Clustering the Climate: A Machine Learning Approach to Microclimate Zoning and Crop Suitability
2025 13th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), Boulder, CO/AMERİKA BİRLEŞİK DEVLETLERİ, 7 Temmuz 2025, ISSN: 2995-0643
KARA ZEYNEP,AYBAR OĞUZHAN,YÜCEL MERİÇ,ÜSTÜNDAĞ BURAK BERK
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Cultivating Digital Pedagogies in the 21st Century: A Quantitative Examination of Pre-Service Teachers’ Capabilities and Readiness
Journal of Learning and Teaching in Digital Age, Vol. 10, No. 2, Temmuz 2025, s. 260-272, ISSN: 2458-8350
FAYDA KINIK FATMA ŞEHKAR
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USING DEEP LEARNING TO GENERATE FRONT AND BACKYARDS IN LANDSCAPE ARCHITECTURE
ARCHITECTURE AND PLANNING JOURNAL ( apj), Vol. 28, No. 3, Ocak 2025, s. 1-11, ISSN: 2789-8547
SENEM MEHMET ONUR,EŞBAH TUNÇAY HAYRİYE,AS İMDAT
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A direct learning approach for detection of hotspots in microwave hyperthermia treatments
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, Vol. 63, No. 8, Ocak 2025, s. 12, ISSN: 0140-0118
ÖNAL HULUSİ,GİRGİN ENES,DOĞU SEMİH,YILMAZ ABDOLSAHEB TUBA,AKINCI MEHMET NURİ
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Evaluating the performance of deep learning-based segmentation algorithms for land use land cover mapping in a heterogenous vegetative environment
International Journal of Engineering and Geosciences, Vol. 10, No. 3, Mart 2025, s. 380-397, ISSN: 2548-0960
SÜR İSKENDER BERKAY,ALGANCI UĞUR,SERTEL ELİF
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Derin Ögrenme Çalısma Zamanı Eniyileme Yöntemlerinin Tasınabilirliginin ̇Irdelenmesi (Examining the Portability of Deep Learning Runtime Optimization Methods)
2025 33rd Signal Processing and Communications Applications Conference (SIU), 25 Haziran 2025
TAVUKÇU MUHAMMET ALPASLAN,YILMAZER METİN AYŞE
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DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis.
IEEE Journal of Biomedical and Health Informatics, Vol. 26, No. 11, Kasım 2022, s. 5575, ISSN: 2168-2194
EREN FURKAN, ASLAN METE, KANARYA DİLEK, UYSALLI YİĞİT, AYDIN MUSA, KİRAZ BERNA, AYDIN ÖMER, KİRAZ ALPER
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Adaptive locally connected recurrent unit (ALCRU)
International Journal of Machine Learning and Cybernetics, Vol. 16, Temmuz 2025, s. 6903-6914, ISSN: 1868-8071
ÖZÇELİK ŞUAYB TALHA,TEK FAİK BORAY
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Investigating the performance of super-resolved remote sensing images on coastline segmentation with deep learning based methods
International Journal of Engineering and Geosciences, Vol. 10, No. 1, Şubat 2025, s. 93-106, ISSN: 2548-0960
PALA İLHAN,ALGANCI UĞUR
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Application of Machine Learning to Predict the Impact of Trace Element Addition on Biomethane Potential of Dairy Industry Wastewater
The 7th IWA International Conference on Ecotechnologies for Wastewater Treatment, 23 Haziran 2025
ÇİÇEKALAN BÜŞRA,BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,GÜVEN HÜSEYİN,ERŞAHİN MUSTAFA EVREN,ÖZGÜN ERŞAHİN HALE
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Architectural Drawing Recognition A case study for training the learning algorithm with architectural plan and section drawing images
37th International Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe) and 23rd Conference Iberoamerican Society of Digital Graphics, Porto/PORTEKİZ, Vol. 2, 11 Eylül 2019, s. 29-34
UZUN CAN,ÇOLAKOĞLU MERYEM BİRGÜL
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Overviewing the Machine Learning Utilization on Groundwater Research Using Bibliometric Analysis
Water, Vol. 17, No. 7, Mart 2025, ISSN: 2073-4441
BAYHAN KAYHAN,BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,PHAM QUOC BAO,CHU HONE-JAY
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Application of Machine Learning to Predict the Impact of Trace Element Addition on Biomethane Potential of Dairy Industry Wastewater
The 7th IWA International Conference on eco-Technologies for Wastewater Treatment, Stockholm/İSVEÇ, 23 Haziran 2025
ÇİÇEKALAN BÜŞRA,BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER,GÜVEN HÜSEYİN,ERŞAHİN MUSTAFA EVREN,ÖZGÜN ERŞAHİN HALE
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Forecasting monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling
PLOS One, Vol. 20, No. 6, Haziran 2025, ISSN: 1932-6203
ALAKENT BURAK,IŞIKLI ERKAN,KADAİFÇİ YANMAZ ÇİĞDEM,TAŞPINAR TONGUÇ S.
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MAR-LSD project: embedding learning station design to transform maritime education and training
WMU Journal of Maritime Affairs, Vol. 24, Nisan 2025, s. 381-396, ISSN: 1651-436X
DÜZENLİ EMRE,KAYİŞOĞLU GİZEM,BOLAT PELİN,ARSLAN ÖZCAN,BOLAT FIRAT,DZNELADZE TEONA
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Real-Time Water Quality Monitoring via Impedance Spectroscopy and Machine Learning
2024 12th International Conference on Agro-Geoinformatics (Agro-Geoinformatics), Novi Sad/SIRBİSTAN, 15 Temmuz 2024, ISSN: 2995-0643
AYBAR OĞUZHAN,KARA ZEYNEP,YÜCEL MERİÇ,ÜSTÜNDAĞ BURAK BERK
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Agricultural Crop Type Mapping Using Object-Based Image Analysis with Advanced Ensemble Learning Algorithms
The 40th Asian Conference on Remote Sensing (ACRS-2019), Daejeon/GÜNEY KORE, 14 Ekim 2019
KAVZOĞLU TAŞKIN,ÇÖLKESEN İSMAİL,TONBUL HASAN
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Classification of poplar trees with object-based ensemble learning algorithms using Sentinel-2A imagery
Journal of Geodetic Science, Vol. 10, No. 1, Mayıs 2020, s. 14-22, ISSN: 2081-9943
TONBUL HASAN,ÇÖLKESEN İSMAİL,KAVZOĞLU TAŞKIN
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Machine Learning-Based Environment-Aware GNSS Integrity Monitoring for Urban Air Mobility
Drones, Vol. 8, No. 11, Ocak 2024, ISSN: 2504-446X
IŞIK OĞUZ KAĞAN,PETRUNIN IVAN,TSOURDOS ANTONIOS
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A NEW LEARNING APPROACH FOR MARITIME EDUCATION AND TRAINING
29th International Maritime Lecturers Association (IMLA29) Conference., istanbul/TÜRKİYE, 25 Eylül 2024, s. 365-369
DÜZENLİ EMRE,KAYİŞOĞLU GİZEM,BOLAT PELİN,ARSLAN ÖZCAN,DZNELADZE TEONA
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