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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Frequency difference based DNA encoding methods in human splice site recognition
2017 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), Antalya/TÜRKİYE, 5 Ekim 2017, s. 586-591
PASHAEI ELHAM,AYDIN NİZAMETTİN
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DIMENSION REDUCTION WITH PRINCIPAL COMPONENT ANALYSIS IN HYPERSPECTRAL IMAGE CLASSIFICATION USING MACHINE LEARNING
The 43rd Asian Conference on Remote Sensing 2022, Ulaanbaatar/MOĞOLİSTAN, 3 Ekim 2022
ATİK ŞAZİYE ÖZGE
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Machine Learning with Distributed Data Management and Process Architecture
4rd International Conference on Computer Science and Engineering (UBMK2019), Samsun/TÜRKİYE, 11 Eylül 2019, s. 1-5
BAYSAL ENGİN, BAYILMIŞ CÜNEYT
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Machine learning-based prediction of seismic failure mode of reinforced concrete structural walls
7th International Conference on Earthquake Engineering and Seismology, Antalya/TÜRKİYE, 6 Kasım 2023
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
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PRINCIPAL COMPONENT ANALYSIS APPROACH IN HYPERSPECTRAL IMAGE CLASSIFICATION WITH MACHINE LEARNING METHODS
International Symposium on Applied Geoinformatics 2021, Riga/LİTVANYA, 2 Aralık 2021
ATİK ŞAZİYE ÖZGE, ATİK MUHAMMED ENES
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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 Selection of Candidate Wells for Extended Shut-In Due to Fluctuating Oil Prices
SPE EuropEC - Europe Energy Conference featured at the 84th EAGE Annual Conference & Exhibition, Viyana/AVUSTURYA, 5 Haziran 2023
LOBUT BEYZA, ARTUN FAZIL EMRE
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Machine learning driven extended matrix norm method for the solution of large-scale zero-sum matrix games
Journal of Computational Science, Vol. 68, Nisan 2023, ISSN: 1877-7503
İZGİ BURHANEDDİN, ÖZKAYA MURAT, ÜRE NAZIM KEMAL, PERC MATJAZ
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Energy, exergy and emission performance prediction of the hydrogen-fueled scimitar engine with machine learning methods
11th Global Conference on Global Warming (GCGW-2023), İstanbul/TÜRKİYE, 14 Haziran 2023, s. 260-263
TANBAY TAYFUN, DURMAYAZ AHMET
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THE ROLE OF MACHINE LEARNING ON METAL HYDRIDE FOR HYDROGEN STORAGE
TUBA World Conference on Energy Science and Technology, İstanbul/TÜRKİYE, 8 Ağustos 2021
KARASU AŞNAZ MELİKE SULTAN, MİDİLLİ ADNAN
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Investigation of Influential Parameters on Energy Dissipation Capacity of RC Shear Walls Based on Machine Learning Methods
6th International Earthquake Engineering and Seismology Conference – 6ICEES, Kocaeli/TÜRKİYE, 13 Ekim 2021
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
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APPLICATION OF MACHINE LEARNING METHODS FOR PREDICTION OF SEAFARER SAFETY PERCEPTION
University of Buckingham Press, Vol. 164, No. 3, Şubat 2023, s. 269-282, ISSN: 1479-8751
ARSLANOĞLU BİRGÜL, ELİDOLU GİZEM, UYANIK TAYFUN
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INVESTIGATION OF INFLUENTIAL PARAMETERS ON ENERGY DISSIPATION CAPACITY OF RC SHEAR WALLS BASED ON MACHINE LEARNING METHODS
6. International Earthquake Engineering and Seismology Conference, 3 Ekim 2021
TOPALOĞLU BERKAY, TAŞKIN KAYA GÜLŞEN, SÜTCÜ FATİH, DEĞER ZEYNEP
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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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Empirical Equations for Shear Strength of Conventional Reinforced Concrete Shear Walls
ACI STRUCTURAL JOURNAL, Vol. 118, No. 2, Ocak 2021, ISSN: 0889-3241
DEĞER ZEYNEP, BAŞDOĞAN ÇAĞRI
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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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A multi-perspective input selection strategy for daily net ecosystem exchange predictions based on machine learning methods
Theoretical and Applied Climatology, Vol. 151, Kasım 2022, s. 81-98, ISSN: 0177-798X
EKMEKCİOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, AKATAŞ NİLCAN, ÖZGER MEHMET, YEŞİLKÖY SERHAN, ŞAYLAN LEVENT
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DeMETER in clouds: detection of malicious external thread execution in runtime with machine learning in PaaS clouds
Cluster Computing-The Journal of Networks Software Tools and Applications, Vol. 23, Nisan 2020, s. 2565-2578, ISSN: 1386-7857
SANDIKKAYA MEHMET TAHİR,YASLAN YUSUF,ÖZDEMİR CEMİLE DİLER
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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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