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F
Fatih Ekinci
ankara university
9
H指数
66
论文数
351
被引数
0
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27
发表时间
发表时间
IF
被引数
Explainable deep learning for SEM-based classification of six Sclerodermataceae taxa
基于SEM的六种硬皮囊菌科真菌分类的可解释深度学习
Scientific Reports
IF
3.9
2026-10-02
0
OA
AI
Eda Kumru; Abdullah Aydoğan; Hilal Akarkamçi; Fatih Ekinci; Mustafa Sevindik; Ilgaz Akata; Mehmet Serdar Güzel
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Efficient and explainable deep learning for fine-grained classification of morphologically overlapping species of the truffle genus Elaphomyces
高效且可解释的深度学习方法用于形态学重叠的松露属Elaphomyces物种的精细分类
Scientific Reports
IF
3.9
2026-09-11
0
OA
AI
Eda Kumru; Özge Demir; Gülce Edis; Fatih Ekinci; Mustafa Sevindik; Mehmet Serdar Güzel; Ilgaz Akata
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Generalizable machine learning framework for Bragg peak prediction in polymeric materials using Monte Carlo simulations
基于蒙特卡罗模拟的聚合物材料布拉格峰预测通用机器学习框架
Nuclear Engineering and Technology
IF
2.6
2026-08-25
0
OA
AI
Fatih Eki̇nci̇; Nur Kaya; Zeyneb Sude Alaca; Berfin Türkoğlu; Aynur Akbarlı; Mehmet Serdar Güzel; Mehmet Büyükyıldız
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Explainable latent-space and anomaly-sensitive learning for thermodynamic crystal stability prediction
可解释的潜在空间和异常敏感学习用于热力学晶体稳定性预测
Computational Materials Science
IF
3.3
2026-08-23
0
PRE
AI
Hilal Akarkamçı; Ümit Kaya Eryılmaz; Fatih Ekinci; Koray Acici; Güney Uğurlu; Dursun Delen; Mehmet Serdar Guzel
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Deep learning–driven classification of 46 medicinal macrofungi species: comparative analysis, fusion strategies, and explainability insights
深度学习驱动的46种药用大型真菌分类:比较分析、融合策略与可解释性见解
BMC Bioinformatics
IF
3.3
2026-08-05
0
OA
AI
Mustafa Sevindik; Aras Fahrettin Korkmaz; Fatih Ekinci; Eda Kumru; Tetiana Krupodorova; Ömer Burak Altindal; Mehmet Serdar Güzel; Ilgaz Akata
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Machine learning and Monte Carlo simulation for hybrid shielding materials
机器学习与蒙特卡罗模拟在复合屏蔽材料中的应用
Radiation Physics and Chemistry
IF
3.3
2026-08-01
0
PRE
AI
Ekinci, Fatih; Kaya, Nur; Alaca, Zeyneb Sude; Turkoglu, Berfin; Guzel, Mehmet Serdar; Levet, Aytac; Buyukyildiz, Mehmet
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Explainable brain tumor detection in skull base CT using continuous neural representations: comparative evaluation of neural fields, neural operators, and vision transformers
基于连续神经表示的颅底CT脑肿瘤可解释性检测:神经场、神经算子和视觉变换器的比较评估
Neuroscience
IF
2.8
2026-08-01
0
PRE
AI
Akarkamci, Hilal; Demir, Ozge; Acici, Koray; Ekinci, Fatih; Kirik, Berk; Dagli, Ozlem; Delen, Dursun; Yildirim, Bilge; Yalcin, Yeliz; Delen, Serra A.; Kurt, Gokhan; Borcek, Alp Ozgun; Guzel, Mehmet Serdar
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Physics-guided deep representation learning for SEM-based pollen classification via morphology-aware hybrid feature integration
物理引导的深度表示学习,用于基于扫描电子显微镜的花粉分类,通过形态感知的混合特征集成
Scientific Reports
IF
3.9
2026-07-31
0
OA
AI
Fatih Ekinci; Aycan Tosunoğlu; Özge Demir; Eda Kumru; Mustafa Sevindik; Ayhan Aydın; Güney Uğurlu; Mehmet Serdar Güzel; Ilgaz Akata
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Organ Segmentation in CT Images Using nnU-Net and 3D Model Generation With Marching Cubes
使用nnU-Net进行CT图像器官分割及利用Marching Cubes进行3D模型生成
International Journal of Imaging Systems and Technology
IF
2.5
2026-07-03
0
PRE
AI
Yasemin Gokcekuyu; Fatih Ekinci; Arda Buyuksungur; Mehmet Serdar Guzel
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High-resolution Monte Carlo evaluation of mass energy absorption coefficients for zirconium
锆的质量能量吸收系数的高分辨率蒙特卡罗评估
Radiation Physics and Chemistry
IF
3.3
2026-07-02
0
PRE
AI
Fatih EKİNCİ; Nur Kaya; Zeyneb Sude Alaca; Berfin Türkoğlu; Aynur Akbarli̇; Mehmet Serdar Güzel; Esil Kara; Mehmet Büyükyildiz
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Learning crystal-descriptor synergy: A multimodal deep learning approach for band gap prediction in chalcogenide materials
学习晶体描述符协同作用:一种用于预测硫族化合物材料带隙的多模态深度学习方法
Physica B-Condensed Matter
IF
2.8
2026-07-01
0
PRE
AI
Akarkamci, Hilal; Ekinci, Fatih; Selcuk, Ahmet Yasin; Kockar, Neset; Demir, Ozge; Ugurlu, Guney; Tekerek, Mehmet; Guzel, Mehmet Serdar
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Integrating scanning electron microscopy, explainable deep learning, and ITS sequencing for accurate identification in some species Geastrum
集成扫描电子显微镜、可解释深度学习和ITS测序技术,实现部分地星属(Geastrum)物种的精确鉴定
Scientific Reports
IF
3.9
2026-05-13
0
OA
AI
Eda Kumru; Şehmus Altaş; Gülce Ediş; Fatih Ekinci; Koray Acici; Mehmet Serdar Güzel; Emre Keskin; Mustafa Sevindik; Ilgaz Akata
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Interpretable mycology: leveraging Kolmogorov–Arnold networks for high-accuracy Lactarius species classification and comparative benchmarking
可解释的真菌学:利用科莫哥洛夫–阿尔诺德网络实现高精度乳菇属物种分类和比较基准测试
The Journal of Supercomputing
IF
0
2026-05-12
0
OA
AI
Berk Kırık; Güney Uğurlu; Ayhan Aydın; Fatih Ekinci; Koray Açıcı; Eda Kumru; Aras Fahrettin Korkmaz; Mustafa Sevindik; Mehmet Serdar Güzel; Ilgaz Akata
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Optimization of deep learning models and applications of explainable artificial intelligence classification in some Tricholoma species
优化深度学习模型以及在部分口蘑属物种中可解释人工智能分类的应用
The Visual Computer
IF
0
2026-04-29
0
OA
AI
Fatih Ekinci; Mehmet Serdar Güzel; Koray Acici; Abdullah Aydoğan; Şehmus Altaş; Ömer Burak Altındal; Eda Kumru; Tunc Asuroglu; Ilgaz Akata
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A comparative analysis of single- and dual-backbone deep learning architectures with explainable AI for cherry leaf disease classification
基于可解释人工智能的樱桃叶片病害分类中单骨架与双骨架深度学习架构的比较分析
Scientific Reports
IF
3.9
2026-04-21
0
OA
AI
Hüseyin Tayyip Altay; Özge Demir; Fatih Ekinci; Mehmet Serdar Güzel; Eda Kumru; Ilgaz Akata; Koray Acıcı; Mustafa Sevindik
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Investigating Tree-Based Models Across Positive–Unlabeled Learning Frameworks for Crystal Synthesizability Prediction
基于树模型的正负学习框架在晶体可合成性预测中的应用研究
Advanced Theory and Simulations
IF
2.9
2026-04-19
0
OA
AI
Ayhan Aydın; Ümit Kaya Eryılmaz; Onur Bahattin Alkan; Pınar Kocagöz; Koray Açıcı; Fatih Ekinci; Mehmet Serdar Güzel
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Hybrid Graph-Machine Learning Framework for Accurate and Interpretable Band Gap Prediction
混合图-机器学习框架用于准确且可解释的带隙预测
Journal of Chemical Information and Modeling
IF
5.3
2026-03-01
0
OA
AI
Aydin, Ayhan; Eryilmaz, Umit Kaya; Alkan, Onur Bahattin; Kocagoz, Pinar; Ekinci, Fatih; Guzel, Mehmet Serdar
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Reply to Pastore, E.P. Comment on “Korkmaz et al. A Deep Learning and Explainable AI-Based Approach for the Classification of Discomycetes Species. Biology 2025, 14, 719”
回复Pastore, E.P. 关于“Korkmaz等人. 基于深度学习和可解释人工智能的Discomycetes物种分类方法。Biology 2025, 14, 719”的评论
Biology
IF
3.5
2026-01-07
0
OA
AI
Aras Fahrettin Korkmaz; Fatih Ekinci; Şehmus Altaş; Eda Kumru; Mehmet Serdar Güzel; Ilgaz Akata
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Explainable deep learning ensemble framework for accurate classification of wild poisonous mushroom species
可解释的深度学习集成框架,用于野生毒蘑菇物种的精确分类
BMC Biotechnology
IF
3.4
2025-12-25
0
OA
AI
Aras Fahrettin Korkmaz; Fatih Ekinci; Eda Kumru; Abdullah Aydoğan; Hasna Sena Kaymak; Mustafa Sevindik; Mehmet Serdar Güzel; Ilgaz Akata
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A Comparative Analysis of CNN Architectures, Fusion Strategies, and Explainable AI for Fine-Grained Macrofungi Classification
CNN架构、融合策略及可解释人工智能在精细级大型真菌分类中的比较分析
Biology 2025, Vol. 14, Page 1733
IF
3.5
2025-12-04
0
OA
AI
Mustafa Sevindik; Aras Fahrettin Korkmaz; Fatih Ekinci; Eda Kumru; Ömer Burak Altındal; Alperen Aydın; Mehmet Serdar Güzel; Ilgaz Akata
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研究方向
暂时未获取到该数据
合作学者
合作期刊
D
Dursun Delen
H 指数: 64 · 论文数: 311
М
Мustafa Sevindik
H 指数: 35 · 论文数: 224
İ
İlgaz Akata
H 指数: 24 · 论文数: 233
G
Gökhan Kurt
H 指数: 19 · 论文数: 102
M
Mehmet Serdar Güzel
H 指数: 18 · 论文数: 166
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