CONTRIBUTIONS OF OPEN SOURCE TOOLS FOR ROAD DATA PRODUCTION IN DEEP LEARNING APPLICATIONS
FRESENIUS ENVIRONMENTAL BULLETIN, Vol. 31, Ocak 2022, s. 8542-8546, ISSN: 1018-4619
ÖZTÜRK OZAN, SARITÜRK BATUHAN, ŞEKER DURSUN ZAFER
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Generation of Istanbul road data set using Google Map API for deep learning-based segmentation
International Journal of Remote Sensing, Vol. 43, No. 8, Mayıs 2022, s. 2793-2812, ISSN: 0143-1161
ÖZTÜRK OZAN, IŞIK MUSTAFA SERKAN, SARITÜRK BATUHAN, ŞEKER DURSUN ZAFER
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Usage of Deep Learning for Image Segmentation from High Resolution Images,
Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği X. Teknik Sempozyumu, Aksaray/TÜRKİYE, 25 Nisan 2019, s. 86-89
ÖZTÜRK OZAN,ŞEKER DURSUN ZAFER,BAYRAM BÜLENT,DURAN ZAİDE
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Building Extraction from High-Resolution Images Using Deep Learning Approach
International Symposium on Applied Geoinformatics (ISAG 2019), Istanbul/TÜRKİYE, 7 Kasım 2019
SARITÜRK BATUHAN,ÖZTÜRK OZAN,ŞEKER DURSUN ZAFER,BAYRAM BÜLENT
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Robust object tracking by interleaving variable rate color particle filtering and deep learning
IEEE Int. Conference on Image Processing (ICIP), Pekin/ÇİN HALK CUMHURİYETİ, 17 Eylül 2017
AKOK BARIŞ,GÜRKAN FİLİZ,KAPLAN ONUR,GÜNSEL KALYONCU BİLGE
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Sample Efficient Interactive End-to-End Deep Learning for Self-Driving Cars with Selective Multi-Class Safe Dataset Aggregation
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 3 Kasım 2019
BİÇER YUNUS,ALİZADEH ALİ,ERDOGAN AHMETCAN,KIZILRMAK ORKUN,ÜRE NAZIM KEMAL
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Automated Lane Change Decision Making using Deep Reinforcement Learning in Dynamic and Uncertain Highway Environment
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 27 Ekim 2019
ALİZADEH ALİ,BİÇER YUNUS,MOGHADAM MAJİD,ÜRE NAZIM KEMAL,YAVAŞ MUHARREM UĞUR,KURTULUŞ CAN
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Deep-learning-based crack detection with applications for the structural health monitoring of gas turbines
Structural Health Monitoring, Kasım 2019, ISSN: 1475-9217
MOHTASHAM KHANİ MAHTAB,VAHİDNİA SAHAND,GHASEMZADEH LEİLA,OZTURK Y EREN,YUVALAKLİOGLU MUSTAFA,AKİN SELİM,ÜRE NAZIM KEMAL
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Enhancing Situational Awareness and Performance of Adaptive Cruise Control through Model Predictive Control and Deep Reinforcement Learning
2019 IEEE Intelligent Vehicles Symposium (IV), 9 Haziran 2019
ÜRE NAZIM KEMAL,YAVAŞ MUHARREM UĞUR,ALİZADEH ALİ,KURTULUŞ CAN
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Autolanding control system design with deep learning based fault estimation
Aerospace Science and Technology, Vol. 102, Temmuz 2020, s. 105855, ISSN: 1270-9638
EROĞLU BATUHAN,ŞAHİN ÇAĞATAY,ÜRE NAZIM KEMAL
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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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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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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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Bridging the gap between GRACE and GRACE-FO missions with deep learning aided water storage simulations
Science of the Total Environment, Vol. 830, Aralık 2022, ISSN: 0048-9697
UZ METEHAN, ATMAN KAZIM GÖKHAN, AKYILMAZ ORHAN, SHUM CK, KELEŞ MERVE, AY TUĞÇE, TANDOĞDU BİHTER, ZHANG YU, MERCAN HÜSEYİN
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Electricity Price Forecasting Using Recurrent Neural Networks
ENERGIES, Vol. 11, No. 5, Mayıs 2018, ISSN: 1996-1073
UĞURLU UMUT,ÖKSÜZ İLKAY,TAŞ OKTAY
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A Deep Learning Model for Road Damage Detection After an Earthquake Based on Synthetic Aperture Radar (SAR) and Field Datasets
Institute of Electrical and Electronics Engineers (IEEE), Vol. 15, Ocak 2022, ISSN: 1939-1404
KARİMZADEH SADRA, GHASEMİ MOHAMMAD, MATSUOKA MASASHİ, YAGİ KOİCHİ, ZÜLFİKAR ABDULLAH CAN
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Sales Prediction with the Deep Learning Technique: A Case Study of Fast Food Sector
19th INTERNATIONAL SYMPOSIUM ON ECONOMETRICS, OPERATIONS RESEARCH AND STATISTICS, 17 Ekim 2018
ÖNER MAHİR,ÜSTÜNDAĞ ALP,GÜLOĞLU BÜLENT,GÜVEN MURAT
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Evolutive Dataset for Social Housing Design Projects through Artificial Intelligence: From pixel to BIM through deep learning
The 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023), Graz/AVUSTURYA, Vol. 2, 20 Eylül 2023, s. 629-638, ISSN: 2684-1843
LACROIX IGOR, GÜZELCİ ORKAN ZEYNEL, SOUSA JOSE PEDRO
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A Deep Learning-Based Model to Estimate Architectural Elements of Classical Ottoman Period Mosques
11th International Conference of the Arab Society for Computation in Architecture, Art and Design (ASCAAD 2023), Petra/ÜRDÜN, 7 Kasım 2023, s. 585-598, ISSN: 2994-9777
ŞENKAL HABİBE, ALAÇAM SEMA, GÜZELCİ ORKAN ZEYNEL, ŞEN BAYRAM ASENA KUMSAL, NEFTÇİ ARAS
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