From Statistical to Deep Learning Models: A Comparative Sentiment Analysis Over Commodity News
International Conference on Intelligent and Fuzzy Systems, Vol. 308, No. 2, 24 Ağustos 2021, s. 155-162
SİVRİ MAHMUT SAMİ, KORKMAZ BUSE SİBEL, ÜSTÜNDAĞ ALP
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A Model Proposal for the Adaptation of a System That Can Detect Cataphoresis Coating Defects with a Deep Learning Based Image Processing Technology to Automotive Quality Process
9th International Symposium on Innovative Technologies in Engineering and Science 15-17 October 2021 (ISITES2021 Sakarya - Turkey), SAKARYA/TÜRKİYE, 15 Ekim 2021, s. 223-231, ISSN: 2667-5862
CEBECİ UFUK, ŞİMŞEK TOLGA, ÇELİK GÖKTUĞ, ŞENBAY ESMEGÜL
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A novel deep learning model based on convolutional neuralnetworks for employee churn prediction
JOURNAL OF FORECASTING, Vol. 41, No. 3, Eylül 2022, s. 539-550, ISSN: 0277-6693
PEKEL ÖZMEN EBRU, ÖZCAN TUNCAY
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Deep-learning-based short-term electricity load forecasting: A real case application
Engineering Applications of Artificial Intelligence, Vol. 109, Ocak 2022, ISSN: 0952-1976
YAZICI İBRAHİM, BEYCA ÖMER FARUK, DELEN DURSUN
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Comparative analysis of deep learning based building extraction methods with the new VHR Istanbul dataset
Expert Systems with Applications, Vol. 202, Mayıs 2022, s. 1-13, ISSN: 0957-4174
BAKIRMAN TOLGA, İREM KÖMÜRCÜ, SERTEL ELİF
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Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
Sensors, Vol. 22, Ağustos 2022, ISSN: 1424-8220
ALTINTAŞ GÜLŞAH, YASAR HALİMCAN, USLU IBRAHİM ENES, DEMİREL YUSUF, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM
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Fast-ICA Based Lane Detection Method for Autonomous Vehicles
IEEE 26th International Conference ELECTRONICS 2022, Palanga/LİTVANYA, 13 Haziran 2022, s. 1-6
DOĞRU HASİBE BÜŞRA,ZENGİN AYDIN TARIK
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An Efficient Ensemble Deep Learning Approach for Semantic Point Cloud Segmentation Based on 3D Geometric Features and Range Images
Sensors, Vol. 22, Ocak 2022, ISSN: 1424-8220
ATİK MUHAMMED ENES, DURAN ZAİDE
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Channel Attention Networks for Robust MR Fingerprint Matching
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, Vol. 69, No. 4, Ocak 2022, s. 8, ISSN: 0018-9294
SOYAK REFİK, NAVRUZ EBRU, RSOY EDA ÖZGÜ E, CRUZ GASTAO, PRİETO CLAUDİA, KİNG ANDREW P., ÜNAY DEVRİM, ÖKSÜZ İLKAY
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A Deep Learning Model for Automated Segmentation of Fluorescence Cell images
Journal of Physics: Conference Series: A Life in Mathematical Physics: Conference in Honour of Tekin Dereli (DERELI-FS-2021), ISTANBUL/TÜRKİYE, Vol. 2191, 26 Kasım 2021, s. 12003, ISSN: 1742-6596
AYDIN MUSA, KİRAZ BERNA, EREN FURKAN, UYSALLI YİĞİT, MOROVA BERNA, ÖZCAN SELAHATTİN CAN, AÇILAN AYHAN CEYDA, KİRAZ ALPER
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Malaria Parasite Detection with Deep Transfer Learning
2018 3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo/BOSNA HERSEK, 20 Eylül 2018
VAR ESRA, TEK FAİK BORAY
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Short-Term Wind Speed Forecasting System Using Deep Learning for Wind Turbine Applications
International Journal of Electrical and Computer Engineering, Vol. 10, No. 6, Aralık 2020, s. 5779-5784, ISSN: 2088-8708
ERDEMİR GÖKHAN,ZENGİN AYDIN TARIK,AKINCI TAHİR ÇETİN
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Automated building extraction from very high-resolution remote sensing data with deep learning approaches
4th Intercontinental Geoinformation Days, TABRİZ/İRAN, 20 Haziran 2022, s. 127-130
DAĞDELEN VOLKAN, ALGANCI UĞUR, SERTEL ELİF
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VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications
ISPRS International Journal of Geo-Information, Vol. 11, Ocak 2022, ISSN: 2220-9964
KIZILKAYA SERDAR, ALGANCI UĞUR, SERTEL ELİF
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Aircraft Detection in Very High Resolution Satellite Images using YOLO-based Deep Learning Methods
4th Intercontinental Geoinformation Days, TABRİZ/İRAN, 20 Haziran 2022, s. 270-273
YABAN BERKAY, ALGANCI UĞUR, SERTEL ELİF
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How do we help students build beliefs that allow them to avoid critical learning barriers and develop a deep understanding a geology
Eurasia Journal of Mathematics Science and Technology Education, 2007, ISSN: 1305-8215
DAL BURÇKİN
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Deep Learning-Based Road Extraction From Historical Maps
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, Vol. 19, Ocak 2022, s. 5, ISSN: 1545-598X
AVCI CENGİZ, SERTEL ELİF, KABADAYI MUSTAFA ERDEM
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Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images
Remote Sensing, Vol. 14, No. 18, Eylül 2022, s. 20, ISSN: 2072-4292
SERTEL ELİF, EKİM BURAK, ETTEHADİ PARİA, KABADAYI MUSTAFA ERDEM
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Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset
IEEE IGARSS 2022 Conference, 17 Temmuz 2022
ALP GÜLŞAH, SERTEL ELİF
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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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