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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.
İlkay Öksüz Özgün Makale
Block Attention and Switchable Normalization Based Deep Learning Framework for Segmentation of Retinal Vessels
IEEE ACCESS, Vol. 11, Ocak 2023, s. 12, ISSN: 2169-3536
DEARİ SABRİ, ULUKAYA SEZER, ÖKSÜZ İLKAY
Comparison of machine learning methods for prediction of osteoradionecrosis incidence in patients with head and neck cancer
The British Journal of Radiology, Vol. 94, Ocak 2021, ISSN: 0007-1285
HUMBERT-VİDAN LAİA, PATEL VİNOD, ÖKSÜZ İLKAY, KİNG ANDREW P., RBANO TERESA GUERRERO U
İlkay Öksüz Özgün Makale
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
MEDICAL IMAGE ANALYSIS, Vol. 55, No. null, Temmuz 2019, s. 136-147, ISSN: 1361-8415
ÖKSÜZ İLKAY,RUİJSİNK BRAM,PUYOL-ANTON ESTHER,CLOUGH JAMES R.,CRUZ GASTAO,BUSTİN AURELİEN,PRİETO CLAUDİA,BOTNAR RENE,RUECKERT DANİEL,SCHNABEL JULİA A.,KİNG ANDREW P.
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
ALİŞ DENİZ CAN, YERGİN MERT, ALİŞ CEREN, TOPEL ÇAĞDAŞ, ASMAKUTLU OSMAN, BAĞCILAR ÖMER, SENLİ YESEREN DENİZ, ÜSTÜNDAĞ AHMET, SALT VEFA, NACAR DOĞAN SEBAHAT, VELİOĞLU MURAT, SELÇUK HAKAN HATEM, ÖKSÜZ İLKAY, KIZILKILIÇ OSMAN, KARAARSLAN ERCAN
İlkay Öksüz Özgün Makale
Deep Learning Models for Physiological Data Classification of Children During Computerized Auditory Tests: Deep Learning-Based Emotion Recognition in Child-Computer Interaction Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning
2022, IGI Global
EROL BARKANA DUYGUN, KAŞIKÇI ITIR, KÖSE HATİCE, GÜMÜŞLÜ ELİF, YILAR SELMA, DEMİRPENÇE SEÇİNTİ DİLARA
Hatice Köse Bilimsel KitapKitap Bölümü
Using Deep Learning to Generate Front and Backyards in Landscape Architecture
10th ASCAAD Conference - Hybrid Space of the Metaverse: Architecture in the Age of the Metaverse, Opportunities and Potentials, Beirut/LÜBNAN, 12 Ekim 2022, s. 2-16, ISSN: 2079-4096
SENEM MEHMET O., KOÇ MUSTAFA, AS İMDAT
İmdat As Tam metin bildiri
Artificial intelligence in architecture: Generating conceptual design via deep learning
International Journal of Architectural Computing, Vol. 16, No. 4, Kasım 2018, s. 306-327, ISSN: 1478-0771
AS İMDAT, BASU PRİTHWİSH, PAL SİDDARTH
İmdat As Özgün Makale
Composing Frankensteins: Data-driven design assemblies through graph-based deep neural networks
107th ACSA Conference, Pittsburgh/AMERİKA BİRLEŞİK DEVLETLERİ, 28 Mart 2019
AS İMDAT, PAL SİDDARTH, BASU PRİTHWİSH
Comment on Social Learning Theory of Bandura: Gender Roles of the Romani Dance in Sulukule
26th Symposium of the ICTM Study Group on Ethnochoreology, 19 Temmuz 2010
İNCEDERE ZEYNEP GONCA
Zeynep Gonca İncedere Tam metin bildiri
Neuro-fuzzy iterative learning control for 4-poster test rig
Transactions of the Institute of Measurement and Control, Vol. 42, No. 12, Ağustos 2020, s. 2262-2275, ISSN: 0142-3312
DURSUN UFUK, CANSEVER GALİP, ÜSTOĞLU İLKER
İlker Üstoğlu Özgün Makale
Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation
Entropy, Vol. 24, No. 11, Kasım 2022, ISSN: 1099-4300
YÜCEL MERİÇ, BAGİS SERDAR, SERTBAŞ AHMET, ÜSTÜNDAĞ BURAK BERK
One-class machine learning approach for localized damage detection
JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, Vol. 12, Temmuz 2022, s. 1115-1131, ISSN: 2190-5452 / 2190-5479
GÜNEŞ BURCU
Burcu Güneş Özgün Makale
Unsupervised Learning Approach for Detection and Localization of Structural Damage using Output-only Measurements
Academic Platform Journal of Engineering and Smart Systems, Vol. 10, No. 3, Ağustos 2022, s. 149-156, ISSN: 2822-2385
GÜNEŞ BURCU
Burcu Güneş Özgün Makale
A Machine Learning Approach Utilizing Different Features for Structural Damage Detection
14th International Congress on Advances in Civil Engineering, ACE 2020-21, İstanbul/TÜRKİYE, 6 Eylül 2021
GÜNEŞ BURCU, OK EFKAN
Burcu Güneş Tam metin bildiri
Metaheuristics Approaches to Solve the Employee Bus Routing Problem With Clustering-Based Bus Stop Selection In Artificial Intelligence and Machine Learning Applications in Civil, Mechanical, and Industrial Engineering
2020, s. 216-239, IGI Global
BÜYÜKSAATÇI KİRİŞ SİNEM,ÖZCAN TUNCAY
Tuncay Özcan Bilimsel KitapKitap Bölümü
Deep Learning Based Models for the CO2 emission forecasting in Turkey
Tenth International Conference on Environmental Management, Engineering, Planning and Economics (CEMEPE 2023) and SECOTOX Conference, Skiathos/YUNANİSTAN, 5 Haziran 2023
ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
Tuncay Özcan Tam metin bildiri
DIAGNOSIS OF DIABETES MELLITUS USING STATISTICAL METHODS AND MACHINE LEARNING ALGORITHMS
Sigma Journal of Engineering and Natural Sciences, Vol. 36, No. 4, Aralık 2018, s. 1265-1282, ISSN: 1304-7191
PEKEL EBRU,ÖZCAN TUNCAY
Tuncay Özcan Derleme Makale
Salesperson Churn Prediction with Machine Learning Approaches in the Retail Industry
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
CÖMERT GİZEM, ÖZCAN TUNCAY, KAYA TOLGA
Tuncay Özcan Tam metin bildiri
Prediction of Adhesion Strength Using Extreme Learning Machine and Support Vector Regression Optimized with Genetic Algorithm
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, Vol. 45, No. 8, Ağustos 2020, s. 6985-7004, ISSN: 2193-567X
HAZIR ENDER,ÖZCAN TUNCAY,KOÇ KÜÇÜK HÜSEYİN
Tuncay Özcan Özgün Makale

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