Dynamic data-driven optimization approach for flight selection problem
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2025
ERDEM AKIN
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Applying machine learning methods for battery RUL prediction with data-driven modeling in the earlier cycles
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
MELİKE DOKGÖZ
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Big Data, Mobility and Rhythms in Istanbul: A Data-Driven Analysis of Urban Temporal Dynamics
Applied Spatial Analysis and Policy, Vol. 18, Kasım 2025, ISSN: 1874-463X
GÖKÇE KILIÇ PINAR,TERZİ FATİH
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Exploring the value of using data: a case study of continuous improvement through data warehousing
INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT, Vol. 33, No. 4, 2019, s. 286-296, ISSN: 1748-0930
ROGERS W. PRATT,KAHRAMAN MUHAMMET MUSTAFA,DESSUREAULT SEAN
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Big Data, Mobility and Rhythms in Istanbul: A Data-Driven Analysis of Urban Temporal Dynamics
Applied Spatial Analysis and Policy, Vol. 18, No. 144, Kasım 2025, s. 1-33, ISSN: 1874-463X
GÖKÇE KILIÇ PINAR,TERZİ FATİH
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A data-driven approach for diagnosing degradation in lithium-ion batteries using data transformation techniques and a novel deep neural network
Computers and Electrical Engineering, Vol. 117, No. 109313, Temmuz 2024, s. 1-22, ISSN: 0045-7906
AL-DULAIMI ABDULLAH AHMED,GÜNEŞER MUHAMMET TAHİR,HAMEED ALAA ALİ
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LEVERAGING AI FOR STARTUP SUCCESS PREDICTION: A DATA-DRIVEN APPROACH
Global Business and Research Congress, 3 Temmuz 2025, s. 10-11
ROKASH MAH MORTEZA
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Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Ocak 2023, ISSN: 2634-4602
ÜNAL ALPER,ASAN BUSRA,SEZEN İSMAİL,YESİLKAYNAK BUGRA,ALIZADE GOVARCHIN GHALE YUSUF,ILICAK MEHMET,ÜNAL GÖZDE
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Machine learning-driven regional prediction of PM2.5 concentrations in the eastern mediterranean bridging spatial data gaps in air quality monitoring
Environmental Modelling & Software, Vol. 192, Ağustos 2025, ISSN: 1364-8152
GURTEPE IRDE,ÜNAL ALPER,GÜLLÜ GÜLEN,ASLANOĞLU SAİME YEŞER,MARSHALL JULİAN
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Probabilistic assessment of tight-gas sands using a data-driven modeling approach
AAPG Eastern Section Meeting, Morgan Town/AMERİKA BİRLEŞİK DEVLETLERİ, 24 Ekim 2017
ARTUN FAZIL EMRE,KULGA İHSAN BURAK,ERTEKİN TURGAY
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Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Ocak 2023, ISSN: 2634-4602
ÜNAL ALPER,ASAN BUSRA,SEZEN İSMAİL,YESİLKAYNAK BUGRA,AYDIN YUSUF,ILICAK MEHMET,ÜNAL GÖZDE
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Development of a data-driven operational design tool for CO2 sequestration in shale gas reservoirs
AAPG/SPE Eastern Section Joint Meeting, Pittsburgh/AMERİKA BİRLEŞİK DEVLETLERİ, 7 Ekim 2018
KULGA İHSAN BURAK,ARTUN FAZIL EMRE,ERTEKİN TURGAY
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A data-driven matching algorithm for ride pooling problem
COMPUTERS & OPERATIONS RESEARCH, Vol. 140, Ocak 2022, ISSN: 0305-0548
ŞAHİN AHMET, SEVİM İSMAİL, ALBEY ERİNÇ, GÜLER MEHMET GÜRAY
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Climate model-driven seasonal forecasting approach with deep learning
Environmental Data Science, Vol. 2, Mayıs 2023, s. 1-11, ISSN: https://doi.org/10.1017/eds.2023.24
ÜNAL ALPER, ASAN BUSRA, SEZEN ISMAİL, YESİLKAYNAK BUGRA, AYDİN YUSUF, ILICAK MEHMET, ÜNAL GÖZDE
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Towards capsule endoscope locomotion in large volumes: design, fuzzy modeling, and testing
ROBOTICA, Vol. 42, No. 1, Ocak 2024, s. 203-224, ISSN: 0263-5747
PEKER FURKAN,BESER MERT ALPEREN,ISİLDAR ECEM,TERZİOGLU YAVUZ,ERTEN AHMET CAN,KUMBASAR TUFAN,FERHANOĞLU ONUR
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Data Driven Positioning Analysis of Music Streaming Platforms
International Conference on Intelligent and Fuzzy Systems, Istanbul/TÜRKİYE, 22 Ağustos 2023, s. 634-641
INCEKAS AYSE BASAK, ASAN UMUT
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A data-driven approach for risk assessment and material identification of buried objects using microwave measurements and neural networks
Scientific Reports, Vol. 15, No. 44470, Aralık 2025, ISSN: 2045-2322
YARIMAY GÜLÇİN,BAYAT İBRAHİM HALİL,DOĞU SEMİH,AKDUMAN İBRAHİM
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Estimation of measured evapotranspiration using data-driven methods with limited meteorological variables
Italian Journal of Agrometeorology, Ocak 2021, ISSN: 2038-5625
BAŞAKIN EYÜP ENSAR, EKMEKCİOĞLU ÖMER, ÖZGER MEHMET, ALTINBAŞ NİLCAN, ŞAYLAN LEVENT
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Data-driven modeling of ultimate load capacity of closed- and open-ended piles using machine learning
Informa UK Limited, Vol. 17, Nisan 2023, ISSN: 1938-6362
ÜLKER MEHMET BARIŞ CAN, ALTINOK EMİRHAN, TAŞKIN KAYA GÜLŞEN
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Study of rheological behavior of mineral processing tailings in surface paste technology
SME Annual Conference and Expo: The Future for Mining in a Data-Driven World, Phoenix/AMERİKA BİRLEŞİK DEVLETLERİ, 21 Şubat 2016, s. 362-364
ÖZDEMİR ORHAN,BAŞÇETİN ATAÇ,ADIGÜZEL DENİZ,TÜYLÜ SERKAN,SAVAS EG
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