A NOVEL PENALTY-BASED WRAPPER OBJECTIVE FUNCTION FOR FEATURE SELECTION IN BIG DATA USING COOPERATIVE CO-EVOLUTION

A Novel Penalty-Based Wrapper Objective Function for Feature Selection in Big Data Using Cooperative Co-Evolution

The rapid progress of modern technologies generates a massive amount of high-throughput data, called Big Data, which provides opportunities to find new insights using machine learning (ML) algorithms.Big Data consist of many features (also called attributes); however, not all these are necessary or relevant, and they may degrade the performance of

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Reconciliation of measurements of hygroscopic growth and critical supersaturation of aerosol particles in central Germany

Aerosol physical, chemical and hygroscopic properties were measured in a range of airmasses during COPS (Convective and Orographically-induced Precipitation Study) ground-based in June and July of 2007 at the Hornisgrinde mountain site in the Black Forest, Southwest Germany.Non-refractory aerosol composition was measured NUT with an Aerosol Mass Sp

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The values and principles underpinning community engagement approaches to tackling antimicrobial resistance (AMR)

This paper presents seven values underpinning the application of Community Engagement (CE) approaches to the One Health challenge of antimicrobial resistance (AMR) developed during an international workshop in June Apple 2019.We define a value as a quality or standard which a CE project is aiming for, whilst a principle is an objective which underp

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