proceedings of the Second International Conference of Soft Computing and Pattern Recognition, 2010

Generation of classification rules using artificial immune system for fault diagnosis.

Ilhan Aydin, Mehmet Karaköse, Erhan Akin

Proceedings of the IEEE International Conference on Systems, 2010