Pneumonia Detection and Classification Using Deep Learning on Chest X-Ray Images
International Journal of Intelligent Systems and Applications in Engineering, Vol. 8, No. 4, Ocak 2020, s. 177-183, ISSN: 2147-6799
DARICI MUAZZEZ BUKET,DOKUR ZÜMRAY,ÖLMEZ TAMER
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Mapping of Glaciers on Horseshoe Island, Antarctic Peninsula, with Deep Learning Based on High-Resolution Orthophoto
MDPI AG, Vol. 7, Ocak 2023, ISSN: 2504-446X
SELBESOĞLU MAHMUT OĞUZ, BAKIRMAN TOLGA, VASSİLEV OLEG, ÖZSOY BURCU
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A survey on security of UAV and deep reinforcement learning
Ad Hoc Networks, Vol. 164, Kasım 2024, s. 1-23, ISSN: 1570-8705
SÖNMEZ BURCU,BAHTİYAR ŞERİF
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A Survey on Malware Detection with Deep Learning
SIN 2020: 13th International Conference on Security of Information and Networks, İstanbul/TÜRKİYE, Vol. 34, 4 Kasım 2020, s. 1-6
ŞAHİN MUHAMMET, BAHTİYAR ŞERİF
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A deep learning method for fraud detection in financial systems
Proceedings of the 12th Conference on Security and Privacy in Wireless and Mobile Networks - WiSec ’xx19, Miami, Florida/AMERİKA BİRLEŞİK DEVLETLERİ, 15 Mayıs 2019, s. 298-299
ÖĞREK MAHMUT,ÖĞREK EYÜP,BAHTİYAR ŞERİF
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A Multi-Modal Deep Transfer Learning Framework for Attack Detection in Software-Defined Networks
IEEE Access, Vol. 11, Ekim 2023, s. 114128-114145, ISSN: 2169-3536
ELUBEYD HANİ H., YILTAŞ KAPLAN DERYA, BAHTİYAR ŞERİF
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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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A Guideline for Complex Permittivity Retrieval of Tissue-Mimicking Phantoms From Open-Ended Coaxial Probe Response With Deep Learning
Institute of Electrical and Electronics Engineers (IEEE), Vol. 70, Kasım 2022, ISSN: 0018-9480
JOOF SÜLEYMAN, AYDINALP CEMANUR, DİLMAN İSMAİL, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, ÇAYÖREN MEHMET, AKDUMAN İBRAHİM
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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), 10 Temmuz 2022
YILDIZ GÜLŞAH, YAŞAR HALİMCAN, USLU İBRAHİM ENES, DEMİREL YUSUF, JOOF SÜLEYMAN, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM
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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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Interpreting Variational Autoencoders with Fuzzy Logic: A step towards interpretable deep learning based fuzzy classifiers
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 19 Temmuz 2020
BÖLAT KUTAY,KUMBASAR TUFAN
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Learning with Type-2 Fuzzy activation functions to improve the performance of Deep Neural Networks
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Vol. 85, Ekim 2019, s. 372-384, ISSN: 0952-1976
BEKE AYKUT,KUMBASAR TUFAN
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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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A Deep Learning-Based Pipeline for Teaching Control Theory: Transforming Feedback Control Systems on Whiteboard Into MATLAB
IEEE Access, Vol. 8, Ocak 2020, s. 84631-84641, ISSN: 2169-3536
ERDEM DORUKHAN,BEKE AYKUT,KUMBASAR TUFAN
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A Deep Learning-Based Model to Estimate Architectural Elements of Classical Ottoman Period Mosques
C+++: Computation, Culture, and Context: the 11th ASCAAD (Arab Society for Computation, Architecture, Art, and Design) International Conference, Amman/ÜRDÜN, Vol. 1, No. 1, 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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The Hydrophobicity Class Identification of Silicone-Rubber Samples using Deep Learning Algorithms
2022 57TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC 2022), 30 Ağustos 2022
ÜÇKOL HALİL İBRAHİM, İLHAN SUAT, ÖZDEMİR İDRİS, DEMİROĞLU NESİBE
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Partial Discharge Pattern Classification based on Deep Learning for Defect Identification in MV Cable Terminations
2020 IEEE International Conference on High Voltage Engineering and Application (ICHVE), 6 Eylül 2020
UCKOL HALİL IBRAHİM,İLHAN SUAT,ÖZDEMİR AYDOĞAN
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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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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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Mapping of Glaciers on Horseshoe Island, Antarctic Peninsula, with Deep Learning Based on High-Resolution Orthophoto
DRONES, Vol. 7, No. 2, Ocak 2023, s. 1-11, ISSN: 2504-446X
SELBESOĞLU MAHMUT OĞUZ, BAKIRMAN TOLGA, VASSİLEV OLEG, ÖZSOY BURCU
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