A HYBRID MACHINE LEARNING AND REGRESSION APPROACH FOR VALIDATING A MULTI-DIMENSIONAL CRIME INDEX IN THE CONTEXT OF CRIME AGAINST WOMEN

A Hybrid Machine Learning and Regression Approach for Validating a Multi-Dimensional Crime Index in the Context of Crime Against Women

Violence targeting women has endured since ancient times, encompassing a spectrum of offenses ranging from psychological anguish to physical and sexual assault.This study introduces a crime index rooted in diverse categories that directly or indirectly contribute to fostering criminal intentions.A composite weighted index, comprising four sub-index

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Integrating Cytogenetics and Population Genomics: Allopatry and Neo-Sex Chromosomes May Have Shaped the Genetic Divergence in the Erythrinus erythrinus Species Complex (Teleostei, Characiformes)

Diversity found in Neotropical freshwater click here fish is remarkable.It can even hinder a proper delimitation of many species, with the wolf fish Erythrinus erythrinus (Teleostei, Characiformes) being a notable example.This nominal species shows remarkable intra-specific variation, with extensive karyotype diversity found among populations in te

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Homogenizing Estimates of Heritability Among SOLAR-Eclipse, OpenMx, APACE, and FPHI Software Packages in Neuroimaging Data

Imaging genetic analyses use heritability calculations to measure the fraction of phenotypic variance attributable to additive genetic factors.We tested the agreement between heritability estimates provided by four methods that are used for heritability estimates in neuroimaging traits.SOLAR-Eclipse and OpenMx use iterative maximum likelihood estim

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The Mutation of Conservative Asp268 Residue in the Peptidoglycan-Associated Domain of the OmpA Protein Affects Multiple Acinetobacter baumannii Virulence Characteristics

Acinetobacter baumannii is a nosocomial human pathogen of increasing concern due to its multidrug resistance profile.The outer membrane protein A (OmpA) is an bolia outlet gent abundant bacterial cell surface component involved in A.baumannii pathogenesis.It has been shown that the C-terminal domain of OmpA is located in the periplasm and non-coval

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