Deep learning frameworks to learn prediction and simulation focused control system models
Springer Science and Business Media LLC, Vol. 52, No. 1, Ocak 2022, ISSN: 0924-669X
TUNA TURCAN, BEKE AYKUT, KUMBASAR TUFAN
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Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
SENSORS, Vol. 22, No. 17, Kasım 2022, s. 15, ISSN: 1424-8220
AKDUMAN İBRAHİM, ALTINTAŞ GÜLŞAH, YAŞAR HALİMCAN, USLU İBRAHİM ENES, DEMİREL YUSUF, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA
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Developing meta-heuristic optimization based ensemble machine learning algorithms for hydraulic efficiency assessment of storm water grate inlets
URBAN WATER JOURNAL, Vol. 19, No. 10, Ocak 2022, ISSN: 1573-062X
EKMEKÇİCOĞLU ÖMER, BAŞAKIN EYYUP ENSAR, ÖZGER MEHMET
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Predicting the ocean currents using deep learning
Journal of Applied and Engineering Mathematics, Vol. 13, No. 1, Ocak 2023, s. 373-385, ISSN: 2146-1147
BAYINDIR CİHAN
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Microwave Dielectric Property Retrieval From Open-Ended Coaxial Probe Response With Deep Learning
IEEE ACCESS, Vol. 10, Ocak 2022, s. 12, ISSN: 2169-3536
AYDINALP CEMANUR, JOOF SULAYMAN, AKINCI MEHMET NURİ, AKDUMAN İBRAHİM, YILMAZ ABDOLSAHEB TUBA
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Restoring Fluorescence Microscopy Images by Transfer Learning From Tailored Data
IEEE ACCESS, Vol. 10, Ocak 2022, s. 18, ISSN: 2169-3536
DEMİRCAN TÜREYEN EZGİ, PATLAR AKBULUT FATMA, KAMAŞAK MUSTAFA ERSEL
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Recovery of impenetrable rough surface profiles via CNN-based deep learning architecture
INTERNATIONAL JOURNAL OF REMOTE SENSING, Vol. 43, Ocak 2022, s. 28, ISSN: 0143-1161
AYDIN İZDE, BUDAK GÜVEN, SEFER AHMET, YAPAR ALİ
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Predicting the predisposition to colorectal cancer based on SNP profiles of immune phenotypes using supervised learning models
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, Vol. 61, No. 1, Ocak 2023, s. 16, ISSN: 0140-0118
ÇAKMAK ALİ
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Multi Channel Brain EEG Signals Based Emotional Arousal Classification with Unsupervised Feature Learning using Autoencoders
2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 15 Mayıs 2017
AYATA DEĞER,YASLAN YUSUF,KAMAŞAK MUSTAFA ERSEL
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Emotion Recognition via Galvanic Skin Response: Comparison of Machine Learning Algorithms and Feature Extraction Methods
ISTANBUL UNIVERSITY-JOURNAL OF ELECTRICAL AND ELECTRONICS ENGINEERING, Vol. 17, No. 1, Ocak 2017, s. 3129-3136, ISSN: 1303-0914
AYATA DEĞER,YASLAN YUSUF,KAMAŞAK MUSTAFA ERSEL
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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, No. 11, Kasım 2022, ISSN: 0018-9480
JOOF SULAYMAN, AYDINALP CEMANUR, DİLMAN İSMAİL, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM, ÇAYÖREN MEHMET
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"Engineerings meet the Social Sciences: The Possibilities and Challenges for Interdisciplinary Learning and Collaboration"
The Second EELISA Research-based Learning (RBL) Symposium, Pisa/İTALYA, 18 Mayıs 2023
ÇALKIVİK EMİNE ASLI
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Dissimilarity-based multi-instance learning using dictionary learning and sparse coding ensembles
COMPUTERS ELECTRICAL ENGINEERING, Vol. 80, Aralık 2019, s. 106482, ISSN: 0045-7906
MOARREF NAZANİN,YASLAN YUSUF
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A deep learning approach for automatic detection, segmentation and classification of breast lesions from thermal images
Expert Systems with Applications, Vol. 212, No. 2023, Şubat 2023, s. 118774, ISSN: 0957-4174
ÇİVİLİBAL SONER, ÇEVİK KERİM KÜRŞAT, BOZKURT AHMET
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A new distributed anomaly detection approach for log IDS management based on deep learning
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, Vol. 29, No. 5, Ocak 2021, s. 2486-2501, ISSN: 1300-0632
ZAİM ABDÜL HALİM, AYDIN MUHAMMED ALİ, SERTBAŞ AHMET
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Machine learning based visibility estimation to ensure safer navigation in strait of Istanbul
APPLIED OCEAN RESEARCH, Vol. 112, Temmuz 2021, ISSN: 0141-1187
UYANIK TAYFUN, KARATUĞ ÇAĞLAR, ARSLANOĞLU YASİN
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Deep Reinforcement Learning-based Cooperative Survivability Maximization for a UAV Fleet on an Air-to-Ground Mission
Havacılık ve Uzay Teknolojileri Dergisi, Vol. 15, No. 2, Temmuz 2022, ISSN: 1304-0448
BAŞPINAR BARIŞ
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Harnessing Engagement and Effectiveness in EELISA Activities through Game-Based Learning: Examination of a Workshop Series by the Circular EELISA Community
1st EELISA International Conference - "Becoming the Engine that Leads to a New Future", Bükreş/ROMANYA, 4 Ekim 2023, s. 18-20
AKÇAY KAVAKOĞLU AYŞEGÜL, AKÇAKAYA WAITE JR İMGE, ROBESCU LACRAMIOARA DIANA, COCARTA DIANA MARIANA, VUTA LIANA IOANA, CORSINI FILIPPO
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Machine-Learning-Based Classification of Urban Voids: Case Study of “Balat and Fener, Istanbul, Turkey”
SPACE International Journal of Conference Proceedings, Vol. 3, No. 1, Temmuz 2023, s. 17-24, ISSN: 2977-814X
SAMADİ MOJTABA, AKÇAY KAVAKOĞLU AYŞEGÜL
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Antenna Excitation Optimization with Deep Learning for Microwave Breast Cancer Hyperthermia
SENSORS, Vol. 22, No. 17, Ocak 2022, ISSN: 1424-8220
YILDIZ ALTINTAŞ GÜLŞAH, YAŞAR HALİM, USLU İBRAHİM ENES, DEMİREL YUSUF, AKINCI MEHMET NURİ, YILMAZ ABDOLSAHEB TUBA, AKDUMAN İBRAHİM
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