Comparative study of evolutionary machine learning approaches to simulate the rheological characteristics of polybutylene succinate (PBS) utilized for fused deposition modeling (FDM)
Polymer Bulletin, Vol. 81, Aralık 2024, s. 8663-8683, ISSN: 0170-0839
TAYLAN OSMAN,ABDULLAH TURDİMUHAMMAD,BAİK SHEFAA,YILMAZ MUSTAFA TAHSİN,ALİDRİSİ HASSAN M.,QURBAN RAYYAN O.,MELAİBARİ AMMAR ABDULGHANİ,MEMİĆ ADNAN
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A novel reinforcement learning based routing algorithm for energy management in networks
Journal of Industrial and Management Optimization, Vol. 20, No. 12, Aralık 2024, s. 3678-3696, ISSN: 1547-5816
ERİŞ ÇİĞDEM,GÜL ÖMER MELİH,SARISARAY BÖLÜK PINAR
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Improving somatic exome sequencing performance by biological replicates
BMC BIOINFORMATICS, Vol. 25, No. 1, Ocak 2024, s. 19, ISSN: 1471-2105
CEBECİ YUNUS EMRE,ERTÜRK RUMEYSA ASLIHAN,ERGUN MEHMET ARİF,BAYSAN MEHMET
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Detection of objects with diverse geometric shapes in GPR images using deep-learning methods
Open Geosciences, Vol. 16, No. 1, Ocak 2024, s. 1-10, ISSN: 23915447
APAYDIN ORHAN,İŞSEVEN TURGAY
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MR image reconstruction using iterative up and downsampling network
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 237, Mart 2024, ISSN: 0957-4174
AGHABİGLOU AMİR,EKİNCİ DURSUN ALİ,EKŞİOĞLU ENDER METE,TÖREYİN BEHÇET UĞUR
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LLMs for Document-level Text Simplification in Turkish Foreign Language Learning
(IEEE - UBMK-2024) - IX th International Conference on Computer Science and Engineering, Antalya/TÜRKİYE, 26 Ekim 2024, s. 193-197
BEKTAŞ FATİH,DİNÇ KUTAY ARDA,ERYİĞİT GÜLŞEN
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A Novel Federated Learning Framework for System Identification
International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya/TÜRKİYE, 21 Eylül 2024, s. 1-6
KEÇECİ ERTUĞRUL,GÜZELKAYA MÜJDE,KUMBASAR TUFAN
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Noise Resilience in Dermoscopic Image Segmentation: Comparing Deep Learning Architectures for Enhanced Accuracy
Electronics, Vol. 13, Ağustos 2024, ISSN: 2079-9292
ERGİN FATİH,PARLAK İSMAİL BURAK,ADEL MOULOUD,GÜL ÖMER MELİH,KARPOUZIS KOSTAS
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Crew recovery optimization with deep learning and column generation for sustainable airline operation management
Annals of Operations Research, Vol. 342, No. 1, Kasım 2024, s. 399-427, ISSN: 0254-5330
HEREKEOĞLU AHMET,KABAK ÖZGÜR
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Comparison of conventional and machine learning regression models for accurate prediction of selected optical active components – A case study: The Gulf of Izmit
Marine Pollution Bulletin, Vol. 208, Kasım 2024, ISSN: 0025-326X
SUNAR AYŞE FİLİZ,DERVİŞOĞLU ADALET,YAĞMUR AYDIN NUR,ATABAY HAKAN,DÖNERTAŞ ASLI
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An Intelligent System for Determination of Stop-Loss and Take-Profit Limits: A Dynamic Decision Learning Approach via Fuzzy Soft Set Approach
Journal of Multiple-Valued Logic and Soft Computing, Vol. 43, Ağustos 2024, s. 561-577, ISSN: 1542-3980
ARI EMRE,ÜSTÜNDAĞ ALP,SİVRİ MAHMUT SAMİ,GÜRCAN ÖMER FARUK,BEYCA ÖMER FARUK,GULTEKİN AHMET BERKAY
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A Novel Medium Access Policy Based on Reinforcement Learning in Energy-Harvesting Underwater Sensor Networks
Sensors, Vol. 24, Eylül 2024, ISSN: 1424-8220
ERİŞ ÇİĞDEM,GÜL ÖMER MELİH,SARISARAY BÖLÜK PINAR
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Improving Aerial Targeting Precision: A Study on Point Cloud Semantic Segmentation with Advanced Deep Learning Algorithms
DRONES, Vol. 8, No. 8, Ağustos 2024, s. 19, ISSN: 2504-446X
BOZKURT SALİH,ATİK MUHAMMED ENES,DURAN ZAİDE
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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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Rapid post-earthquake damage assessment of building portfolios through deep learning-based component-level image recognition
Journal of Building Engineering, Vol. 98, Aralık 2024, ISSN: 2352-7102
FENG DE-CHENG,Lİ XİN,DEĞER ZEYNEP,LİU HANKUN,CHEN SHİ-ZHİ,WU GANG
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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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A reinforcement learning based dynamic room pricing model for hotel industry
INFOR: Information Systems and Operational Research, Vol. 62, Temmuz 2023, ISSN: 0315-5986
TUNCAY GAMZE,KAYA ÜNAL KIYMET,YILMAZ YAREN,YASLAN YUSUF,ÖĞÜDÜCÜ ŞULE
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Multi-Agent Guided Deep Reinforcement Learning Approach Against State Perturbed Adversarial Attacks
IEEE Access, Vol. 12, Kasım 2024, s. 156146-156159, ISSN: 2169-3536
ÇERÇİ ÇAĞRI,TEMELTAŞ HAKAN
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Comparison of conventional and machine learning regression models for accurate prediction of selected optical active components – A case study: The Gulf of Izmit
Marine Pollution Bulletin, Vol. 208, Kasım 2024, s. 1-16, ISSN: 0025-326X
SUNAR AYŞE FİLİZ,DERVİŞOĞLU ADALET,YAĞMUR AYDIN NUR,ATABAY HAKAN,DÖNERTAŞ ASLI
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Comparison of mandibular morphometric parameters in digital panoramic radiography in gender determination using machine learning
Oral Radiology, Vol. 40, Nisan 2024, s. 415-423, ISSN: 0911-6028
PERTEK HANİFE,KAMAŞAK MUSTAFA ERSEL,KOTAN SONER,PERTEK HATİPOĞLU FATMA,HATİPOĞLU ÖMER,KÖSE TAHA EMRE
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