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08/10/2023
Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification
Patent classification aims to assign multiple International Patent Class...
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05/31/2023
Quasi-Score Matching Estimation for Spatial Autoregressive Model with Random Weights Matrix and Regressors
With the rapid advancements in technology for data collection, the appli...
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03/15/2023
Generalized Score Matching: Beyond The IID Case
Score matching is an estimation procedure that has been developed for st...
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08/15/2022
Cooperative guidance of multiple missiles: a hybrid co-evolutionary approach
Cooperative guidance of multiple missiles is a challenging task with rig...
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05/15/2022
Imputations for High Missing Rate Data in Covariates via Semi-supervised Learning Approach
Advancements in data collection techniques and the heterogeneity of data...
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05/15/2022
Inward and Outward Network Influence Analysis
Measuring heterogeneous influence across nodes in a network is critical ...
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05/15/2022
Mutual Influence Regression Model
In this article, we propose the mutual influence regression model (MIR) ...
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05/15/2022
Covariance Model with General Linear Structure and Divergent Parameters
For estimating the large covariance matrix with a limited sample size, w...
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03/18/2022
Generalized Score Matching for Regression
Many probabilistic models that have an intractable normalizing constant ...
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02/28/2021