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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Robust Controller Design for a Generic Helicopter Model: An AI-Aided Application for Terrain Avoidance
MDPI Aerospace, Vol. 10, No. 9, Ağustos 2023, s. 757, ISSN: 2226-4310
BAŞPINAR BARIŞ
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An Evolutionary Reinforcement Learning Approach for Autonomous Maneuver Decision in One-to-One Short-Range Air Combat
2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC), Barcelona/İSPANYA, 1 Ekim 2023
BAYKAL YASİN, BAŞPINAR BARIŞ
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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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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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Machine Learning-Based Fire Detection: A Comprehensive Review and Evaluation of Classification Models
JOIV: International Journal on Informatics Visualization, Vol. 7, Kasım 2023, s. 1982-1988, ISSN: 25499904
DAEL FARES ABDULHAFIDH DERHEM, SHAYEA IBRAHEEM ABDULLAH MOHAMMED
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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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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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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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Forecasting Market Clearing Prices in Electricity Markets with Time Series Based Machine Learning Models
INFUS 2024: Intelligent and Fuzzy Systems, ÇANAKKALE/TÜRKİYE, No. 1090, 16 Temmuz 2024, s. 20-28
YAĞMUR MEHMET BORA,TURHAN KAGAN,KAYA TOLGA
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Stock Price Prediction of Turkish Banks Using Machine Learning Methods
Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation, INFUS 2021, İzmir/TÜRKİYE, Vol. 308, 24 Ağustos 2021, s. 222-229
EGÜZ BORA, ÇORBACI FIRAT ERSİN, 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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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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Container Terminal Workload Modeling Using Machine Learning Techniques
International Conference on Intelligent and Fuzzy Systems, INFUS 2020, Istanbul/TÜRKİYE, Vol. 1197, 21 Temmuz 2020, s. 1149-1155
ATAK ÜSTÜN, KAYA TOLGA, ARSLANOĞLU YASİN
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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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An unsupervised learning approach to basket type definition in FMCG sector based on household panel data
International Journal of Information and Decision Sciences, Vol. 14, Ocak 2022, ISSN: 1756-7017
YİĞİT AHMET TALHA, DOĞRUAK UTKU, 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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