Publications
Explore 316 academic publications
Federated Machine Learning
Today’s artificial intelligence still faces two major challenges. One is that, in most industries, data exists in the form of isolated islands. The other is the strengthening of...
Input-Output Analysis : Foundations and Extensions
This edition of Ronald Miller and Peter Blair's classic textbook is an essential reference for students and scholars in the input-output research and applications community. The...
The PRISMA 2020 statement: an updated guideline for reporting systematic reviews
Background: The Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) Statement, published in 2009, was designed to help systematic reviewers transparently...
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
At the dawn of the fourth industrial revolution, we are witnessing a fast and widespread adoption of artificial intelligence (AI) in our daily life, which contributes to acceler...
How to perform a meta-analysis with R: a practical tutorial
Objective Meta-analysis is of fundamental importance to obtain an unbiased assessment of the available evidence. In general, the use of meta-analysis has been increasing over th...
The Gene Ontology Resource: 20 years and still GOing strong
The Gene Ontology resource (GO; http://geneontology.org) provides structured, computable knowledge regarding the functions of genes and gene products. Founded in 1998, GO has be...
Climate Extremes: Observations, Modeling, and Impacts
One of the major concerns with a potential change in climate is that an increase in extreme events will occur. Results of observational studies suggest that in many areas that h...
The Limits to Growth
Every person approaches problems with the help of models. A model is simply an ordered set of assumptions about a complex system. Our world model was built specifically to inves...
Environmental and Health Impacts of Air Pollution: A Review
One of our era's greatest scourges is air pollution, on account not only of its impact on climate change but also its impact on public and individual health due to increasing mo...