Transdisciplinary Scientific Strategies for Soft Computing Development: Towards an Era of Data and Business Analytics

Author:

Espin-Andrade Rafael A.,Pedrycz Witold,Solares EfrainORCID,Cruz-Reyes LauraORCID

Abstract

This research is a review and analysis paper that offers a transdisciplinary, methodological, and strategic vision for soft computing development towards a wider favorable impact in data analytics. Strategies are defined, explained, and illustrated by examples. The paper also shows how these strategies are expressed in three dimensions of an ambitious actions plan. They are all integrated into a master strategy called wide knowledge discovery, which offers a way towards the augmented analytics paradigm. Some contributions of this work are defining what kind of mathematical elements should be introduced into soft computing towards a better impact on the area of data analytics, offering orientation towards building new mathematical elements, and defining why and how they can be introduced.

Publisher

MDPI AG

Subject

Geometry and Topology,Logic,Mathematical Physics,Algebra and Number Theory,Analysis

Reference130 articles.

1. Hybrid-augmented intelligence: collaboration and cognition

2. Compensatory fuzzy logic for intelligent social network analysis;Leyva-Vázquez;Rev. Cuba. Cienc. Inf.,2014

3. Design of chinese natural language in fuzzy boundary determination algorithm based on big data;Zhang;J. Inf. Hiding Multimed. Signal Process.,2017

4. Industrial Big Data Analytics for Prediction of Remaining Useful Life Based on Deep Learning

5. Augmented Analytics

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