FROM SAMPLE POVERTY TO RICH FEATURE LEARNING: A NEW METRIC LEARNING METHOD FOR FEW-SHOT CLASSIFICATION


Risk-Aware Stochastic MPC for Chance-Constrained Linear Systems

This paper presents a fully risk-aware model predictive control (MPC) framework for chance-constrained discrete-time linear control systems with process noise.Conditional value-at-risk (CVaR) as a popular coherent risk measure is incorporated in both the constraints and the cost function of the MPC framework.This allows the system to navigate the e

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Detection of Cytotoxic Activity of Lectin on Human Colon Adenocarcinoma (Sw480) and Epithelial Cervical Carcinoma (C33-A)

Lectins comprise a heterogeneous class of proteins that recognize the carbohydrate moieties of glycoconjugates with high specificity.Numerous studies have shown that lectins are capable of recognizing specific carbohydrate moieties displayed TOTAL E by malignant cells or tissues.The present work was performed to investigate the effects of tepary be

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Sodium Glucose Cotransporter 2 Inhibitors Reduce the Risk of Heart Failure Hospitalization in Patients With Type 2 Diabetes Mellitus: A Systematic Review and Meta-Analysis of Randomized Controlled Trials

AimTo evaluate the impact of sodium glucose cotransporter 2 inhibitors (SGLT-2i) on risk of heart failure hospitalization in patients with type 2 diabetes.MethodsWe searched the PubMed, Embase, The Cochrane Library, CNKI, Wanfang, CBM, and other web knowledge databases for data from randomized controlled trials.We performed statistical analyses by

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