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Journal of Computational and Graphical Statistics Volume 26, 2017 - Issue 3
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High-Dimensional Data

Link Prediction for Partially Observed Networks

Yunpeng ZhaoDepartment of Statistics, George Mason University, Fairfax, VA
,
Yun-Jhong WuDepartment of Statistics, University of Michigan, Ann Arbor, MI
,
Elizaveta LevinaDepartment of Statistics, University of Michigan, Ann Arbor, MI
&
Ji ZhuDepartment of Statistics, University of Michigan, Ann Arbor, MI
Pages 725-733 | Received 01 Sep 2015, Published online: 07 Jul 2017

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Zhongyuan Lyu, Dong Xia & Yuan Zhang. (2023) Latent Space Model for Higher-Order Networks and Generalized Tensor Decomposition. Journal of Computational and Graphical Statistics 32:4, pages 1320-1336.
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Tianxi Li, Yun-Jhong Wu, Elizaveta Levina & Ji Zhu. (2023) Link Prediction for Egocentrically Sampled Networks. Journal of Computational and Graphical Statistics 32:4, pages 1296-1319.
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Yubai Yuan & Annie Qu. (2022) High-Order Joint Embedding for Multi-Level Link Prediction. Journal of the American Statistical Association 0:0, pages 1-15.
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Farhad Abedini, Mohammad Reza Keyvanpour & Mohammad Bagher Menhaj. (2019) Neural Tensor Network Training Using Meta-Heuristic Algorithms for RDF Knowledge Bases Completion. Applied Artificial Intelligence 33:7, pages 656-667.
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Saeid Ghafouri, Seyed Hossein Khasteh & Seyed Omid Azarkasb. (2023) Influence maximization (IM) in complex networks with limited visibility using statistical methods. The Journal of Supercomputing.
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Chunning Wang, Fengqin Tang & Xuejing Zhao. (2023) LPGRI: A Global Relevance-Based Link Prediction Approach for Multiplex Networks. Mathematics 11:14, pages 3256.
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Armando J. Cruz‐Laufer, Tom Artois, Stephan Koblmüller, Antoine Pariselle, Karen Smeets, Maarten Van Steenberge & Maarten P. M. Vanhove. (2022) Explosive networking: The role of adaptive host radiations and ecological opportunity in a species‐rich host–parasite assembly. Ecology Letters 25:8, pages 1795-1812.
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Larissa Mori, Kaleigh O’Hara, Toyya A. Pujol & Mario Ventresca. (2022) Examining Supervised Machine Learning Methods for Integer Link Weight Prediction Using Node Metadata. Entropy 24:6, pages 842.
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Fengqin Tang, Chunning Wang, Yuanyuan Wang & Jinxia Su. (2021) Link prediction for multilayer networks using interlayer structural information. International Journal of Modern Physics C 33:01.
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Larissa Mori, Mario Ventresca & Toyya A. Pujol. 2022. Complex Networks & Their Applications X. Complex Networks & Their Applications X 496 507 .
Joel Nishimura & Yunpeng Zhao. (2022) Classically boosted network embeddings. Journal of Complex Networks 10:1.
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Solenne Gaucher & Olga Klopp. (2021) Maximum likelihood estimation of sparse networks with missing observations. Journal of Statistical Planning and Inference 215, pages 299-329.
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Solenne Gaucher, Olga Klopp & Geneviève Robin. (2021) Outlier detection in networks with missing links. Computational Statistics & Data Analysis 164, pages 107308.
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Yiming Tang, Yang Bai & Tao Huang. (2021) Network vector autoregression with individual effects. Metrika 84:6, pages 875-893.
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Xi Chen, Bo Kang, Jefrey Lijffijt & Tijl De Bie. (2021) ALPINE: Active Link Prediction Using Network Embedding. Applied Sciences 11:11, pages 5043.
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Qiong Wu, Zhen Zhang, Tianzhou Ma, James Waltz, Donald Milton & Shuo Chen. (2021) Link predictions for incomplete network data with outcome misclassification. Statistics in Medicine 40:6, pages 1519-1534.
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Ting Zhang, Kun Zhang, Laishui Lv, Xun Li & Yue Fang. (2021) Tensor decomposition for link prediction in temporal directed networks*. Journal of Statistical Mechanics: Theory and Experiment 2021:1, pages 013402.
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Ke Jin, Le Ou-Yang, Xing-Ming Zhao, Hong Yan & Xiao-Fei Zhang. (2020) scTSSR: gene expression recovery for single-cell RNA sequencing using two-side sparse self-representation. Bioinformatics 36:10, pages 3131-3138.
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风琴 唐. (2020) Analysis of the Influence of Interlayer Structure Information of Multi-Layer Networks on Link Prediction. Statistics and Application 09:04, pages 533-536.
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Clement Lee & Darren J. Wilkinson. (2019) A review of stochastic block models and extensions for graph clustering. Applied Network Science 4:1.
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Ertan Bütün, Mehmet Kaya & Reda Alhajj. (2018) Extension of neighbor-based link prediction methods for directed, weighted and temporal social networks. Information Sciences 463-464, pages 152-165.
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Hadi Shakibian & Nasrollah Moghadam Charkari. (2018) Statistical similarity measures for link prediction in heterogeneous complex networks. Physica A: Statistical Mechanics and its Applications 501, pages 248-263.
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Jiehua Wu. 2018. Data Science. Data Science 151 164 .
Yuan Zhang, Elizaveta Levina & Ji Zhu. (2017) Estimating network edge probabilities by neighbourhood smoothing. Biometrika 104:4, pages 771-783.
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