Machine Learning Based Myelin Detection on Fluorescence Images
The 3rd NEUBIAS Conference, 2 Şubat 2019
ÇİMEN YETİŞ SİBEL, ÇAPAR ABDULKERİM, EKİNCİ DURSUN ALİ, AYTEN UMUT ENGİN, KERMAN BİLAL ERSEN, TÖREYİN BEHÇET UĞUR
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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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Using machine learning tools for forecasting natural gas consumption in the province of Istanbul
Energy Economics, Vol. 80, Mayıs 2019, s. 937-949, ISSN: 0140-9883
BEYCA ÖMER FARUK,ÇAYIR ERVURAL BEYZANUR,TATOĞLU EKREM,ÖZUYAR PINAR,ZAİM SELİM
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A Comprehensive Study of Machine Learning Methods on Diabetic Retinopathy Classification
International Journal of Computational Intelligence Systems, Vol. 14, Ocak 2021, ISSN: 1875-6883
GÜRCAN ÖMER FARUK, BEYCA ÖMER FARUK, DOĞAN ONUR
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A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria
Annals of Operations Research, Haziran 2020, ISSN: 0254-5330
YAZICI İBRAHİM,BEYCA ÖMER FARUK,GÜRCAN ÖMER FARUK,ZAİM HALİL,DELEN DURSUN,ZAİM SELİM
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An integrated machine learning: Utility theory framework for real-time predictive maintenance in pumping systems
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Vol. 235, Ekim 2020, ISSN: 0954-4054
KHORSHEED RAGHAD M,BEYCA ÖMER FARUK
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Fully Automated, Quality-Controlled Cardiac Analysis From CMR Validation and Large-Scale Application to Characterize Cardiac Function
JACC-CARDIOVASCULAR IMAGING, Vol. 13, No. 3, Mart 2020, s. 684-695, ISSN: 1936-878X
RUİJSİNK BRAM,PUYOL-ANTON ESTHER,ÖKSÜZ İLKAY,SİNCLAİR MATTHEW,BAİ WENJİA,SCHNABEL JULİA A.,RAZAVİ REZA,KİNG ANDREW P.
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Comparison of machine learning methods for prediction of osteoradionecrosis incidence in patients with head and neck cancer
The British Journal of Radiology, Vol. 94, Ocak 2021, ISSN: 0007-1285
HUMBERT-VİDAN LAİA, PATEL VİNOD, ÖKSÜZ İLKAY, KİNG ANDREW P., RBANO TERESA GUERRERO U
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A multi-dimensional machine learning approach to predict advanced malware
Computer Networks, Vol. 160, Eylül 2019, s. 118-129, ISSN: 1389-1286
BAHTİYAR ŞERİF,YAMAN MEHMET BARIŞ,ALTINİĞNE CAN YILMAZ
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GA TVRC A Novel Relational Time Varying Classifier to Extract Temporal Information Using Genetic Algorithms
The 7th international conference on Machine learning and data mining in pattern recognition
GÜNEŞ İSMAİL,ÇATALTEPE ZEHRA,ÖĞÜDÜCÜ ŞULE
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Temporal Link Prediction Using Time Series of Quasi Local Node Similarity Measure
The 15th International Conference on Machine Learning and Applications (ICMLA'16), 18 Aralık 2016
ÖZCAN ALPER,ÖĞÜDÜCÜ ŞULE
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Comparison of semantic and single term similarity measures for clustering turkish documents
Sixth International Conference on Machine Learning and Applications (ICMLA 2007), 13 Aralık 2007
YÜCESOY BÜLENT,ÖĞÜDÜCÜ ŞULE
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Personalized Recommendation in Folksonomies Using a Joint Probabilistic Model of Users Resources and Tags
2012 11th International Conference on Machine Learning and Applications, 12 Aralık 2012
ALPER MUZAFFER EGE,ÖĞÜDÜCÜ ŞULE
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A novel energy saving and power production system performance analysis in marine power plant using waste heat
The Eighth International Conference on Machine Learning and Application, No. 1, 13 Aralık 2009, s. 15
DURMUŞOĞLU YALÇIN,SATIR TANZER,DENİZ CENGİZ,KILIÇ ALPER
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Myelin detection in fluorescence microscopy images using machine learning
JOURNAL OF NEUROSCIENCE METHODS, Vol. 346, Aralık 2020, s. 108946, ISSN: 0165-0270
ÇİMEN YETİŞ SİBEL,ÇAPAR ABDULKERİM,EKİNCİ DURSUN ALİ,AYTEN UMUT ENGİN,KERMAN BİLAL ERSEN,TÖREYİN BEHÇET UĞUR
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DeMETER in clouds: detection of malicious external thread execution in runtime with machine learning in PaaS clouds
Cluster Computing-The Journal of Networks Software Tools and Applications, Vol. 23, Nisan 2020, s. 2565-2578, ISSN: 1386-7857
SANDIKKAYA MEHMET TAHİR,YASLAN YUSUF,ÖZDEMİR CEMİLE DİLER
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Recognition and classification of human activity from RGB D videos
2015 23nd Signal Processing and Communications Applications Conference (SIU), 16 Mayıs 2015
YALÇIN HÜLYA
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Wide Area Measurement-based Transient Stability Prediction using Long Short-Term Memory Networks
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 159
SANER CAN BERK,KESİCİ MERT,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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An Optimal PMU Placement Scheme for Early Prediction of Transient Instabilities in Power Systems
2019 7th International Istanbul Smart Grids and Cities Congress and Fair (ICSG), 25 Nisan 2019, s. 184-188
KESİCİ MERT,SANER CAN BERK,MAHDİ MOHAMMED,YASLAN YUSUF,GENÇ VEYSEL MURAT İSTEMİHAN
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A Hybrid Risk Evaluation Model for Automotive Production
International Journal of Machine Learning and Computing, Vol. 4, No. 5, Ekim 2014, s. 458-462
TURGUT MEHMET,ÜSTÜNDAĞ ALP
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