Customized AutoML: An Automated Machine Learning System for Predicting Severity of Construction Accidents
Buildings, Vol. 12, No. 11, Kasım 2022, ISSN: 2075-5309
TOĞAN VEDAT, AYÖZEN YUNUS EMRE, MOSTOFİ FATEMEH, TOKDEMİR ONUR BEHZAT
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A Supervised Learning Approach to Store Choice Behavior Modeling Using Consumer Panel Metrics
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022
SOBHANİ MOZHGAN, KAYA TOLGA
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Marketing Campaign Management Using Machine Learning Techniques: An Uplift Modeling Approach
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, 19 Temmuz 2022
SANİSOĞLU MELTEM, KAYA TOLGA, BURNAZ HURİYE ŞEBNEM
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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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Analysing the Effects of Weather Conditions on Container Terminal Operations Using Machine Learning
International Journal of Business Analytics, Vol. 9, Ocak 2022, ISSN: 2334-4547
ATAK ÜSTÜN, KAYA TOLGA, ARSLANOĞLU YASİN
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An unsupervised learning approach to basket type definition in FMCG sector based on household panel data
International Journal of Information and Decision Sciences, Vol. 14, Ocak 2022, ISSN: 1756-7017
YİĞİT AHMET TALHA, DOĞRUAK UTKU, KAYA TOLGA
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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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MOCCA: Multilayer One-Class Classification for Anomaly Detection
IEEE Transactions on Neural Networks and Learning Systems, Vol. 33, No. 6, Haziran 2022, s. 2313-2323, ISSN: 2162-237X
MASSOLİ FABİO VALERİO, FALCHİ FABRİZİO, KANTARCI ALPEREN, AKTI ŞEYMANUR, EKENEL HAZIM KEMAL, AMATO GİUSEPPE
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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
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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
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Revisiting a CAD course in the midst of the global pandemic with an activity-centered framework: Reflections from design students
FormAkademisk, Vol. 15, No. 1, Ekim 2022, s. 1-20, ISSN: 1890-9515
GELMEZ KORAY, ARKAN SELİN
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Detection of mucilage phenomenon in the Sea of Marmara by using multi-scale satellite data
Environmental Monitoring and Assessment, Vol. 194, Ocak 2022, s. 1-18, ISSN: 0167-6369
TUZCU KOKAL AYLİN, OLĞUN KIYAK NAZLI, MUSAOĞLU NEBİYE
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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
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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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Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
Sensors, Vol. 22, Ağustos 2022, ISSN: 1424-8220
ALTINTAŞ GÜLŞAH, YASAR HALİMCAN, USLU IBRAHİM ENES, DEMİREL YUSUF, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM
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Machine learning-based estimation of energy dissipation capacity of RC shear walls
Structures, Vol. 45, Ocak 2022, s. 343-352, ISSN: 2352-0124
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
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Predictive Quality Defect Detection Using Machine Learning Algorithms: A Case Study from Automobile Industry
International Conference on Intelligent and Fuzzy Systems INFUS 2021:, 24 Ağustos 2021, s. 263-270
YORULMUŞ MUHAMMED HAKAN, BOLAT HÜR BERSAM, BAHADIR MEHMET ÇAĞATAY
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Basamak patlatmaları için kaya savrulması tahmin modellerinin geliştirilmesi / Development of flyrock prediction models for bench blasting
13. Bölgesel Kaya Mekaniği Sempozyumu, Isparta/TÜRKİYE, 26 Mayıs 2022, s. 143-147
HÜDAVERDİ TÜRKER, AĞAN YAŞAR
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Learning by Drawing in First-Year Design Education
ESTÜ Journal of Sketchle, Vol. 2, No. 1, Nisan 2022, s. 8-15, ISSN: 2757-9409
KÜÇÜKERSEN FIRAT, ÖZEMİR FATMA PINAR
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Fuzzy PID controller design using Q-learning algorithm with a manipulated reward function
2015 European Control Conference (ECC), Ocak 2015, ISSN: 978-395242693-7
TAVAKOL AGHAEI VAHID, ONAT AHMET, EKSİN İBRAHİM, GÜZELKAYA MÜJDE
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