Deep Learning Techniques for Improving Estimations of Key Parameters for Efficient Flight Planning
IEEE/AIAA 38th Digital Avionics Systems Conference (DASC), San Diego, CA/AMERİKA BİRLEŞİK DEVLETLERİ, 8 Eylül 2019, s. 1-8, ISSN: Electronic ISSN: 2155-7209, Print on Demand(PoD) ISSN: 2155-7195
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Supervised learning of functional maps for infarct classification
International Workshop on Statistical Atlases and Computational Models of the Heart (STACOM) 2015, Vol. 9534, 5 Ekim 2015, s. 162, ISSN: 16113349 03029743
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Deep learning for rectal spacer stratification in prostate boost radiotherapy
European Society for Radiotherapy & Oncology Conference ESTRO 2020, Viyana/AVUSTURYA, 29 Kasım 2020
THOMAS CHRİSTOPHER, ÖKSÜZ İLKAY, KİNG ANDREW P., GUERRERO-URBANO TERESA, GREENER ANTONY, DREGELY ISABEL, BARRİNGTON SALLY
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A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology
IEEE Transactions on Pattern Analysis and Machine Intelligence, Eylül 2021, ISSN: 1939-3539
CLOUGH JAMES R., BYRNE NİCHOLAS, ÖKSÜZ İLKAY, ZİMMER VERONİKA A., SCHNABEL JULİA A., KİNG ANDREW P.
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Inter-vendor performance of deep learning in segmenting acute ischemic lesions on diffusion-weighted imaging: a multicenter study
Scientific Reports, Vol. 11, Ocak 2021, ISSN: 2045-2322
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Design of a Hybrid Digital-Twin Flight Performance Model Through Machine Learning
2019 IEEE Aerospace Conference, Big Sky, MT/AMERİKA BİRLEŞİK DEVLETLERİ, 2 Mart 2019, s. 1-14, ISSN: Print on Demand(PoD) ISSN: 1095-323X
UZUN MEVLÜT, DEMİREZEN MUSTAFA UMUT, KOYUNCU EMRE, İNALHAN GÖKHAN
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Missile Evasion Maneuver Generation with Model-free Deep Reinforcement Learning
10th International Conference on Recent Advances in Air and Space Technologies (RAST), 7 Haziran 2023
ÖZBEK MURAT, KOYUNCU EMRE
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Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning
INTERNATIONAL JOURNAL OF GEOTECHNICAL ENGINEERING, Vol. 17, No. 4, Ocak 2023, s. 15-407, ISSN: 1938-6362
ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN
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Literature review and model proposition on the relations between interorganizational learning and innovation
9th International Conference on Leadership, Technology, Innovation and Business Management, 12 Aralık 2019, ISSN: 2357-1330
OYDAĞ EBRU,ÖĞRENCİ SEHER,ALPKAN LUTFİHAK
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Role of learning algorithm in neural network-based backcalculation of flexible pavements
JOURNAL OF COMPUTING IN CIVIL ENGINEERING, Vol. 20, No. 5, Eylül 2006, s. 370-373, ISSN: 0887-3801
GOKTEPE A. BURAK,AGAR EMİNE,LAV ABDULLAH HİLMİ
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Prediction of Load Capacities of Closed-Ended Piles using Boosting Machine Learning Methods
5th International Conference on New Developments in Soil Mechanics and Geotechnical Engineering, Lefkoşa/KUZEY KIBRIS TÜRK CUMHURİYETİ, 30 Haziran 2022
KARAKAŞ SEYİDCEM, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN
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Prediction of Deviatoric Stress Generation for Liquefiable Soils with Machine Learning
19th National Soil Mechanics and Geotechnical Engineering Conference, 17 Ekim 2024
BİRİNCİ ÖMER TUĞŞAD,ÜLKER MEHMET BARIŞ CAN
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Re-evaluation of machine learning models for predicting ultimate bearing capacity of piles through SHAP and Joint Shapley methods
Springer Science and Business Media LLC, Vol. 36, Ocak 2024, s. 697-715, ISSN: 0941-0643
KARAKAŞ SEYİDCEM,TAŞKIN KAYA GÜLŞEN,ÜLKER MEHMET BARIŞ CAN
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A deep reinforcement learning assisted simulated annealing algorithm for a maintenance planning problem
Annals of Operations Research, Vol. 339, No. 1, Ağustos 2024, s. 79-110, ISSN: 0254-5330
KOSANOĞLU FUAT, ATMIŞ MAHİR, TURAN HASAN HÜSEYİN
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Machine learning based tomographic image reconstruction technique to detect hollows in wood
Wood Science and Technology, Vol. 58, Temmuz 2024, ISSN: 0043-7719
YILDIZCAN ECEM NUR,ARI MEHMET ERDİ,TUNGA BURCU,GELİR ALİ,KURUL FATİH,AS NUSRET,DÜNDAR TÜRKER
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An Efficient Ensemble Deep Learning Approach for Semantic Point Cloud Segmentation Based on 3D Geometric Features and Range Images
Sensors, Vol. 22, Ocak 2022, ISSN: 1424-8220
ATİK MUHAMMED ENES, DURAN ZAİDE
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Usage of Deep Learning for Image Segmentation from High Resolution Images,
Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği X. Teknik Sempozyumu, Aksaray/TÜRKİYE, 25 Nisan 2019, s. 86-89
ÖZTÜRK OZAN,ŞEKER DURSUN ZAFER,BAYRAM BÜLENT,DURAN ZAİDE
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Machine Learning-Based Supervised Classification of Point Clouds Using Multiscale Geometric Features
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, Vol. 10, No. 3, Mart 2021, s. 1-23, ISSN: 2220-9964
ATİK MUHAMMED ENES, DURAN ZAİDE, ŞEKER DURSUN ZAFER
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A Projection-based Point Cloud Semantic Segmentation Approach Using Deep Learning and 3D Geometric Features
The 43nd Asian Conference on Remote Sensing, Ulaanbaatar/MOĞOLİSTAN, 3 Ekim 2022
ATİK MUHAMMED ENES, DURAN ZAİDE
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Explorations on a Learning Model for Architectural History and Cultural Heritage Awareness
"Teaching Beyond Curriculum, Focus on Pedagogy 2023" themed AMPS Conference, Londra/İNGİLTERE, Vol. 2, 15 Kasım 2023, s. 291-299, ISSN: 2398-9467
ÖZGÜLEŞ MUZAFFER, TÜRKKAN SEVGİ, MARİN VERA
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