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Zafer Aydin
Zafer Aydin
Associate Professor, Department of Computer Engineering, Abdullah Gul University, Kayseri, Turkey
Verified email at agu.edu.tr - Homepage
Title
Cited by
Cited by
Year
Protein secondary structure prediction for a single-sequence using hidden semi-Markov models
Z Aydin, Y Altunbasak, M Borodovsky
BMC bioinformatics 7, 1-15, 2006
1352006
Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
Z Aydin, A Singh, J Bilmes, WS Noble
BMC bioinformatics 12, 1-21, 2011
572011
BAUM-2: A multilingual audio-visual affective face database
C Eroglu Erdem, C Turan, Z Aydin
Multimedia tools and applications 74 (18), 7429-7459, 2015
452015
Crowdsourcing digital health measures to predict Parkinson’s disease severity: the Parkinson’s Disease Digital Biomarker DREAM Challenge
SK Sieberts, J Schaff, M Duda, BÁ Pataki, M Sun, P Snyder, JF Daneault, ...
NPJ digital medicine 4 (1), 53, 2021
392021
Bayesian models and algorithms for protein β-sheet prediction
Z Aydin, Y Altunbasak, H Erdogan
IEEE/ACM Transactions on Computational Biology and Bioinformatics 8 (2), 395-409, 2009
352009
Metabolic imaging based sub-classification of lung cancer
M Bicakci, O Ayyildiz, Z Aydin, A Basturk, S Karacavus, B Yilmaz
IEEE Access 8, 218470-218476, 2020
282020
A deep learning approach with Bayesian optimization and ensemble classifiers for detecting denial of service attacks
Y Gormez, Z Aydin, R Karademir, VC Gungor
International Journal of Communication Systems 33 (11), e4401, 2020
272020
ROI detection in mammogram images using wavelet-based Haralick and HOG features
SBY Tasdemir, K Tasdemir, Z Aydin
2018 17th IEEE international conference on Machine Learning and Applications …, 2018
232018
Sentiment analizinde öznitelik düşürme yöntemlerinin oto kodlayıcılı derin öğrenme makinaları ile karşılaştırılması
O Kaynar, Z AYDIN, Y Görmez
Bilişim Teknolojileri Dergisi 10 (3), 319-326, 2017
232017
A signal processing application in genomic research: protein secondary structure prediction
Z Aydin, Y Altunbasak
IEEE Signal Processing Magazine 23 (4), 128-131, 2006
192006
Using machine learning to speed up manual image annotation: application to a 3D imaging protocol for measuring single cell gene expression in the developing C. elegans embryo
Z Aydin, JI Murray, RH Waterston, WS Noble
BMC bioinformatics 11, 1-13, 2010
182010
Developing structural profile matrices for protein secondary structure and solvent accessibility prediction
Z Aydin, N Azginoglu, HI Bilgin, M Celik
Bioinformatics 35 (20), 4004-4010, 2019
162019
A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection
S Fourati, A Talla, M Mahmoudian, JG Burkhart, R Klén, R Henao, T Yu, ...
Nature communications 9 (1), 4418, 2018
162018
A novel feature design and stacking approach for non-technical electricity loss detection
Z Aydin, VC Gungor
2018 IEEE Innovative Smart Grid Technologies-Asia (ISGT Asia), 867-872, 2018
162018
Bayesian protein secondary structure prediction with near-optimal segmentations
Z Aydin, Y Altunbasak, H Erdogan
IEEE transactions on signal processing 55 (7), 3512-3525, 2007
162007
A review of mammographic region of interest classification
SB Yengec Tasdemir, K Tasdemir, Z Aydin
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (5 …, 2020
152020
IGPRED: Combination of convolutional neural and graph convolutional networks for protein secondary structure prediction
Y Görmez, M Sabzekar, Z Aydın
Proteins: Structure, Function, and Bioinformatics 89 (10), 1277-1288, 2021
142021
FBSEM: a novel feature-based stacked ensemble method for sentiment analysis
Y Görmez, YE Işık, M Temiz, Z Aydın
International Journal of Information Technology and Computer Science 6, 11-22, 2020
132020
Knowledge based response correction method for design of reconfigurable N‐shaped microstrip patch antenna using inverse ANNs
A Aoad, M Simsek, Z Aydin
International journal of numerical modelling: electronic networks, devices …, 2017
132017
NSEM: novel stacked ensemble method for sentiment analysis
E Yunus, Y GÖRMEZ, O KAYNAR, Z Aydin
2018 International Conference on Artificial Intelligence and Data Processing …, 2018
122018
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