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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Machine learning based downscaling of GRACE-estimated groundwater in Central Valley, California
Elsevier BV, Vol. 865, Mart 2023, ISSN: 0048-9697
AGARWAL VİBHOR, AKYILMAZ ORHAN, SHUM CK, FENG WEI, YANG TİNG-Yİ, FOROOTAN EHSAN, SYED TAJDARUL HASSAN, HARİTASHYA UMESH K., UZ METEHAN
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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, Vol. 36, Ekim 2023, ISSN: 0941-0643
KARAKAŞ SEYİDCEM, TAŞKIN KAYA GÜLŞEN, ÜLKER MEHMET BARIŞ CAN
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Predicting Cost Impacts of Nonconformances in Construction Projects Using Interpretable Machine Learning
Journal of Construction Engineering and Management, Vol. 150, No. 1, Ocak 2024, ISSN: 0733-9364
KOÇ KERİM, BUDAYAN CENK, EKMEKCİOĞLU ÖMER, TOKDEMİR ONUR BEHZAT
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Applying AI to Power Line Inspection: Recent Developments
International Conference on Artificial Intelligence (ICOAI 2023), Paris/FRANSA, Vol. 1, No. 3, 6 Temmuz 2023, s. 141-153, ISSN: 2972-4503
ERDEMİR GÖKHAN, ZENGİN AYDIN TARIK, AKINCI TAHİR ÇETİN
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Machine learning-based compressive strength estimation in nano silica-modified concrete
Construction and Building Materials, Vol. 408, Aralık 2023, ISSN: 0950-0618
MAHERIAN MAHSA FARSHBAF,BARAN ŞERVAN,BIÇAKÇI SİDAR NİHAT,TÖREYİN UĞUR BEHÇET,ATAHAN HAKAN NURİ
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Unlocking Reservoir Potential: Machine Learning-Driven Prediction of Reservoir Properties and Sweet Spots Identification
International Petroleum Technology Conference, Dhahran/SUUDİ ARABİSTAN, 25 Şubat 2024
KHAN MUHAMMAD,BERY ANDY ANDERSON,ALİ S. S.,AWFİ S.,BASHİR YASİR
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Coupling Different Machine Learning and Meta-Heuristic Optimization Techniques to Generate the Snow Avalanche Susceptibility Map in the French Alps
Water, Vol. 16, Kasım 2024, ISSN: 2073-4441
KAYHAN ENES CAN,EKMEKCİOĞLU ÖMER
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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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Machine learning-driven integration of terrestrial and non-terrestrial networks for enhanced 6G connectivity
Computer Networks, Vol. 255, Aralık 2024, ISSN: 1389-1286
AYGÜL MEHMET ALİ,TÜRKMEN HALİSE,ÇIRPAN HAKAN ALİ,ARSLAN HÜSEYİN
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Determination of Ball Trajectory in Tumbling Mill Considering Mill Liner Dimensions
XVIII. International Mineral Processing Symposium, Eskişehir/TÜRKİYE, 16 Ekim 2024, s. 83-88
PURAL YUSUF ENES,BOYLU FERİDUN
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A GNN Model with Adaptive Weights for Session-Based Recommendation Systems
ICMLT '24: Proceedings of the 2024 9th International Conference on Machine Learning Technologies, 24 Mayıs 2024
ÖZBAY BEGÜM,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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Classification of Stochastic Processes with Topological Data Analysis
BAŞARIM2022- 7. Ulusal Yüksek Başarımlı Hesaplama Konferansı, İstanbul/TÜRKİYE, 11 Mayıs 2022
GÜZEL İSMAİL, KAYGUN ATABEY
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Comparative study of K-NN algorithm for transportation mode detection using mobile phone sensor data
3RD INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION TECHNOLOGY, AND INTELLIGENT COMPUTING (CITIC2023), Selangor/MALEZYA, Vol. 3153, No. 1, 26 Haziran 2023, s. 1-10, ISSN: 1551-7616
ERKİL HASAN,AKTI İLKNUR,DAEL FARES ABDULHAFIDH DERHEM,SHAYEA IBRAHEEM ABDULLAH MOHAMMED,A. EL-SALEH AYMAN
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Brain Inspired Cortical Coding Method for Fast Clustering and Codebook Generation
Entropy, Vol. 24, No. 11, Kasım 2022, ISSN: 1099-4300
YÜCEL MERİÇ, BAGİS SERDAR, SERTBAŞ AHMET, ÜSTÜNDAĞ BURAK BERK
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Combined segmentation and classification-based approach to automated analysis of biomedical signals obtained from calcium imaging
Public Library of Science (PLoS), Vol. 18, Ocak 2023, ISSN: 1932-6203
DURSUN DEMİR GİZEM, DUNJA BİJELİC, AYŞİT NEŞE, KURT VATANDAŞLAR BURCU, RADENOVİC LİDİJA, ÇAPAR ABDULKERİM, KERMAN BİLAL ERSEN, PAVLE R ANDJUS, KORENİC ANDREJ, ÖZKAYA UFUK
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Evaluation of the Effects of Noise and Sampling Rate on Detection of High Impedance Fault with Machine Learning Methods on the Distribution System
Proceedings - 2023 IEEE PES GTD International Conference and Exposition, GTD 2023, İstanbul/TÜRKİYE, 22 Mayıs 2023
İLHAN SUAT, SOYKAN GÜRKAN, BAHARÖZÜ EREM
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Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning
INTERNATIONAL JOURNAL OF GEOTECHNICAL ENGINEERING, Vol. 17, No. 4, Ocak 2023, s. 15-407, ISSN: 1938-6362
ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN
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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, Nisan 2023, ISSN: 1877-7503
İZGİ BURHANEDDİN, ÖZKAYA MURAT, ÜRE NAZIM KEMAL, PERC MATJAZ
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Root-zone Soil Moisture Nowcasting using Context Aware Machine Learning
2023 11th International Conference on Agro-Geoinformatics, Agro-Geoinformatics 2023, Wuhan/ÇİN HALK CUMHURİYETİ, 25 Temmuz 2023
AKTAŞ AYDA FITRIYE, ÜSTÜNDAĞ BURAK BERK
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