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İlhan Aydın
Department of Computer Engineering
29
H-index
199
Paper Count
2.7K
Citation Count
0
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Published Papers
18
Publication Date
Publication Date
Impact Factor
Citations
Enhanced MRI brain tumor segmentation with DNet and hybrid dice-weighted cross-entropy loss
Scientific Reports
IF
3.9
2026-07-13
0
OA
AI
Mehmet Sevi; İlhan Aydın; Dilber Cetintas
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A dual-branch attention-based segmentation model for accurate detection of small-scale terminal surface defects in industrial environments
Measurement
IF
5.6
2025-11-04
0
PRE
AI
Emre Guclu; Ilhan Aydin; Erhan Akin; Ahmet Topkaya
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Classification of Thin-Section Rock Images Using a Combined CNN and SVM Approach
MINERALS
IF
2.2
2025-09-15
1
OA
AI
Aydin, Ilhan; Sener, Taha Kubilay; Kilic, Ayse Didem; Dervis, Huseyin
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Enhanced defect detection on steel surfaces using integrated residual refinement module with synthetic data augmentation
MEASUREMENT
IF
5.6
2025-02-01
0
PRE
AI
Guclu, Emre; Aydin, Ilhan; Akin, Erhan
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Development of a Novel Lightweight CNN Model for Classification of Human Actions in UAV-Captured Videos
DRONES
IF
4.8
2023-02-21
8
OA
AI
Othman, Nashwan Adnan; Aydin, Ilhan
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Development of a new Light-Weight Convolutional Neural Network for acoustic-based amateur drone detection
APPLIED ACOUSTICS
IF
3.6
2022-05-01
17
PRE
AI
Aydin, Ilhan; Kizilay, Emrullah
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Defect classification based on deep features for railway tracks in sustainable transportation
APPLIED SOFT COMPUTING
IF
6.6
2021-11-01
38
PRE
AI
Aydin, Ilhan; Akin, Erhan; Karakose, Mehmet
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A Novel Hybrid Deep Learning Model for Sentiment Classification
IEEE ACCESS
IF
3.6
2020-01-01
111
OA
AI
Salur, Mehmet Umut; Aydin, Ilhan
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A New Experimental Approach Using Image Processing-Based Tracking for an Efficient Fault Diagnosis in Pantograph-Catenary Systems
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2017-04-01
100
PRE
AI
Karakose, Ebru; Gencoglu, Muhsin Tunay; Karakose, Mehmet; Aydin, Ilhan; Akin, Erhan
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A new approach based on firefly algorithm for vision-based railway overhead inspection system
MEASUREMENT
IF
5.6
2015-10-01
41
PRE
AI
Aydin, Ilhan
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A new arc detection method based on fuzzy logic using S-transform for pantograph-catenary systems
JOURNAL OF INTELLIGENT MANUFACTURING
IF
7.4
2015-08-04
40
PRE
AI
Karakose, Ebru; Gencoglu, Muhsin Tunay; Karakose, Mehmet; Yaman, Orhan; Aydin, Ilhan; Akin, Erhan
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Anomaly detection using a modified kernel-based tracking in the pantograph-catenary system
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2015-02-01
67
PRE
AI
Aydin, Ilhan; Karakose, Mehmet; Akin, Erhan
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An approach for automated fault diagnosis based on a fuzzy decision tree and boundary analysis of a reconstructed phase space
ISA TRANSACTIONS
IF
6.5
2014-03-01
55
PRE
AI
Aydin, Ilhan; Karakose, Mehmet; Akin, Erhan
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Combined intelligent methods based on wireless sensor networks for condition monitoring and fault diagnosis
JOURNAL OF INTELLIGENT MANUFACTURING
IF
7.4
2013-08-27
45
PRE
AI
Aydin, Ilhan; Karakose, Mehmet; Akin, Erhan
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A new method for early fault detection and diagnosis of broken rotor bars
ENERGY CONVERSION AND MANAGEMENT
IF
10.9
2011-04-01
63
PRE
AI
Aydin, Ilhan; Karakose, Mehmet; Akin, Erhan
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A multi-objective artificial immune algorithm for parameter optimization in support vector machine
APPLIED SOFT COMPUTING
IF
6.6
2011-01-01
167
PRE
AI
Aydin, Ilhan; Karakose, Mehmet; Akin, Erhan
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An adaptive artificial immune system for fault classification
JOURNAL OF INTELLIGENT MANUFACTURING
IF
7.4
2010-08-19
31
PRE
AI
Aydin, Ilhan; Karakose, Mehmet; Akin, Erhan
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Chaotic-based hybrid negative selection algorithm and its applications in fault and anomaly detection
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2010-07-01
65
PRE
AI
Aydin, Ilhan; Karakose, Mehmet; Akin, Erhan
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Research Directions
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Co-authors
Cooperation Journals
M
Mehmet Karaköse
H-index: 34 · Papers: 321
E
Erhan Akın
H-index: 32 · Papers: 220
O
Orhan Yaman
H-index: 21 · Papers: 115
N
Nashwan Adnan Othman
H-index: 15 · Papers: 67
E
Ebru Karaköse
H-index: 10 · Papers: 21
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