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Advances in Integrative AI, Machine Learning, and Big Data for Transformative Applications

Topic Information

Dear Colleagues,

In recent years, Artificial Intelligence (AI), Machine Learning (ML), and Big Data have emerged as pivotal technologies driving innovation across a myriad of disciplines. These technologies have revolutionized fields such as engineering, healthcare, environmental science, and beyond, fundamentally reshaping how we approach complex problems and generate insights from vast datasets. This Special Issue aims to showcase the significant impact of AI, ML, and Big Data by exploring their transformative applications. It invites researchers and practitioners to contribute original research and reviews that highlight innovative methodologies and practical implementations in leveraging these technologies. Submissions are encouraged to address challenges and opportunities in integrating AI, ML, and Big Data across diverse domains, fostering interdisciplinary collaboration and pushing the boundaries of technological advancement. Topics of interest include, but are not limited to:

  • Integrative approaches using AI and ML in engineering, materials science, healthcare, environmental monitoring, and remote sensing.
  • AI-driven analytics and predictive modeling for optimized decision-making and resource management.
  • Innovations in ML algorithms for real-time data processing and pattern recognition.
  • Applications of Big Data in addressing societal challenges and advancing global sustainability efforts. By exploring these topics, this topic aims to provide insights into the transformative potential of AI, ML, and Big Data, catalyzing further advancements and applications across various sectors.

Dr. Peiying Zhang
Prof. Dr. Athanasios V. Vasilakos
Topic Editors

Keywords

  • artificial intelligence (AI)
  • machine learning (ML)
  • big data
  • data-driven analytics
  • predictive modeling
  • algorithm

Participating Journals

Applied Sciences
Open Access
83,640 Articles
Launched in 2011
2.5Impact Factor
5.5CiteScore
20 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Electronics
Open Access
27,181 Articles
Launched in 2012
2.6Impact Factor
6.1CiteScore
17 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Information
Open Access
5,496 Articles
Launched in 2010
2.9Impact Factor
6.5CiteScore
19 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Drones
Open Access
3,180 Articles
Launched in 2017
4.8Impact Factor
7.4CiteScore
20 DaysMedian Time to First Decision
Q1Highest JCR Category Ranking
Sensors
Open Access
74,905 Articles
Launched in 2001
3.5Impact Factor
8.2CiteScore
20 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Big Data and Cognitive Computing
Open Access
1,097 Articles
Launched in 2017
4.4Impact Factor
9.8CiteScore
24 DaysMedian Time to First Decision
Q1Highest JCR Category Ranking
ISPRS International Journal of Geo-Information
Open Access
5,745 Articles
Launched in 2012
2.8Impact Factor
7.2CiteScore
34 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking

Published Papers