Degree and centrality-based approaches in network-based variable selection: Insights from the Singapore Longitudinal Aging Study.

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作者： Jesus Felix Bayta,Valenzuela ^[1] ; Christopher,Monterola ^[2] ; Victor Joo Chuan,Tong ^[3] ; Tamàs,Fülöp ^[1] ; Tze Pin,Ng ^[2] ; Anis,Larbi ^[3]

作者单位： Computing Science Department, Institute of High Performance Computing, Singapore, Singapore. ^[1] Analytics, Computing and Complex Systems Laboratory, Asian Institute of Management, Makati City, Philippines. ^[2] Aboitiz School of Innovation, Technology and Entrepreneurship, Asian Institute of Management, Makati City, Philippines. ^[3] Social and Cognitive Computing Department, Institute of High Performance Computing, Singapore, Singapore. ^[4] Yong Loo Lin School of Medicine, Department of Biochemistry, National University of Singapore, Singapore, Singapore. ^[5] Department of Medicine, University of Sherbrooke, Quebec, Canada. ^[6] Yong Loo Lin School of Medicine, National University of Singapore, Department of Psychological Medicine, Singapore, Singapore. ^[7] Singapore Immunology Network, Singapore, Singapore. ^[8] Yong Loo Lin School of Medicine, National University of Singapore, Department of Microbiology and Immunology, Singapore, Singapore. ^[9] School of Biological Sciences, Nanyang Technological University (NTU), Singapore, Singapore. ^[10] Department of Biology, Faculty of Sciences, Tunis El Manar University, Tunis, Tunisia. ^[11]