Ilhan Aydin - RankMe

48 papers B 2C 5Journal 20Unranked 20

Year	Rank	Type	Title / 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`	Detecting Deepfake Audio and Video Manipulation with Multimodal Deep Learning. ACIT Merve Yildirim, Ilhan Aydin
2025	J	`jnl`	Enhanced railway monitoring and segmentation using DNet and mathematical methods. Signal Image Video Process. Mehmet Sevi, Ilhan Aydin
2025	—	`conf`	Fine-Tuning and Reasoning: Empowering LLMs for Solving Turkish Math Word Problems. ACIT Taha Kubilay Sener, Ilhan Aydin
2025	—	`conf`	Particle Swarm Optimized Federated Learning for Efficient Classification of Medical Images. ACIT Musa Yenilmez, Ilhan Aydin
2025	—	`conf`	Post-Earthquake Building Collapse Detection and Damage Reporting Using Deep Learning. ACIT Cagri Karakas, Ilhan Aydin, Erhan Akin
2024	—	`conf`	A Federated Learning-Based Approach for Classification of Histopathology Images. ACIT Musa Yenilmez, Ilhan Aydin
2023	J	`jnl`	Improving Unet segmentation performance using an ensemble model in images containing railway lines. Turkish J. Electr. Eng. Comput. Sci. Mehmet Sevi, Ilhan Aydin
2022	J	`jnl`	A soft voting ensemble learning-based approach for multimodal sentiment analysis. Neural Comput. Appl. Mehmet Umut Salur, Ilhan Aydin
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
2021	J	`jnl`	Challenges and Limitations in Human Action Recognition on Unmanned Aerial Vehicles: A Comprehensive Survey. Traitement du Signal Nashwan Adnan Othman, Ilhan Aydin
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`	Detecting Flaws on Railways Using Semantic Segmentation. ICIT Mehmet Sevi, Ilhan Aydin
2021	—	`conf`	Fine-Tuning Convolutional Neural Network Based Railway Damage Detection. EUROCON Ahmet Aydin, Mehmet Umut Salur, Ilhan Aydin
2021	—	`conf`	Fuzzy PID Based Autonomous UAV Design for Railway Tracking. ICIT Emre Güçlü, Ilhan Aydin, Erhan Akin
2020	J	`jnl`	A New Hybrid Diagnosis of Bearing Faults Based on Time-Frequency Images and Sparse Representation. Traitement du Signal Ilhan Aydin, Seyfullah Kaner
2020	J	`jnl`	A Novel Hybrid Deep Learning Model for Sentiment Classification. IEEE Access Mehmet Umut Salur, Ilhan Aydin
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 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	—	`conf`	Sentiment classification based on deep learning. SIU Mehmet Umut Salur, Ilhan Aydin
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`	IMU based adaptive blur removal approach using image processing for railway inspection. IWSSIP Yunus Santur, Mehmet Karaköse, Ilhan Aydin, Erhan Akin
2016	C	`conf`	Rail defect detection with real time image processing technique. INDIN Canan Tastimur, Mehmet Karaköse, Erhan Akin, Ilhan Aydin
2016	C	`conf`	Real-time condition monitoring approach of pantograph-catenary system using FPGA. INDIN Mehmet Karaköse, Orhan Yaman, Ilhan Aydin, Ebru Karaköse
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`	Image processing based fault detection approach for rail surface. SIU Orhan Yaman, Mehmet Karaköse, Erhan Akin, Ilhan Aydin
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
2014	C	`conf`	Particle swarm based arc detection on time series in pantograph-catenary system. INISTA Ilhan Aydin, Orhan Yaman, Mehmet Karaköse, S. Baris Celebi
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
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
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
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