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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Time series classification via topological data analysis
EXPERT SYSTEMS WITH APPLICATIONS, Vol. 183, Ocak 2021, ISSN: 0957-4174
KAYGUN ATABEY,KARAN ALPEREN
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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 mechanical property prediction system for G-Lattices via machine learning
Engineering Optimization, Vol. 56, No. 12, Ocak 2024, s. 1999-2017, ISSN: 0305-215X
ARMANFAR ARASH,TAŞMEKTEPLİGİL AHMET ALPER,ÜSTÜNDAĞ ERSAN,LAZOĞLU İSMAİL,GÜNPINAR ERKAN
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Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Vilnius/LİTVANYA, 9 Eylül 2024
BAŞ SÜMEYYE,KAYA ÜNAL KIYMET,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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A reinforcement learning based dynamic room pricing model for hotel industry
INFOR: Information Systems and Operational Research, Vol. 62, No. 2, Mayıs 2024, s. 211-231, ISSN: 0315-5986
TUNCAY GAMZE,KAYA ÜNAL KIYMET,YILMAZ YAREN,ÖĞÜDÜCÜ ŞULE,YASLAN YUSUF
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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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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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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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Enhancing Cross-Market Recommendation System with Graph Isomorphism Networks: A Novel Approach to Personalized User Experience
ICMLT '24 9th International Conference on Machine Learning Technologies, 24 Mayıs 2024
ÖZTÜRK SÜMEYYE,ERCAN AHMET BURAK,TUGAY RESUL,ÖĞÜDÜCÜ ŞULE
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An adaptive and enhanced framework for daily stock market prediction using feature selection and ensemble learning algorithms
Journal of Business Analytics, Vol. 7, Ekim 2023, s. 42-62, ISSN: 2573-234X
SİVRİ MAHMUT SAMİ,ÜSTÜNDAĞ ALP
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Using Deep Learning Algorithms for Cyberattack Detection in IEC 61850-Based Power Systems
ELECO 2024, Bursa, Turkiye, Bursa/TÜRKİYE, 28 Kasım 2024
AĞIN ABDULVEHHAB,DEMİRÖREN AYŞEN,USTA ÖMER,ÖRENCİK MEHMET BÜLENT
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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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A deep learning approach to analyse ship inspection reports via natural language processing integrated with artificial neural network
Journal of Marine Engineering & Technology, Vol. 23, No. 4, Mayıs 2024, s. 291-304, ISSN: 2046-4177
BİÇEN SAMET,ÇELİK METİN
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Enhancing Deep Learning Networks Performance By Using B-Spline Activation Functions for Clutter Removal in GPR
2024 32nd Telecommunications Forum (TELFOR), Belgrad/SIRBİSTAN, 26 Kasım 2024
KAYACAN YAVUZ EMRE,ERER IŞIN
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A PROPOSAL FOR A MACHINE LEARNING BASED VALUATION MODEL FOR DETERMINING EFFICIENT BUILDING PROPERTY TAX VALUE
IX. INTERNATIONAL HEALTH, ENGINEERING AND SCIENCES CONGRESS, Ankara/TÜRKİYE, 27 Eylül 2024, s. 127-142
TAŞTAN ELİF ŞEVVAL,METE MUHAMMED OĞUZHAN,ALKAN REHA METİN
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Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
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Machine Learning-Based Framework for Failure Forecast and Shear Strength Estimation of Non-Conforming RC Shear Walls
Journal of Earthquake Engineering, Vol. 28, Nisan 2024, ISSN: 1363-2469
TAN MEHMET,TAŞKIN KAYA GÜLŞEN,DEĞER ZEYNEP
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Prediction of Deviatoric Stress Generation for Liquefiable Soils with Machine Learning
19th National Soil Mechanics and Geotechnical Engineering Conference, 17 Ekim 2024
BİRİNCİ ÖMER TUĞŞAD,ÜLKER MEHMET BARIŞ CAN
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Behavior generation strategy of artificial behavioral system by self-learning paradigm for autonomous robot tasks
SPIE Defense and Security Symposium, UNMANNED SYSTEMS TECHNOLOGY X, Florida/AMERİKA BİRLEŞİK DEVLETLERİ, 16 Nisan 2008
DAĞLARLI EVREN,TEMELTAŞ HAKAN
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