Comparison of Object Based Machine Learning Classifications of Planetscope and Worldview-3 Satellite Images for Land Use / Cover
ISPRS GEOSPATIAL WEEK, 10 Haziran 2019
TUZCU AYLİN,MUSAOĞLU NEBİYE,TAŞKIN KAYA GÜLŞEN
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Determining the water level fluctuations of Lake Van through the integrated machine learning methods
Inderscience Publishers, Vol. 27, Ocak 2022, ISSN: 1758-2083
SERENCAM UĞUR, EKMEKCİOĞLU ÖMER, BAŞAKIN EYÜP ENSAR, ÖZGER MEHMET
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SplineLearner: Generative learning system of design constraints for models represented using B-spline surfaces
Elsevier BV, Vol. 51, Ocak 2022, s. 101478, ISSN: 1474-0346
TAŞMEKTEPLİGİL AHMET ALPER, GÜNPINAR ERKAN
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Learning yacht hull adjectives and their relationship with hull surface geometry using GMDH-type neural networks for human oriented smart design
OCEAN ENGINEERING, Vol. 145, Kasım 2017, s. 215-229, ISSN: 0029-8018
DOĞAN KEMAL MERT,GÜNPINAR ERKAN
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The Effects of Interaction And Learning Styles On Children’s Experiences In Exhibition Spaces
A Z ITU Journal of the Faculty of Architecture, Vol. 16, No. 3, Kasım 2019, s. 103-114, ISSN: 2564-7474
GARİP SENİYE BANU,GÖKÇE EVREN
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Contrastive learning based facial action unit detection in children with hearing impairment for a socially assistive robot platform
Elsevier BV, Vol. 128, Aralık 2022, ISSN: 0262-8856
GÜRPINAR CEMAL, TAKIR ŞEYMA, BİÇER ERHAN, ULUER PINAR, ARICA NAFİZ, KÖSE HATİCE
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Mapping of Glaciers on Horseshoe Island, Antarctic Peninsula, with Deep Learning Based on High-Resolution Orthophoto
DRONES, Vol. 7, No. 2, Ocak 2023, s. 1-11, ISSN: 2504-446X
SELBESOĞLU MAHMUT OĞUZ, BAKIRMAN TOLGA, VASSİLEV OLEG, ÖZSOY BURCU
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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, Ocak 2023, s. 18, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYÜP ENSAR, ALTINBAŞ NİLCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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Effective Simulation Training in Maritime Education
21th International Conference on College Teaching and Learning, Jacksonville, Florida/AMERİKA BİRLEŞİK DEVLETLERİ, 19 Nisan 2010
SATIR TANZER,BAŞ MÜNİP,ERTAŞ ALAADDİN YILDIRAY,KUM SERDAR
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A Real-World Reinforcement Learning Framework for Safe and Human-Like Tactical Decision-Making
Institute of Electrical and Electronics Engineers (IEEE), Vol. 24, Kasım 2023, ISSN: 1524-9050
YAVAŞ MUHARREM UGUR, KUMBASAR TUFAN, ÜRE NAZIM KEMAL
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More Than Accuracy: A Composite Learning Framework for Interval Type-2 Fuzzy Logic Systems
Institute of Electrical and Electronics Engineers (IEEE), Vol. 31, Mart 2023, ISSN: 1063-6706
BEKE AYKUT, KUMBASAR TUFAN
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Interpreting Variational Autoencoders with Fuzzy Logic: A step towards interpretable deep learning based fuzzy classifiers
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 19 Temmuz 2020
BÖLAT KUTAY,KUMBASAR TUFAN
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A Deep Learning-Based Pipeline for Teaching Control Theory: Transforming Feedback Control Systems on Whiteboard Into MATLAB
IEEE Access, Vol. 8, Ocak 2020, s. 84631-84641, ISSN: 2169-3536
ERDEM DORUKHAN,BEKE AYKUT,KUMBASAR TUFAN
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Learning with Type-2 Fuzzy activation functions to improve the performance of Deep Neural Networks
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 85, Ekim 2019, s. 372-384, ISSN: 0952-1976
BEKE AYKUT,KUMBASAR TUFAN
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A New Approach for Tactical Decision Making in Lane Changing: Sample Efficient Deep Q Learning with a Safety Feedback Reward
IEEE Intelligent Vehicles Symposium, 19 Eylül 2020
YAVAŞ MUHARREM UĞUR,KUMBASAR TUFAN,ÜRE NAZIM KEMAL
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VRiC: Virtual Reality in Construction. Proposal of A Virtual Reality Based Learning Environment for Building Construction Systems
Virtually Real: 7th eCAADe Regional International Symposium, 2 Mayıs 2019
YÜCEL VARLIK,ALAÇAM SEMA
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Precision Factors in Modelling of Relief Patterns on Thin Aluminum Plates - Learning from making process
the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022), Ghent/BELÇİKA, 13 Eylül 2022
ÇAVUŞ ÖZLEM, ALAÇAM SEMA
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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. 22, Ocak 2022, s. 11, ISSN: 1390-7263
ALAÇAM SEMA, KARADAĞ İLKER, GÜZELCİ ORKAN ZEYNEL
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Can AI Function As A New Mode of Sketching A Teaching Experiment with Freshman
International Journal of Emerging Technologies in Learning, Vol. 18, No. 18, Eylül 2023, s. 234-248, ISSN: 1863-0383
TONG HAKAN, TÜREL AHMET, ŞENKAL HABİBE, ERGÜN SANİYE FEYZA, GÜZELCİ ORKAN ZEYNEL, ALAÇAM SEMA
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A Deep Learning-Based Model to Estimate Architectural Elements of Classical Ottoman Period Mosques
C+++: Computation, Culture, and Context: the 11th ASCAAD (Arab Society for Computation, Architecture, Art, and Design) International Conference, Amman/ÜRDÜN, Vol. 1, No. 1, 7 Kasım 2023, s. 585-598, ISSN: 2994 – 9777
ŞENKAL HABİBE, ALAÇAM SEMA, GÜZELCİ ORKAN ZEYNEL, ŞEN BAYRAM ASENA KUMSAL, NEFTÇİ ARAS
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