Reciprocal style and information transfer between historical Istanbul Pervititch Maps and satellite views using machine learning
Estoa. Revista de la Facultad de Arquitectura y Urbanismo de la Universidad de Cuenca, Vol. 11, No. 11, Temmuz 2022, s. 71-81, ISSN: 1390-7263
ALAÇAM SEMA, KARADAĞ İLKER, GÜZELCİ ORKAN ZEYNEL
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A Machine Learning-based Model to Predict the Cap Geometry of Anatolian Seljuk Kümbets
Periodica Polytechnica Architecture, Vol. 53, No. 3, Aralık 2022, s. 207-219, ISSN: 1789-3437
GÜZELCİ ORKAN ZEYNEL
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EDU-AI: a twofold machine learning model to support classroom layout generation
Construction Innovation, Vol. 23, No. 4, Temmuz 2023, s. 898-914, ISSN: 1471-4175
KARADAĞ İLKER, GÜZELCİ ORKAN ZEYNEL, ALAÇAM SEMA
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Machine Learning in Predicting Section Drawings - Case of Anatolian Seljuk Kümbets
40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022), Ghent/BELÇİKA, Vol. 2, 13 Eylül 2022, s. 169-176
GÜZELCİ ORKAN ZEYNEL
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Data poisoning attacks against machine learning algorithms
Elsevier BV, Vol. 208, Aralık 2022, s. 1-20, ISSN: 0957-4174
YERLİKAYA FAHRİ ANIL, BAHTİYAR ŞERİF
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A multi-perspective input selection strategy for daily net ecosystem exchange predictions based on machine learning methods
THEORETICAL AND APPLIED CLIMATOLOGY, Vol. 151, Kasım 2023, s. 81-98, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ALTINBAŞ NİCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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Developing meta-heuristic optimization based ensemble machine learning algorithms for hydraulic efficiency assessment of storm water grate inlets
Urban Water Journal, Vol. 19, Ekim 2022, ISSN: 1573-062X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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Machine learning-based predictive models for equivalent damping ratio of RC shear walls
BULLETIN OF EARTHQUAKE ENGINEERING, Vol. 21, Ocak 2023, s. 293-318, ISSN: 1570-761X
TAHAEİ YAGHOUBİ SİAMAK, DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH
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Transfer precipitation learning via patterns of dependency matrix-based machine learning approaches
NEURAL COMPUTING & APPLICATIONS, Vol. 34, No. 24, Ocak 2022, ISSN: 0941-0643
ALTUNKAYNAK ABDÜSSELAM, KÜLLAHCI KÜBRA
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Point Cloud Classification Using Machine Learning Algorithms and Selection of Relevant Features
The 5th Intercontinental Geoinformation Days, New Delhi/HİNDİSTAN, 14 Aralık 2022
ATİK MUHAMMED ENES, DURAN ZAİDE
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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
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PRINCIPAL COMPONENT ANALYSIS APPROACH IN HYPERSPECTRAL IMAGE CLASSIFICATION WITH MACHINE LEARNING METHODS
International Symposium on Applied Geoinformatics 2021, Riga/LİTVANYA, 2 Aralık 2021
ATİK ŞAZİYE ÖZGE, ATİK MUHAMMED ENES
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Machine Learning Based Approaches for Short Term Sales Forecasting in E-Commerce
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
ALTUNCU MEHMET ARDIL, TAŞTAN MUHAMMED HAMZA, ÖZCAN TUNCAY
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Prediction of human–machine interface (HMI) operational errors for maritime autonomous surface ships (MASS)
Springer Science and Business Media LLC, Vol. 27, Temmuz 2022, ISSN: 0948-4280
LİU JİALUN, AYDIN MUHAMMET, AKYÜZ EMRE, ARSLAN ÖZCAN, UFLAZ ESMA, KURT RAFET EMEK, TURAN OSMAN
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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, Vol. 44, No. 12, Aralık 2022, s. 13, ISSN: 0162-8828
CLOUGH JAMES R., BYRNE NİCHOLAS, ÖKSÜZ İLKAY, ZİMMER VERONİKA, SCHNABEL JULİA A., KİNG ANDREW P.
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Prediction of Gross Movie Revenue in the Turkish Box Office Using Machine Learning Techniques
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022, s. 86-92
GÜRBÜZ ANIL, BİÇER EZGİ, KAYA TOLGA
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Predicting the predisposition to colorectal cancer based on SNP profiles of immune phenotypes using supervised learning models
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, Vol. 61, No. 1, Ocak 2023, s. 16, ISSN: 0140-0118
ÇAKMAK ALİ
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Classification of Authentic and Fake Online Reviews with Supervised Machine Learning Techniques
ICMSEM 2022: Sixteenth International Conference on Management Science and Engineering Management, Ankara/TÜRKİYE, No. 144, 3 Ağustos 2022, s. 309-319
KURTCAN BETUL DURKAYA, KAYA TOLGA
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A multi-perspective input selection strategy for daily net ecosystem exchange predictions based on machine learning methods
Theoretical and Applied Climatology, Ekim 2022, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ALTINBAŞ NİLCAN, ÖZGER MEHMET, ŞAYLAN LEVENT
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Fuzzy Soft Set Based Stock Prediction Model Integrating Machine Learning with Deep Sentiment Analysis
Journal of Multiple-Valued Logic and Soft Computing, Vol. 39, Mart 2022, s. 201-224, ISSN: 1542-3980
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP
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