Computational Intelligence and Data Analysis
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "E1: Mathematics and Computer Science".
Deadline for manuscript submissions: 31 October 2026 | Viewed by 4
Special Issue Editors
Interests: data analysis methods and their applications
Special Issues, Collections and Topics in MDPI journals
Interests: numerical method; numerical analysis; data analysis
Special Issue Information
Dear Colleagues,
In the era of rapid artificial intelligence advancement, the roles of advanced computational intelligence and robust data analysis have become increasingly critical. This Special Issue will explore the latest theoretical, methodological, and applicative progress in applied intelligence and data analysis. It will highlights how techniques from fields such as artificial intelligence, machine learning, deep learning, and statistical modeling can be leveraged to solve complex and real-world problems across various disciplines.
This Special Issue will encompass varied methodologies, including predictive modeling, natural language processing, large language modeling, deep learning, optimization algorithms, computer vision, and various data analysis methods. These approaches are explored through their applications in diverse domains such as healthcare, economics, finance, industry, engineering, sustainable urban development, and the social sciences. Grounded in the development of new theories and methods, this Special Issue will also bridge the gap between theoretical research and practical applications. It will demonstrate how intelligent systems can enhance decision-making, automate processes, and uncover hidden insights from massive and complex datasets. Ultimately, by presenting cutting-edge research and comprehensive reviews, we intend to foster interdisciplinary dialogue and accelerate the development of intelligent solutions to the pressing challenges of our time.
Dr. Jing Cheng
Dr. Hongping Ren
Dr. Ying Li
Guest Editors
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Mathematics is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- applied intelligence
- data analysis
- natural language processing
- large language model
- deep learning
- optimization algorithm
- computer vision
- application
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