A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology
IEEE Transactions on Pattern Analysis and Machine Intelligence, Eylül 2021, ISSN: 1939-3539
CLOUGH JAMES R., BYRNE NİCHOLAS, ÖKSÜZ İLKAY, ZİMMER VERONİKA A., SCHNABEL JULİA A., KİNG ANDREW P.
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Fuzzy Soft Set Based Stock Prediction Model Integrating Machine Learning with Deep Sentiment Analysis
Journal of Multiple-Valued Logic and Soft Computing, Vol. 39, Mart 2022, s. 201-224, ISSN: 1542-3980
SİVRİ MAHMUT SAMİ, ÜSTÜNDAĞ ALP
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Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
MDPI AG, Vol. 22, Ağustos 2022, ISSN: 1424-8220
YILDIZ GÜLŞAH, YAŞAR HALİMCAN, USLU İBRAHİM ENES, DEMİREL YUSUF, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM
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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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Microwave Dielectric Property Retrieval From Open-Ended Coaxial Probe Response With Deep Learning
Institute of Electrical and Electronics Engineers (IEEE), Vol. 10, Ocak 2022, ISSN: 2169-3536
AYDINALP CEMANUR, JOOF SÜLEYMAN, AKINCI MEHMET NURİ, AKDUMAN İBRAHİM, YILMAZ ABDOLSAHEB TUBA
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Cell segmentation of 2d phase-contrast microscopy images with deep learning method
Medical Technologies National Conference (TIPTEKNO), 3 Ekim 2019
TÖREYİN BEHÇET UĞUR, PESEN OKVUR DEVRİM, ÜNAY DEVRİM, YALÇIN ÖZUYSAL ÖZDEN, AYANZADEH AYDIN, ÖNAL SEVGİ, YAĞAR ONUR, YAĞAR ONUR
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Vessel Detection from Optical Remote Sensing Images with Deep Learning Methods
10TH INTERNATIONAL CONFERENCE ON Recent Advances in Air and Space Technologies RAST 2023, 7 Haziran 2023, s. 1-5
BÜYÜKKANBER FURKAN, YANALAK MUSTAFA, MUSAOĞLU NEBİYE
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Order dispatching for an ultra-fast delivery service via deep reinforcement learning
Applied Intelligence, Ocak 2021, ISSN: 0924-669X
KAVUK ERAY MERT, TOSUN AYŞE, ÇEVİK MÜCAHİT, BOZANTA AYSUN, SONUÇ SİBEL BİLGE, TÜTÜNCÜ MEHMETCAN, KOŞUCU BİLGİN, BENER AYŞE
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Wide Area Measurement Based Online Monitoring and Event Detection Using Convolutional Neural Networks
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 223
KESİCİ MERT,SANER CAN BERK,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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Soil Moisture Prediction from Remote Sensing Images Coupled with Climate, Soil Texture and Topography via Deep Learning
REMOTE SENSING, Vol. 14, No. 21, Kasım 2022, s. 24, ISSN: 2072-4292
ÇELİK MEHMET FURKAN, IŞIK MUSTAFA SERKAN, YÜZÜGÜLLÜ ONUR, FAJRAOUİ NOURA, ERTEN ESRA
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Preparing Dataset for Deep Learning Based Ship Detection
III. Global Conference on Innovation in Marine Technology and the Future of Maritime Transportation, İzmir/TÜRKİYE, 18 Nisan 2019, s. 66-81
GÖKÇEK VEYSEL,KOÇAK GAZİ
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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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A New Approach for Tactical Decision Making in Lane Changing: Sample Efficient Deep Q Learning with a Safety Feedback Reward
IEEE Intelligent Vehicles Symposium, 19 Eylül 2020
YAVAŞ MUHARREM UĞUR,KUMBASAR TUFAN,ÜRE NAZIM KEMAL
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Secure Multi-Point Coordinated Beamforming using Deep Learning in 5G and Beyond Networks
IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, Edinburgh/İSKOÇYA, 6 Kasım 2023
ÖZMAT UTKU, YAZICI MEHMET AKİF, DEMİRKOL MEHMET FATİH
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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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Image Segmentation for Radar Signal Deinterleaving Using Deep Learning
Institute of Electrical and Electronics Engineers (IEEE), Vol. 59, Şubat 2023, s. 541-554, ISSN: 0018-9251
NUHOĞLU MUSTAFA ATAHAN, ALP YAŞAR KEMAL, ULUSOY MUSTAFA EGE CAN, ÇIRPAN HAKAN ALİ
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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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Real Time Big Data Analytics for Tool Wear Protection with Deep Learning in Manufacturing Industry
INFUS 2022, İzmir/TÜRKİYE, 19 Temmuz 2022, ISSN: 2367-3370
ÇAKIR MUAMMER ALTAN, ÖZKAYA EMRE, AKKUŞ FATİH, KÜÇÜKBAŞ EZGİ, YILMAZ OKAN
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Antenna Array Optimization via Deep Learning For Breast Cancer Microwave Hyperthermia Application: Preliminary Results
2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (AP-S/URSI), Denver/AMERİKA BİRLEŞİK DEVLETLERİ, 10 Temmuz 2022, ISSN: 1947-1491
YILDIZ ALTINTAŞ GÜLŞAH, YAŞAR HALİM, USLU İBRAHİM ENES, DEMİREL YUSUF, JOOF SULEYMAN, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM
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Optimizing Data Availability and Utilization in Deep Learning Accelerator SoCs
2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 4 Aralık 2023
RUMELİLİ KOKSAL CAGLA IRMAK,CİCEK NİHAT MERT,YILMAZER METİN AYŞE,ÖRS YALÇIN SIDDIKA BERNA
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