Tuning Scaling Factors of Fuzzy Logic Controllers via Reinforcement Learning Policy Gradient Algorithms
Proceedings of the 3rd International Conference on Mechatronics and Robotics Engineering - ICMRE 2017, Ocak 2017, ISSN: 978-145035280-2
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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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Analysing the Effects of Weather Conditions on Container Terminal Operations Using Machine Learning
International Journal of Business Analytics, Vol. 9, Ocak 2022, ISSN: 2334-4547
ATAK ÜSTÜN, KAYA TOLGA, ARSLANOĞLU YASİN
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Machine learning methods for predicting marine port accidents: a case study in container terminal
Ships and Offshore Structures, Vol. 17, No. 11, Aralık 2021, ISSN: 1744-5302
ATAK ÜSTÜN, ARSLANOĞLU YASİN
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Data-Driven Approach for Estimating Power and Fuel Consumption of Ship: A Case of Container Vessel
Mathematics, Vol. 10, No. 22, Kasım 2022, ISSN: 2227-7390
UYANIK TAYFUN, YALMAN YUNUS, KALENDERLİ ÖZCAN, ARSLANOĞLU YASİN, TERRİCHE YACİNE TERRİCHE, SU CHUN-LİEN, GUERRERO JOSEP M.
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Analysis of Augmentation Methods for RF Fingerprinting under Impaired Channels
2022 ACM Workshop on Wireless Security and Machine Learning (WiSeML), SAN ANTONIO/AMERİKA BİRLEŞİK DEVLETLERİ, 19 Mayıs 2022, s. 3-8
CÖMERT CEREN, KULHANDJIAN MICHEL, GÜL ÖMER MELİH, TOUAZI AZZEDINE, ELLEMENT CLIFF, KANTARCI BURAK, D'AMOURS CLAUDE
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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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INDEEDopt: a deep learning-based ReaxFF parameterization framework
npj Computational Materials, Vol. 7, Mayıs 2021, ISSN: 2057-3960
SENGUL MERT, SONG YAO, NAYİR NADİRE, GAO YAWEİ, HUNG YİNG, DASGUPTA TİRTHANKAR, VAN DUİN ADRİ
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Blockchain-enabled Internet of Things (IoTs) platforms for vehicle sensing and transportation monitoring Machine Learning, Blockchain Technologies and Big Data Analytics for IoTs: Methods, technologies and applications
LONDRA/İNGİLTERE, 2022, s. 351-373, The Institution of Engineering and Technology (IET)
GÜL ÖMER MELİH
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Computer-aided diagnosis in maritime healthcare: review of spinal hernia Machine Learning in Medical Imaging and Computer Vision
LONDRA/İNGİLTERE, 2024, s. 95-115, Institution of Engineering and Technology
PARLAK İSMAİL BURAK,USLUER HASAN BORA,GÜL ÖMER MELİH
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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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Using deep/machine learning to identify patterns and detecting misinformation for pandemics in the post-COVID-19 era Machine Learning in Medical Imaging and Computer Vision
LONDRA/İNGİLTERE, 2024, s. 313-334, Institution of Engineering and Technology
NAEEM JAVARIA,GÜL ÖMER MELİH
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Detection of Misinformation Related to Pandemic Diseases using Machine Learning Techniques in Social Media Platforms
EAI Endorsed Transactions on Pervasive Health and Technology, Vol. 10, Haziran 2024, s. 1-20, ISSN: 2411-7145
NAEEM JAVARIA,GÜL ÖMER MELİH,PARLAK İSMAİL BURAK,KARPOUZIS KOSTAS,SALMAN YÜCEL BATU,KADRY SEIFEDINE
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The Impact of Teacher Questions on Student Learning in EFL
Journal of Educational and Instructional Studies in the World, Vol. 2, No. 2, Nisan 2012, ISSN: 2146-7463
HAMİLOĞLU KAMİLE,TEMİZ GÜRKAN
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Predicting oil prices: A comparative analysis of machine learning and image recognition algorithms for trend prediction
Finance Research Letters, Vol. 67, Eylül 2024, ISSN: 1544-6123
GÖNCÜ AHMET,KUZUBAŞ TOLGA UMUT,SALTOĞLU VAHAP BURAK
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Model-independent reconstruction of the interacting dark energy kernel Binned and Gaussian process
JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS, No. 11, Kasım 2023, s. 51, ISSN: 1475-7516
ESCAMİLLA LUİS A, AKARSU ÖZGÜR, Dİ VALENTİNO ELEONORA, VAZQUEZ J. ALBERTO
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Disease detection on the leaves of the tomato plants by using deep learning
Agro-Geoinformatics, 2017, Fairfax/AMERİKA BİRLEŞİK DEVLETLERİ, 7 Ağustos 2017, s. 1-1
DURMUŞ HALİL,GÜNEŞ ECE OLCAY,KIRCI MÜRVET
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Fractional-Order Calculus-Based Data Augmentation Methods for Environmental Sound Classification with Deep Learning
fractal and fractional, Vol. 6, Eylül 2022, s. 1-15, ISSN: EISSN 2504-3110
YAZGAC BİLGİ GÖRKEM, KIRCI MÜRVET
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Extracting Structural Elements From 3D Point Clouds in Indoor Environments via Machine Learning Techniques
IEEE Access, Vol. 12, Ocak 2024, s. 94461-94476, ISSN: 2169-3536
AKSU KORAY,DEMİREL HANDE
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Scene Interpretation for Lifelong Robot Learning
The 9th International Workshop on Cognitive Robotics (CogRob 2014) held in conjunction with ECAI-2014, Prag/ÇEK CUMHURİYETİ, 4 Kasım 2014
ERSEN MUSTAFA,SARIEL SANEM,YALÇIN HÜLYA
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