Principal component analysis for authorship attribution

Background: To recognize the authors of the texts by the use of statistical tools, one first needs to decide about the features to be used as author characteristics, and then extract these features from texts.The features extracted from texts are mostly the counts of so called function words.Objectives: The data extracted are processed further to c

read more

A Novel Predictive Modeling for Student Attrition Utilizing Machine Learning and Sustainable Big Data Analytics

Student attrition poses significant societal and economic challenges, leading to unemployment, lower earnings, and other adverse outcomes for individuals and communities.To address this, predictive systems leveraging machine learning and big data aim to identify at-risk students early and intervene effectively.This study leverages big data and mach

read more

The education in the Bible

The Bible is in a sense the pedagogical book, which includes God and human guidelines for the education of man and nation and shows the realization of the educational process in the history of specific people and nations.The article presents the nature, scope and objectives of education in the Bible, then the educational subjects, environments and

read more

The Caprellidea (Crustacea: Peracarida: Amphipoda) from the Gulf of Mexico with a description of a new species of Paracaprella

A new species of caprellid amphipod of the genus Paracaprella is described and illustrated in detail.All the material reported was collected from coral rubble samples from the Arrecife Tuxpan/Lobos Protected Natural Area, off Veracruz State, Mexico, WSW Gulf of Mexico.The new species is characterized by large eyes; article 2 of peduncle of antenna

read more