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netDx: Software for building interpretable patient classifiers by multi-'omic data integration using patient similarity networks [version 2; peer review: 2 approved]
Pai, Shraddha, Weber, Philipp, Isserlin, Ruth, Kaka, Hussam, Hui, Shirley, Shah, Muhammad Ahmad, Giudice, Luca, Giugno, Rosalba, Nøhr, Anne Krogh, Baumbach, Jan, Bader, Gary D
Published in F1000 research (2021)
Published in F1000 research (2021)
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Journal Article
MATRACK: block sparse Bayesian learning for a sketch recognition approach
Jahani-Fariman, Hessam, Kavakli, Manolya, Boyali, Ali
Published in Multimedia tools and applications (01.01.2018)
Published in Multimedia tools and applications (01.01.2018)
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Journal Article
Intelligent Processing on Image and Optical Information
Year of Publication 2020
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Multimodal Sparse Classifier for Adolescent Brain Age Prediction
Kassani, Peyman Hosseinzadeh, Gossmann, Alexej, Wang, Yu-Ping
Published in IEEE journal of biomedical and health informatics (01.02.2020)
Published in IEEE journal of biomedical and health informatics (01.02.2020)
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Journal Article
Sparse multi-criteria optimization classifier for credit risk evaluation
Zhang, Zhiwang, He, Jing, Gao, Guangxia, Tian, Yingjie
Published in Soft computing (Berlin, Germany) (01.05.2019)
Published in Soft computing (Berlin, Germany) (01.05.2019)
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Journal Article
Joint Feature Extraction and Classifier Design for ECG-Based Biometric Recognition
Gutta, Sandeep, Qi Cheng
Published in IEEE journal of biomedical and health informatics (01.03.2016)
Published in IEEE journal of biomedical and health informatics (01.03.2016)
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Journal Article
Multiobjective sparse ensemble learning by means of evolutionary algorithms
Zhao, Jiaqi, Jiao, Licheng, Xia, Shixiong, Basto Fernandes, Vitor, Yevseyeva, Iryna, Zhou, Yong, T.M. Emmerich, Michael
Published in Decision Support Systems (01.07.2018)
Published in Decision Support Systems (01.07.2018)
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Journal Article
An explainable multi-sparsity multi-kernel nonconvex optimization least-squares classifier method via ADMM
Zhang, Zhiwang, He, Jing, Cao, Jie, Li, Shuqing, Li, Xingsen, Zhang, Kai, Wang, Pingjiang, Shi, Yong
Published in Neural computing & applications (01.09.2022)
Published in Neural computing & applications (01.09.2022)
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Journal Article
Learning Sparse Kernel Classifiers for Multi-Instance Classification
Fu, Zhouyu, Lu, Guojun, Ting, Kai Ming, Zhang, Dengsheng
Published in IEEE transaction on neural networks and learning systems (01.09.2013)
Published in IEEE transaction on neural networks and learning systems (01.09.2013)
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Journal Article
A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records
Bagattini, Francesco, Karlsson, Isak, Rebane, Jonathan, Papapetrou, Panagiotis
Published in BMC medical informatics and decision making (10.01.2019)
Published in BMC medical informatics and decision making (10.01.2019)
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Journal Article
Fast, Simple and Accurate Handwritten Digit Classification by Training Shallow Neural Network Classifiers with the ‘Extreme Learning Machine’ Algorithm
McDonnell, Mark D., Tissera, Migel D., Vladusich, Tony, van Schaik, André, Tapson, Jonathan
Published in PloS one (11.08.2015)
Published in PloS one (11.08.2015)
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Journal Article
TargetATPsite: A template-free method for ATP-binding sites prediction with residue evolution image sparse representation and classifier ensemble
Yu, Dong-Jun, Hu, Jun, Huang, Yan, Shen, Hong-Bin, Qi, Yong, Tang, Zhen-Min, Yang, Jing-Yu
Published in Journal of computational chemistry (30.04.2013)
Published in Journal of computational chemistry (30.04.2013)
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