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At a CAGR 25.46% Vertical Farming Market is Expected to Reach

At a CAGR 25.46% Vertical Farming Market is Expected to Reach
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Market Research , Enterprise Size Large Enterprises , Allied Market Research , Predictive Analytics , Visual Analytics , Root Cause Analytics , Behavior Analytics , Deployment Mode , Enterprise Size , Large Enterprises , Medium Sized Enterprises , End User , Global Opportunity Analysis , Industry Forecast ,

"FairCompass: Operationalising Fairness in Machine Learning" by Jessica Liu, Huaming Chen et al.

As artificial intelligence (AI) increasingly becomes an integral part of our societal and individual activities, there is a growing imperative to develop responsible AI solutions. Despite a diverse assortment of machine learning fairness solutions is proposed in the literature, there is reportedly a lack of practical implementation of these tools in real-world applications. Industry experts have participated in thorough discussions on the challenges associated with operationalising fairness in the development of machine learning-empowered solutions, in which a shift toward human-centred approaches is promptly dvocated to mitigate the limitations of existing techniques. In this work, we propose a human-in-the-loop approach for fairness auditing, presenting a mixed visual analytical system (hereafter referred to as ‘FairCompass’), which integrates both subgroup discovery technique and the decision tree-based schema for end users. Moreover, we innovatively integrate an Exploration, Gu ....

Informed Analysis , Knowledge Generation Model , Visual Analytics , Fai Fairness , Decision Trees , Human In The Loop , Machine Learning , Machine Learning Algorithms , Visual Analytics ,

Finance and Capital Markets Veteran Bob Rosetta Joins USEReady Advisory Board

Finance and Capital Markets Veteran Bob Rosetta Joins USEReady Advisory Board
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New York , United States , Uday Hegde , Tanmay Ayare , Lalit Bakshi , Bob Rosetta , Ceoof Useready , Global Marketing Communications , Global Bank , Data Analytics , Advisory Board , Business Wire , Managing Director , Chief Procurement Officer , Chief Data , Analytics Officers , Visual Analytics , Cloud Data Engineering , Artificial Intelligence , Business Intelligence , Decision Intelligence , Product Engineering ,