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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Deep Learning Models for Physiological Data Classification of Children During Computerized Auditory Tests: Deep Learning-Based Emotion Recognition in Child-Computer Interaction Handbook of Research on New Investigations in Artificial Life, AI, and Machine Learning
2022, IGI Global
EROL BARKANA DUYGUN, KAŞIKÇI ITIR, KÖSE HATİCE, GÜMÜŞLÜ ELİF, YILAR SELMA, DEMİRPENÇE SEÇİNTİ DİLARA
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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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One-class machine learning approach for localized damage detection
JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, Vol. 12, Temmuz 2022, s. 1115-1131, ISSN: 2190-5452 / 2190-5479
GÜNEŞ BURCU
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A Machine Learning Approach Utilizing Different Features for Structural Damage Detection
14th International Congress on Advances in Civil Engineering, ACE 2020-21, İstanbul/TÜRKİYE, 6 Eylül 2021
GÜNEŞ BURCU, OK EFKAN
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Prediction of Adhesion Strength Using Extreme Learning Machine and Support Vector Regression Optimized with Genetic Algorithm
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, Vol. 45, No. 8, Ağustos 2020, s. 6985-7004, ISSN: 2193-567X
HAZIR ENDER,ÖZCAN TUNCAY,KOÇ KÜÇÜK HÜSEYİN
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Metaheuristics Approaches to Solve the Employee Bus Routing Problem With Clustering-Based Bus Stop Selection In Artificial Intelligence and Machine Learning Applications in Civil, Mechanical, and Industrial Engineering
2020, s. 216-239, IGI Global
BÜYÜKSAATÇI KİRİŞ SİNEM,ÖZCAN TUNCAY
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DIAGNOSIS OF DIABETES MELLITUS USING STATISTICAL METHODS AND MACHINE LEARNING ALGORITHMS
Sigma Journal of Engineering and Natural Sciences, Vol. 36, No. 4, Aralık 2018, s. 1265-1282, ISSN: 1304-7191
PEKEL EBRU,ÖZCAN TUNCAY
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Machine Learning Based Approaches for Short Term Sales Forecasting in E-Commerce
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
ALTUNCU MEHMET ARDIL, TAŞTAN MUHAMMED HAMZA, ÖZCAN TUNCAY
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Diagnosis of Diabetes Mellitus Using Statistical Methods and Machine Learning Algorithms
4th International Management Information Systems Conference 2017, 17 Ekim 2017, s. 199-199
PEKEL EBRU,ÖZCAN TUNCAY
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A grid search optimized extreme learning machine approach for customer churn prediction
Journal of Engineering Research, Vol. 11, No. 3, Eylül 2023, s. 100-111, ISSN: 2307-1877
KOÇOĞLU FATMA ÖNAY, ÖZCAN TUNCAY
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Salesperson Churn Prediction with Machine Learning Approaches in the Retail Industry
The 22th International Symposium for Production Research (ISPR2022), 6 Ekim 2022, ISSN: 2195-4356
CÖMERT GİZEM, ÖZCAN TUNCAY, KAYA TOLGA
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High performance machine learning system based on predictive error compensation network and the associated device
Patent No: WO2023113729A1, Patent Sınıfı: G06N, 2023
BURAK BERK ÜSTÜNDAĞ; ,ALPER CEM YILMAZ,AJLA KULAGLIC
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Machine learning-based prediction of seismic failure mode of reinforced concrete
structural walls
Joint Conference on 18WCSI and 7ICEES (7th International Conf on Earthquake Tebliğde Adı Geçen Araştırmacılar Engineering and Seismology), 6 Kasım 2023
DEĞER ZEYNEP, TAŞKIN KAYA GÜLŞEN
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MACHINE LEARNING-BASED CONSTRUCTION PLANNING AND
FORECASTING MODEL
23° INTERNATIONAL CONFERENCE ON CONSTRUCTION APPLICATIONS OF VIRTUAL REALITY (CONVR2023), Florence/İTALYA, 13 Kasım 2023, s. 716-722, ISSN: 2704-5846
KESER AHMET ESAT, TOKDEMİR ONUR BEHZAT
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FOREST BIOPHYSICAL PARAMETER ESTIMATION VIA MACHINE LEARNING AND
NEURAL NETWORK APPROACHES
2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2023), California/AMERİKA BİRLEŞİK DEVLETLERİ, 16 Temmuz 2023
AKSOY SAMET, SHAUQ SHWAYYAT, ŞULENUR TOPGÜL, SERTEL ELİF, ÜNSALAN CEM, JARI SALO, ANTON HOLMSTRÖM, JORGEN WALLERMAN, MATS NİLSSON, JOHAN FRANSSON
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Classification of Photogrammetric and Airborne LiDAR Point
Clouds Using Machine Learning Algorithms
Drones, Vol. 5, No. 104, Eylül 2021, s. 1-16, ISSN: ISSN 2504-446X
DURAN ZAİDE, OZCAN KUBRA, ATİK MUHAMMED ENES
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Machine learning insights into PM2.5 changes
during COVID‐19 lockdown: LSTM and RF analysis in Mashhad
Environmental Monitoring and Assessment, Vol. 196, No. 453, Nisan 2024, s. 1-22, ISSN: 0167-6369
MOEZZİ SEYED MOHAMMAD MAHDİ,MOHAMMADİ MİTRA,MOHAMMADİ MANDANA,SALOĞLU DERTLİ DİDEM,SHEİKHOLESLAMİ RAZİ
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“Short-Term Load Forecasting Using Machine Learning
Algorithms: A Case Study in Turkey
IEEE Global Energy Conference (GEC2022), Batman/TÜRKİYE, Vol. 1, No. 1, 26 Ekim 2022, s. 13-18
NOBARİ ALİ, PÜRLÜ MİKAİL, ANDİÇ CENK, TÜRKAY BELGİN, NOBARİ ALİ
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DETERMINATION OF HAZELNUT CULTIVATED AREAS USING SENTINEL-2 MSI:
PERFORMANCE ANALYSIS OF MACHINE LEARNING ALGORITHMS
6. INTERNATIONAL FOOD, AGRICULTURE AND VETERINARY SCIENCES CONGRESS, Ganja/AZERBAYCAN, 22 Eylül 2023, s. 258-267
TERZİ TÜRK SEDA, BEKTAŞ BALÇIK FİLİZ
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