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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Statistical Downscaling of Monthly Reservoir Inflows for Kemer Watershed in Turkey: Use of Machine Learning Methods, Multiple Gcms and Emission Scenarios
International Journal of Climatology, Vol. 35, No. 11, Eylül 2015, s. 3274-3295, ISSN: 1097-0088
OKKAN UMUT,İNAN GÜL
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Simulation of Temperature and Precipitation under the Climate Change Scenarios: Integration of a GCM and Machine Learning Approaches Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering
2016, s. 465-491, IGI-Global
OKKAN UMUT, İNAN GÜL
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An Integrated Decision Analytic Framework of Machine Learning with Multi Criteria Decision Making for Multi Attribute Inventory Classification
COMPUTERS & INDUSTRIAL ENGINEERING, Vol. 101, Ocak 2016, s. 599-613, ISSN: 0360-8352
KARTAL BASRİ,ASİL ÖZTEKİN,AGUPTA GUNASEKARAN,ÇEBİ FERHAN
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Performance Evaluation of Photovoltaic Panels in Extreme Environments: A Machine Learning Approach on Horseshoe Island, Antarctica
Sustainability, Vol. 17, Aralık 2024, ISSN: 2071-1050
DAŞ MEHMET,ARSLAN ERHAN,KAYA ŞULE,ALATAŞ BİLAL,AKPINAR EBRU,ÖZSOY BURCU
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Demand Forecasting of a Company that Produces by Mass Customization with Machine Learning
In International Conference on Intelligent and Fuzzy Systems, 14 Ağustos 2021
KÖY EZGİ, KONYALIOĞLU AZİZ KEMAL, ÇEBİ FERHAN
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A survey of applications of artificial intelligence and machine learning in future mobile networks-enabled systems
Elsevier BV, Vol. 44, Ağustos 2023, ISSN: 2215-0986
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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Underwater Image Detection for Cleaning Purposes; Techniques Used for Detection Based on Machine Learning
Walter de Gruyter GmbH, Vol. 19, Mayıs 2022, ISSN: 2668-4217
SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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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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A prediction Model for Specific Energy Required by Point Attack Picks based on a Hybrid Evolutionary Machine Learning Technique
Arabian Journal of Geosciences, Mayıs 2022, s. 1-16, ISSN: 1866-7511
HOJJATİ SHAHABEDİN, JEONG H., CHO JW., TUMAÇ DENİZ, SEOKWON JEON
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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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Generalizable Aircraft Takeoff Weight Estimation from Trajectory Data using Machine Learning
AIAA AVIATION 2023 Forum, San Diego, CA/AMERİKA BİRLEŞİK DEVLETLERİ, 12 Haziran 2023
AZYIT RECEP, CENGİZ MELİH SAFA, UZUN MEVLÜT, DEMİREZEN MUSTAFA UMUT, LEONES JAVİER LOPEZ, İNALHAN GÖKHAN, BAŞPINAR BARIŞ
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Spot Welding Parameter Tuning for Weld Defect Prevention in Automotive Production Lines: An ML-Based Approach
INFORMATION, Vol. 14, No. 1, Ocak 2023, s. 25, ISSN: 2078-2489
YÜCEL ERTUĞRUL, BAYIR MUSA, KAYA TOLGA, YILDIRIM NİHAN
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Classification of Authentic and Fake Online Reviews with Supervised Machine Learning Techniques
ICMSEM 2022: Sixteenth International Conference on Management Science and Engineering Management, Ankara/TÜRKİYE, No. 144, 3 Ağustos 2022, s. 309-319
KURTCAN BETUL DURKAYA, KAYA TOLGA
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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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Clustering AirBnB Listings in Istanbul Using Unsupervised Machine Learning Techniques
INFUS 2023: Intelligent and Fuzzy Systems, İstanbul/TÜRKİYE, Vol. 759, 22 Ağustos 2023, s. 197-205
ÖZÇİNİ MEHMET ATA, YILMAZ TUNA, KAYA TOLGA
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Clustering English Premier League Referees Using Unsupervised Machine Learning Techniques
International Conference on Intelligent and Fuzzy Systems, INFUS 2021, İzmir/TÜRKİYE, Vol. 307, 24 Ağustos 2021, s. 230-237
ISPA MUSTAFA, YARISAN UFUK, KAYA TOLGA
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A Machine Learning-Based Decision Support System Design for Restraining Orders in Turkey
COMPSAC 2021, IEEE 45th Annual Computers, Software, and Applications Conference, 12 Temmuz 2021, s. 1521-1526
AY H. UMUTCAN, ÖNER H. AYSU, YILDIRIM NİHAN, KAYA TOLGA
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Prediction of Gross Movie Revenue in the Turkish Box Office Using Machine Learning Techniques
INFUS 2022: Digital Acceleration and The New Normal, İzmir/TÜRKİYE, Vol. 505, 19 Temmuz 2022, s. 86-92
GÜRBÜZ ANIL, BİÇER EZGİ, KAYA TOLGA
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