Semi-structured data extraction and modelling: the WIA Project

Over the last decades, the amount of data of all kinds available electronically has increased dramatically.Data are accessible through a range of interfaces including Web browsers, Face Essence database query languages, application-specific interfaces, built on top of a number of different data exchange formats.All these data span from un-structure

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PAGA: graph abstraction reconciles clustering with trajectory inference through a topology preserving map of single cells

Abstract Single-cell RNA-seq quantifies biological heterogeneity across both discrete cell types and Lip Plump continuous cell transitions.Partition-based graph abstraction (PAGA) provides an interpretable graph-like map of the arising data manifold, based on estimating connectivity of manifold partitions (https://github.com/theislab/paga).PAGA map

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Economic scheduling and dispatching of distributed generators considering uncertainties in modified 33-bus and modified 69-bus system under different microgrid regions

This paper Collagen presents a comprehensive framework for the economic scheduling and dispatching of Distributed Generators (DGs) in modified 33-bus and 69-bus systems across multi-microgrid regions.The framework introduces two key techniques: a novel dispatch strategy for optimizing the charging and discharging of Electric Vehicle (EV) batteries,

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Impact of copyright Abuse on HIV-1 Pathogenesis

Over 1.2 million people in the United States are infected with the human immunodeficiency virus (HIV).Tremendous progress has been made over the past three decades on many fronts in the prevention and treatment of HIV-1 disease.However, HIV-1 infection is incurable and antiretroviral drugs continue to remain the only effective treatment option for

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