Generation of classification rules using artificial immune system for fault diagnosis. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (SMC, 2010)

FPGA based real time fuzzy fault detection algorithm. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (SoCPaR, 2010)

Artificial immune classifier with swarm learning. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (Eng. Appl. Artif. Intell., 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)

A multi-objective artificial immune algorithm for parameter optimization in support vector machine. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (Appl. Soft Comput., 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 (2011)

An adaptive artificial immune system for fault classification. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (J. Intell. Manuf., 2012)

A new approach based on boundary analysis of reconstructed phase space for fault diagnosis. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (ASCC, 2013)

Wireless sensor network based fault diagnosis approaches. - Orhan Yaman; Ilhan Aydin; Mehmet Karaköse; Erhan Akin (SIU, 2013)

A Robust Anomaly Detection in Pantograph-Catenary System Based on Mean-Shift Tracking and Foreground Detection. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (SMC, 2013)

Particle swarm based arc detection on time series in pantograph-catenary system. - Ilhan Aydin; Orhan Yaman; Mehmet Karaköse; S. Baris Celebi (INISTA, 2014)

Monitoring of pantograph-catenary interaction by using particle swarm based contact wire tracking. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (IWSSIP, 2014)

Detection of pantograph geometric model based on fuzzy logic and image processing. - Orhan Yaman; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (SIU, 2014)

Image processing and model based arc detection in pantograph catenary systems. - Orhan Yaman; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (SIU, 2014)

Detection of rail faults using morphological feature extraction based image processing. - Canan Tastimur; Erhan Akin; Mehmet Karaköse; Ilhan Aydin (SIU, 2015)

Image processing based fault detection approach for rail surface. - Orhan Yaman; Mehmet Karaköse; Erhan Akin; Ilhan Aydin (SIU, 2015)

Anomaly detection using a modified kernel-based tracking in the pantograph-catenary system. - Ilhan Aydin; Mehmet Karaköse; Erhan Akin (Expert Syst. Appl., 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)

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 (INDIN, 2016)

Real-time condition monitoring approach of pantograph-catenary system using FPGA. - Mehmet Karaköse; Orhan Yaman; Ilhan Aydin; Ebru Karaköse (INDIN, 2016)

Rail defect detection with real time image processing technique. - Canan Tastimur; Mehmet Karaköse; Erhan Akin; Ilhan Aydin (INDIN, 2016)

IMU based adaptive blur removal approach using image processing for railway inspection. - Yunus Santur; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (IWSSIP, 2016)

A New Experimental Approach Using Image Processing-Based Tracking for an Efficient Fault Diagnosis in Pantograph-Catenary Systems. - Ebru Karaköse; Muhsin Tunay Gençoglu; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (IEEE Trans. Ind. Informatics, 2017)

Sentiment classification based on deep learning. - Mehmet Umut Salur; Ilhan Aydin (SIU, 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 Karaköse; Erhan Akin (J. Intell. Fuzzy Syst., 2018)

A new arc detection method based on fuzzy logic using S-transform for pantograph-catenary systems. - Ebru Karaköse; Muhsin Tunay Gençoglu; Mehmet Karaköse; Orhan Yaman; Ilhan Aydin; Erhan Akin (J. Intell. Manuf., 2018)

A Novel Hybrid Deep Learning Model for Sentiment Classification. - Mehmet Umut Salur; Ilhan Aydin (IEEE Access, 2020)

Contactless Rail Profile Measurement and Rail Fault Diagnosis Approach Using Featured Pixel Counting. - Gulsah Karaduman; Mehmet Karaköse; Ilhan Aydin; Erhan Akin (Intell. Autom. Soft Comput., 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 New Hybrid Diagnosis of Bearing Faults Based on Time-Frequency Images and Sparse Representation. - Ilhan Aydin; Seyfullah Kaner (Traitement du Signal, 2020)

Fuzzy PID Based Autonomous UAV Design for Railway Tracking. - Emre Güçlü; Ilhan Aydin; Erhan Akin (ICIT, 2021)

Detecting Flaws on Railways Using Semantic Segmentation. - Mehmet Sevi; Ilhan Aydin (ICIT, 2021)

Fine-Tuning Convolutional Neural Network Based Railway Damage Detection. - Ahmet Aydin; Mehmet Umut Salur; Ilhan Aydin (EUROCON, 2021)

Defect classification based on deep features for railway tracks in sustainable transportation. - Ilhan Aydin; Erhan Akin; Mehmet Karaköse (Appl. Soft Comput., 2021)

Challenges and Limitations in Human Action Recognition on Unmanned Aerial Vehicles: A Comprehensive Survey. - Nashwan Adnan Othman; Ilhan Aydin (Traitement du Signal, 2021)

Detection of the Steel Faults Based on Deep Learning. - Gulsah Karaduman; Ilhan Aydin; Erhan Akin; Selçuk Özdemir (INISTA, 2022)

Detection of Rail Surface Defects with Two Deep Learning Methods: Comparative Analysis. - Ilhan Aydin; Selçuk Sinan Kirat; Erhan Akin (SIU, 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)

A soft voting ensemble learning-based approach for multimodal sentiment analysis. - Mehmet Umut Salur; Ilhan Aydin (Neural Comput. Appl., 2022)

Improving Unet segmentation performance using an ensemble model in images containing railway lines. - Mehmet Sevi; Ilhan Aydin (Turkish J. Electr. Eng. Comput. Sci., 2023)

A Federated Learning-Based Approach for Classification of Histopathology Images. - Musa Yenilmez; Ilhan Aydin (ACIT, 2024)

Enhanced railway monitoring and segmentation using DNet and mathematical methods. - Mehmet Sevi; Ilhan Aydin (Signal Image Video Process., 2025)