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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Machine Learning-Based Modeling of Hot Carrier Injection in 40 nm CMOS Transistors
IEEE Journal of the Electron Devices Society, Vol. 12, Mart 2024, s. 281-288, ISSN: 2168-6734
XHAFA XHESİLA,GÜNGÖRDÜ ALİ DOĞUŞ,YELTEN MUSTAFA BERKE
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Bathymetric model generation in shallow waters with optical satellite images and machine learning algorithms
6th Intercontinental Geoinformation Days (IGD), BAKÜ/AZERBAYCAN, 13 Haziran 2023, s. 195-198
KARLIĞA FATMA, ALGANCI UĞUR, ŞEKER DURSUN ZAFER
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Automated building extraction from very high-resolution remote sensing data with deep learning approaches
4th Intercontinental Geoinformation Days, TABRİZ/İRAN, 20 Haziran 2022, s. 127-130
DAĞDELEN VOLKAN, ALGANCI UĞUR, SERTEL ELİF
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Determination of Forest Burn Scar and Burn Severity From Free Satellite Images: a Comparative Evaluation of Spectral Indices and Machine Learning Classifiers
International Journal of Environment and Geoinformatics, Vol. 8, No. 4, Aralık 2021, s. 488-497, ISSN: 2148-9173
MASHHADİ NOOSHİN, ALGANCI UĞUR
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Comparative Research on Deep Learning Approaches for Airplane Detection from Very High-Resolution Satellite Images
Remote Sensing, Vol. 12, No. 3, Şubat 2020, s. 458, ISSN: -
ALGANCI UĞUR,SOYDAŞ MEHMET,SERTEL ELİF
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Aircraft Detection in Very High Resolution Satellite Images using YOLO-based Deep Learning Methods
4th Intercontinental Geoinformation Days, TABRİZ/İRAN, 20 Haziran 2022, s. 270-273
YABAN BERKAY, ALGANCI UĞUR, SERTEL ELİF
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EVALUATION OF MACHINE LEARNING BASED ALGORITHMS FOR DETERMINING LAND COVER CHANGE WITH MULTI-TEMPORAL SENTINEL-2 SATELLITE IMAGES
43rd Asian Conference on Remote Sensing (ACRS 2022), Ulaanbaatar/MOĞOLİSTAN, 3 Ekim 2022, s. 1-8
KETENCİ YAREN, ALGANCI UĞUR, ŞEKER DURSUN ZAFER
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Comparative Analysis on Deep Learning based Pan-sharpening of Very High-Resolution Satellite Images
International Journal of Environment and Geoinformatics, Vol. 8, No. 2, Haziran 2021, s. 150-165, ISSN: 2148-9173
WANG PEİJUAN, ALGANCI UĞUR, SERTEL ELİF
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A Disagreement Based Co Active Learning Method for Sleep Stage Classification
The 23rd International Conference on Systems, Signals and Image Processing (IWSSIP 2016), Bratislava Slovakia, 23 Mayıs 2016
YÜCE AYŞE BETÜL,YASLAN YUSUF
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A reinforcement learning based dynamic room pricing model for hotel industry
INFOR: Information Systems and Operational Research, Vol. 62, Temmuz 2024, s. 211-231, ISSN: 0315-5986
TUNCAY GAMZE, KAYA ÜNAL KIYMET, YILMAZ YAREN, YASLAN YUSUF, ÖĞÜDÜCÜ ŞULE
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An Optimal PMU Placement Scheme for Early Prediction of Transient Instabilities in Power Systems
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 184-188
KESİCİ MERT,SANER CAN BERK,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Sparse coding based classifier ensembles in supervised and active learning scenarios for data classification
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 91, Ocak 2018, s. 364-373, ISSN: 0957-4174
TÜYSÜZOĞLU GÖKSU,YASLAN YUSUF
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Machine learning aided diagnosis of hepatic malignancies through in vivo dielectric measurements with microwaves
Physics in Medicine and Biology, Vol. 61, No. 13, Temmuz 2016, s. 5089-5102, ISSN: 0031-9155
YİLMAZ TUBA,KILIÇ MAHMUT ALP,ERDOĞAN MELİKE,ÇAYÖREN MEHMET,TUNAOĞLU DORUK,KURTOĞLU İSMAİL,YASLAN YUSUF,ÇAYÖREN HÜSEYİN,ARIKAN AKİF ENES,TEKSÖZ SERKAN,CANDAN GÜLDEN,KEPİL NURAY,ERDAMAR ÇETİN AYŞE SİBEL,ÖZCAN MURAT,AKDUMAN İBRAHİM,KALKAN TUNAYA
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Comparative Assessment of Sensing Modalities on Manipulation Failure Detection
IEEE International Conference on Robotics and Automation (ICRA) Workshop on Perception, Inference and Learning for Joint Semantic, Geometric and Physical Understanging, 21 Mayıs 2018
İNCEOĞLU ARDA,İNCE GÖKHAN,YASLAN YUSUF,SARIEL SANEM
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Wide Area Measurement Based Online Monitoring and Event Detection Using Convolutional Neural Networks
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 223
KESİCİ MERT,SANER CAN BERK,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Machine learning approaches to quantitatively predict selectivity of compounds against HDAC1 and HDAC6 isoforms
8th International Bau Drug Design Congress: Novel Methods and Emerging Targets in Drug Discovery and Patented Drug Development, İstanbul/TÜRKİYE, 15 Aralık 2022
DOĞAN BERNA
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Predicting Selectivity of Compounds Against HDAC Isoforms Quantitatively Using Deep Learning Approaches
12th Visegrad Symposium on Biomolecular Interactions, Piestany/SLOVAKYA, 23 Haziran 2024
ÇORBACI TOLGA,DOĞAN BERNA,DURDAĞI SERDAR
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Machine Learning Approaches to Predict the Selectivity of Compounds against HDAC1 and HDAC6
JOURNAL OF COMPUTATIONAL BIOPHYSICS AND CHEMISTRY, Vol. 23, No. 6, Haziran 2024, s. 837-850, ISSN: 2737-4165
DOĞAN BERNA
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Fuzzy PID controller design using Q learning algorithm with a manipulated reward function
2015 European Control Conference (ECC), 15 Temmuz 2015, s. 2502-2507
AGHAEI VAHID TAVAKOL,ONAT AHMET,EKSİN İBRAHİM,GÜZELKAYA MÜJDE
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