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İlgaz Akata

Faculty of Science

24H-index
232Paper Count
2.5KCitation Count
Published Papers 23
Publication Date
Physics-guided deep representation learning for SEM-based pollen classification via morphology-aware hybrid feature integration
err2026-07-31
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errOAAI
errFatih Ekinci; Aycan Tosunoğlu; Özge Demir; Eda Kumru; Mustafa Sevindik; Ayhan Aydın; Güney Uğurlu; Mehmet Serdar Güzel; 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
err2026-04-21
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errOAAI
errHüseyin Tayyip Altay; Özge Demir; Fatih Ekinci; Mehmet Serdar Güzel; Eda Kumru; Ilgaz Akata; Koray Acıcı; Mustafa Sevindik
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Toxin content of Amanita vidua from Türkiye
errToxicon
IF2.4
err2025-12-08
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PREAI
errIlgaz Akata; Ertugrul Kaya; Eda Kumru; Orhan Meral; Ismail Yilmaz
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A Comparative Analysis of CNN Architectures, Fusion Strategies, and Explainable AI for Fine-Grained Macrofungi Classification
err2025-12-04
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errOAAI
errMustafa Sevindik; Aras Fahrettin Korkmaz; Fatih Ekinci; Eda Kumru; Ömer Burak Altındal; Alperen Aydın; Mehmet Serdar Güzel; Ilgaz Akata
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Engineered lichens and the future of applied symbiosis
err2025-11-01
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PREAI
errSevindik, Mustafa; Yalpa, Bilgen Gaye; Akata, Ilgaz; Aslan, Huseyin; Krupodorova, Tetiana; Gurgen, Aysenur; Eraslan, Emre Cem
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Investigation of Polyol Components and Anti-Inflammatory Activity of 14 Wild Mushrooms Growing in Turkey
err2025-10-01
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PREAI
errKoc, Huseyin; Ozcan-Kaynak, Sebile; Cakir, Cansel; Akata, Ilgaz; Sicak, Yusuf; Ozturk, Mehmet
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Advanced deep learning approaches for the automated classification of macrofungal species in biodiversity monitoring
err2025-10-01
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errOAAI
errOzsari, Sifa; Kumru, Eda; Ekinci, Fatih; Guzel, Mehmet Serdar; Acici, Koray; Aguroglu, Tunc; Akata, Ilgaz
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Deep Ensemble Learning and Explainable AI for Multi-Class Classification of Earthstar Fungal Species
err2025-09-29
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errOAAI
errEda Kumru; Aras Fahrettin Korkmaz; Fatih Ekinci; Abdullah Aydoğan; Mehmet Serdar Güzel; Ilgaz Akata
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A rare case of Amanita vidua poisoning
err2025-08-15
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PREAI
errErtugrul Kaya; Esra Sultan Karabulut Keklik; Ilgaz Akata; Ersan Horoz; Ismail Yilmaz
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Optimization of Phellinus hartigii extracts: Biological activities, and phenolic content analysis
err2025-03-25
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errOAAI
errUnal, Orhan; Gurgen, Aysenur; Krupodorova, Tetiana; Sevindik, Mustafa; Kabaktepe, Sanli; Akata, Ilgaz
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Classification of Mycena and Marasmius Species Using Deep Learning Models: An Ecological and Taxonomic Approach
errSENSORS
IF3.5
err2025-03-07
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errOAAI
errEkinci, Fatih; Ugurlu, Guney; Ozcan, Giray Sercan; Acici, Koray; Asuroglu, Tunc; Kumru, Eda; Guzel, Mehmet Serdar; Akata, Ilgaz
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Deep Learning-Based Classification of Macrofungi: Comparative Analysis of Advanced Models for Accurate Fungi Identification
errSENSORS
IF3.5
err2024-11-09
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errOAAI
errOzsari, Sifa; Kumru, Eda; Ekinci, Fatih; Akata, Ilgaz; Guzel, Mehmet Serdar; Acici, Koray; Ozcan, Eray; Asuroglu, Tunc
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Production and characterization of chitosan-fungal extract films
err2020-06-01
err68
PREAI
errKoc, Behlul; Akyuz, Lalehan; Cakmak, Yavuz Selim; Sargin, Idris; Salaberria, Asier M.; Labidi, Jalel; Ilk, Sedef; Cekic, Fazilet Ozlem; Akata, Ilgaz; Kaya, Murat
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Lepiota cristata does not contain amatoxins or phallotoxins
err2017-06-19
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PREAI
errYilmaz, Ismail; Akata, Ilgaz; Bakirci, Sinan; Kaya, Ertugrul
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A new pollen-derived microcarrier for pantoprazole delivery
err2017-02-01
err35
PREAI
errAkyuz, Lalehan; Sargin, Idris; Kaya, Murat; Ceter, Talip; Akata, Ilgaz
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An outbreak of non-fatal mushroom poisoning with Omphalotus olearius among Syrian refugees in Izmir, Turkey
err2016-04-28
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PREAI
errBal, Alkan; Anil, Murat; Yilmaz, Ismail; Akata, Ilgaz; Atilla, Ozge Duman
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