Prediction of Load Capacities of Closed- and Open-Ended Piles using Boosting Machine Learning Methods
5th International Conference on New Developments in Soil Mechanics and Geotechnical Engineering, 24 Haziran 2022
KARAKAŞ SEYİDCEM, ÜLKER MEHMET BARIŞ CAN, TAŞKIN KAYA GÜLŞEN
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Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning
Informa UK Limited, Vol. 17, Nisan 2023, ISSN: 1938-6362
ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN
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Machine learning-based predictive models for equivalent damping ratio of RC shear walls
Springer Science and Business Media LLC, Vol. 21, Ocak 2023, ISSN: 1570-761X
YAGHOUBI SHARAREH, DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH
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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, Ekim 2023, ISSN: 0941-0643
KARAKAŞ SEYİDCEM, TAŞKIN KAYA GÜLŞEN, ÜLKER MEHMET BARIŞ CAN
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There Are No Data Like More Data: Datasets for deep learning in Earth observation
Institute of Electrical and Electronics Engineers (IEEE), Vol. 11, Eylül 2023, ISSN: 2473-2397
SCHMİTT MİCHAEL, AHMADİ SEYED ALİ, XU YONGHAO, TAŞKIN KAYA GÜLŞEN, VERMA UJJWAL, SİCA FRANCESCOPAOLO, HÄNSCH RONNY
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Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data
Advances in Space Research, Vol. 69, No. 2, Ocak 2022, s. 1072-1086, ISSN: 0273-1177
AKSOY SAMET, YILDIRIM AYLİN, GORJİ TAHA, HAMZEHPOUR NİKOU, TANIK AYŞE GÜL, SERTEL ELİF
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Benchmark of machine learning algorithms on transient stability prediction in renewable rich power grids under cyber-attacks
Internet of Things, Vol. 25, Nisan 2024, ISSN: 2542-6605
AYGÜL KEMAL,MOHAMMADPOURFARD MOSTAFA,KESİCİ MERT,KÜÇÜKTEZCAN CAVİT FATİH,GENÇ VEYSEL MURAT İSTEMİHAN
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Autonomous Driving Systems for Decision-Making Under Uncertainty Using Deep Reinforcement Learning
2022 30th Signal Processing and Communications Applications Conference (SIU), Safranbolu/TÜRKİYE, 15 Mayıs 2022
HAKLIDIR MEHMET, TEMELTAŞ HAKAN
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Differences in self-regulated learning strategies among industrial design students: A convergent mixed-methods study
ITU Press, Press of the Istanbul Techncial University, No. 2, Ocak 2022, s. 277-299, ISSN: 1302-8324
ATEŞ AKDENİZ AYSUN, TURAN GÜLNAME
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Self-regulated learning in the industrial design studio
Design Research Society Learn X Design Conference, 2019: Insider Knowledge, 9 Temmuz 2019, s. 973-977
ATEŞ AKDENİZ AYSUN
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Exploring the impact of self-regulated learning intervention on students' strategy use and performance in a design studio course
INTERNATIONAL JOURNAL OF TECHNOLOGY AND DESIGN EDUCATION, Vol. 33, No. 5, Ocak 2023, s. 35-1957, ISSN: 0957-7572
ATEŞ AKDENİZ AYSUN
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Short Term Load Forecasting Using Machine Learning Algorithms: A Case Study in Turkey
IEEE Global Energy Conference (GEC2022), Vol. 1, No. 1, 26 Ekim 2022, s. 13-18
PÜRLÜ MİKAİL, ANDİÇ CENK, TÜRKAY BELGİN, NOBARİ ALİ
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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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Development of adaptive human-computer interaction games to evaluate attention
ROBOTICA, Vol. 40, No. 1, Ocak 2022, s. 56-76, ISSN: 0263-5747
KANDEMİR HASAN, KÖSE HATİCE
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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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Geometric Reinforcement Learning for Robotic Manipulation
Institute of Electrical and Electronics Engineers (IEEE), Vol. 11, Ocak 2023, s. 111492-111505, ISSN: 2169-3536
ALHOUSANİ NASEEM, KÖSE HATİCE
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Spectrum Sensing and Signal Identification With Deep Learning Based on Spectral Correlation Function
IEEE Transactions on Vehicular Technology, Vol. 70, Ocak 2021, ISSN: 0018-9545
TEKBIYIK KÜRŞAT, AKBUNAR ÖZKAN, EKTİ ALİ RIZA, GÖRÇİN ALİ, KARABULUT KURT GÜNEŞ ZEYNEP, QARAQE KHALİD
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Exploiting Sparsity Recovery for Compressive Spectrum Sensing: A Machine Learning Approach
IEEE Access, Vol. 7, Nisan 2019, s. 126098-126110, ISSN: 2169-3536
NAZZAL MAHMOUD,EKTİ ALİ RIZA,GÖRÇİN ALİ,ARSLAN HÜSEYİN
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Dictionary Learning-Based Beamspace Channel Estimation in Millimeter-Wave Massive MIMO Systems with a Lens Antenna Array
15th International Wireless Communications Mobile Computing Conference (IWCMC), 24 Haziran 2019
NAZZAL MAHMOUD,AYGÜL MEHMET ALİ,GÖRÇİN ALİ,ARSLAN HÜSEYİN
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Multi-Channel Learning with Preprocessing for Automatic Modulation Order Separation
2022 IEEE Symposium on Computers and Communications (ISCC), 30 Haziran 2022
SÜMEN GİZEM, ÇELEBİ BURAK AHMET, KARABULUT KURT GÜNEŞ ZEYNEP, GÖRÇİN ALİ, TEDİK BAŞARAN SEMİHA
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