You are currently viewing a new version of our website. To view the old version click .

Decision-Making and Data Mining for Sustainable Computing

Topic Information

Dear Colleagues,

Statistical and machine learning (ML) approaches to artificial intelligence (AI) have been successfully implemented in the predictive applications of several domains of science and engineering in recent years. The ML algorithms of AI are vital components for the development of automated, accurate, and robust prediction systems after analysis of the data for each specific application. Improved accuracy of the statistical and ML approaches to AI is crucial in each of the applications of predictive modeling in many domains, including healthcare, agriculture, space, etc. The development of advanced ML approaches and their implementation in the analysis of experimental and simulated data is challenging research at present. With this objective, the present Issue invites researchers and academicians to submit their novel and unpublished research outcomes related to the current development of statistical and ML approaches to AI in science- and engineering-related predictive modeling applications. This Special Issue is the first in the fields of decision-making and data mining for sustainable computing, and it will cover a broad range of topics related to applications of ML approaches in the analysis of data, not limited to the following subtopics.

Dr. Sunil Jha
Dr. Malgorzata Rataj
Dr. Xiaorui Zhang
Topic Editors

Keywords

  • machine learning
  • data mining
  • predictive modeling
  • intelligent forecasting
  • sustainable computing
  • decision making

Participating Journals

Algorithms
Open Access
4,173 Articles
Launched in 2008
2.1Impact Factor
4.5CiteScore
18 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Data
Open Access
1,258 Articles
Launched in 2016
2.0Impact Factor
5.0CiteScore
25 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Information
Open Access
5,454 Articles
Launched in 2010
2.9Impact Factor
6.5CiteScore
19 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Mathematics
Open Access
25,213 Articles
Launched in 2013
2.2Impact Factor
4.6CiteScore
18 DaysMedian Time to First Decision
Q1Highest JCR Category Ranking
Symmetry
Open Access
16,422 Articles
Launched in 2009
2.2Impact Factor
5.3CiteScore
17 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking

Published Papers