Multifidelity Prediction Framework with Convolutional Neural Networks Using High-Dimensional Data
American Institute of Aeronautics and Astronautics (AIAA) Journal of Aerospace Information Systems, Vol. 20, No. 5, Mayıs 2023, ISSN: 1940-3151
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Tuning Hyperparameters of Machine Learning Algorithms and Deep Neural Networks Using Metaheuristics: A Bioinformatics Study on Biomedical and Biological Cases
Computational Biology and Chemistry, Vol. 97, Nisan 2022, ISSN: 1476-9271
NEMATZADEH MIANDOAB SAJJAD, KIANI FARZAD, TORKAMANIAN AFSHAR MAHSA, AYDIN NİZAMETTİN
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An Optimal Feature Parameter Set Based on Gated Recurrent Unit Recurrent Neural Networks for Speech Segment Detection
Applied Sciences-Basel, Vol. 10, No. 4, Şubat 2020, s. 1-23, ISSN: 2076-3417
BATUR ÖZLEM,AYDIN NİZAMETTİN
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Novel Approaches on Sovereign Credit Ratings
EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS, Vol. 11, No. 4, Ekim 2018, s. 1014-1026, ISSN: 1307-5543
ÖNAL NİSA ÖZGE,KARAÇUHA ERTUĞRUL
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A Multifidelity Prediction with Convolutional Neural Networks using High-dimensional Data
2022 AIAA Aviation Forum, Chicago/AMERİKA BİRLEŞİK DEVLETLERİ, 27 Haziran 2022
TEKASLAN HÜSEYİN EMRE, NİKBAY MELİKE
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4 Degrees of Freedom Ship Motion Estimation Using Neural Networks for Calm Waters
TEAM 2020/21, 34th Asian-Pacific Technical Exchange and Advisory Meeting on Marine Structures, İstanbul/TÜRKİYE, 6 Aralık 2021, s. 100-105
ZİHNİOĞLU ALPER,ERTOGAN MELEK,ERTUĞRUL ŞENİZ
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Efficient Time-Multiplexed Realization of Feedforward Artificial Neural Networks
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 12 Ekim 2020
AKSOY LEVENT,PARVİN SAJJAD,NOJEHDEH MOHAMMADREZA,ALTUN MUSTAFA
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Short-mid-term solar power prediction by using artificial neural networks
SOLAR ENERGY, Vol. 86, No. 2, Ocak 2012, s. 9, ISSN: 0038-092X
KAYMAK MUSTAFA KEMAL,ÖZTOPAL AHMET,DURNA BİHTER,İZGİ ERCAN,ŞAHİN AHMET DURAN
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Energy-Efficient Hardware Implementation of Fully Connected Artificial Neural Networks Using Approximate Arithmetic Blocks
Springer Science and Business Media LLC, Vol. 42, Nisan 2023, ISSN: 0278-081X
NOJEHDEH MOHAMMADREZA, ALTUN MUSTAFA
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Efficient Hardware Implementation of Artificial Neural Networks Using Approximate Multiply-Accumulate Blocks
2020 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 6 Temmuz 2020
NOJEHDEH MOHAMMADREZA,AKSOY LEVENT,ALTUN MUSTAFA
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Determination of the Representative Time Horizons for Short-term Wind Power Prediction by Using Artificial Neural Networks
ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, Vol. 36, No. 16, Ocak 2014, s. 10, ISSN: 1556-7036
KAYMAK MUSTAFA KEMAL,DURNA BİHTER,İZGİ ERCAN,ÖZTOPAL AHMET,ŞAHİN AHMET DURAN
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Motor Imagery Based EEG Classification by Using Common Spatial Patterns and Convolutional Neural Networks
2019 Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT), Istanbul/TÜRKİYE, 24 Nisan 2019
KORHAN NURİ,ÖLMEZ ZÜMRAY,ÖLMEZ TAMER
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
Lecture Notes in Networks and Systems, Vol. 643, Ocak 2023, s. 244-256, ISSN: 2367-3389
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Overview of evolutionary algorithms and neural networks for modern mobile communication
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, Vol. 33, No. 9, Eylül 2022, s. 1-43, ISSN: 2161-3915
KOUHALVANDİ LİDA, ÖZOĞUZ İSMAİL SERDAR, SHAYEA IBRAHEEM ABDULLAH MOHAMMED, HAFİZAL MOHAMAD
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Predicting Tanker Main Engine Power Using Regression Analysis and Artificial Neural Networks
Sigma Journal of Engineering and Natural Sciences, Vol. 41, No. 2, Nisan 2023, s. 216-225, ISSN: 1304-7205
GÜNEŞ ÜMİT, BAŞHAN VEYSİ, ÖZSARI İBRAHİM, KARAKURT ASIM SİNAN
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Forecasting Automobile Sales in Turkey with Artificial Neural Networks
International Journal of Business Analytics, Vol. 6, No. 4, Ekim 2019, s. 50-60, ISSN: 2334-4547
KAYA AYCAN,KAYA GİZEM,ÇEBİ FERHAN
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Forecasting Automobile Sales in Turkey with Artificial Neural Networks
International Journal of Business Analytics (IJBAN), Vol. 6, No. 4, Ekim 2019, s. 50-60, ISSN: 2334-4547
KAYA AYCAN,KAYA GİZEM,ÇEBİ FERHAN
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Detection of ECG waveforms by neural networks
Medical Engineering & Physics, Vol. 19, No. 8, Ekim 1997, s. 738-741, ISSN: 13504533
DOKUR ZÜMRAY,ÖLMEZ TAMER,YAZGAN ERTUGRUL,ERSOY OKAN K
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Modeling Toothpaste Brand Choice An Empirical Comparison of Artificial Neural Networks and Multinomial Probit Model
International Journal of Computational Intelligence Systems, Vol. 3, No. 5, 2010, s. 674-687
KAYA TOLGA,AKTAŞ EMEL,TOPÇU İLKER BEKİR,ÜLENGİN KEMAL BURÇ
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Buckling performance of fuselage panels reinforced with Voronoi-type stiffeners
INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, Vol. 240, Şubat 2023, ISSN: 0020-7403
BOSTAN BERKAY, KUSBECİ MEHMETCAN, ÇETİN MURAT, KIRCA MESUT
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