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When information in the data warehouse is processed, it follows a definite pattern. An unexpected deviation in the data pattern from the usual behavior is called an anomaly. The anomaly in the data is also referred to as noise, outlier, spammer, deviations, novelties and exceptions. Identification of the rare items, events, observations, patterns which raise suspension by differing significantly from the majority of data is called anomaly detection. With progress in the technologies and the widespread use of data for the purpose for business the increase in the spams faced by the individuals...

This publication will first clarify what we meant by Social development and explore their impact on Academic competence. Then we will take a look at what research has to say about social development and academic competence in school going children, and what are the important factors which leads to good social development in children. The study highlights the social development and academic competence in rural and urban areas. In todays context the research field mainly concentrate on urban areas developmental pattern. This study reveals the rural childrens capabilities and their social...