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CocoaAction Brasil and SENAR, a successful partnership | World Cocoa Foundation

CocoaAction Brasil and SENAR, a successful partnership | World Cocoa Foundation
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Barry Callebaut , Brasil Novo , Fundo Vale , Cocoaaction Brasil , Renato Preuss , Gabriel Menezes , National Confederation Of Agriculture , World Cocoa Foundation Initiative , National Rural Learning Service , Action Brasil , National Confederation , Management Assistance , Productive Diagnosis , Strategic Planning , Technological Adaptation , Systematic Evaluation , Santa Catarina Farm , Black Pod , Cocoa Cultivation , Sustainable Systems ,

"Systematic evaluation of machine learning methods for identifying huma" by Huaming Chen, Fuyi Li et al.

In recent years, high-throughput experimental techniques have significantly enhanced the accuracy and coverage of protein-protein interaction identification, including human-pathogen protein-protein interactions (HP-PPIs). Despite this progress, experimental methods are, in general, expensive in terms of both time and labour costs, especially considering that there are enormous amounts of potential protein-interacting partners. Developing computational methods to predict interactions between human and bacteria pathogen has thus become critical and meaningful, in both facilitating the detection of interactions and mining incomplete interaction maps. In this paper, we present a systematic evaluation of machine learning-based computational methods for human-bacterium protein-protein interactions (HB-PPIs). We first reviewed a vast number of publicly available databases of HP-PPIs and then critically evaluate the availability of these databases. Benefitting from its well-structured nature, ....

Uman Pathogen Interactions , Machine Learning , Rotein Protein Interactions , Sequential Analysis , Systematic Evaluation ,