Special Issue "Soft Computing with Applications to Decision Making and Data Mining"
Deadline for manuscript submissions: closed (31 December 2022) | Viewed by 12790
Interests: soft computing; data mining; decision making; mathematical theories for modeling uncertainty; granular computing
Interests: computational intelligence; multi-criteria decision-making; evolutionary algorithms; expert systems and decision support systems; computing with words and soft computing
Special Issues, Collections and Topics in MDPI journals
Special Issue in Foundations: Nature-Inspired Computing
Special Issue in Mathematics: Biologically Inspired Computing
Special Issue in Systems: Decision-Making Process and Its Application to Business Analytic
Soft computing refers to a collection of nonclassical computing tools, which aim to exploit tolerance for uncertainty, imprecision, and partial truth to achieve a low solution cost, tractability, and robustness. With the rise of an intelligent era, various fields in modern science and human society are permeated by data arising from perception, measurement, communication, and computation. To extract useful knowledge from collected data and make optimal decisions under uncertainty, soft computing has become more important than ever. On one hand, knowledge extraction from a huge amount of data can often serve as a fundamental basis for intelligent decision making in many fields, ranging from medicine to engineering. On the other hand, perspectives from soft computing can offer deep insight into developing novel approaches to big data analytics and approximate reasoning. This Special Issue will be devoted to state-of-the-art research on soft computing and related applications to decision making and data mining. The guest editors would like to provide a platform to present the latest advances in all aspects of soft computing, from mathematical foundation to practical applications with an emphasis on decision making and data mining. Among the topics that this Special Issue will address, we may consider the following non-exhaustive list:
soft computing; granular computing; fuzzy sets and their extensions; soft sets and their extensions; rough sets and their extensions; mathematical theory for modeling uncertainty; hybrid soft computing models; fuzzy modelling; fuzzy decision making; fuzzy decision support systems; fuzzy recommender systems; fuzzy optimization; fuzzy graphs and their extensions; decision making under uncertainty; three-way decision; data mining; pattern mining; association rules; approximate reasoning; non-classical logic; algebraic topics related to soft computing; etc.
We hope that this initiative will be attractive to researchers specialized in the above-mentioned fields. Contributions may be submitted on a continuous basis before the deadline. After a peer-review process, submissions will be selected for publication based on their quality and relevance.
Prof. Dr. Feng Feng
Dr. Harish Garg
Prof. Dr. G. Muhiuddin
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. Axioms is an international peer-reviewed open access monthly 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 1600 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.
- soft computing
- decision making
- data mining
- granular computing
- fuzzy modelling
- fuzzy graphs
- fuzzy systems
- computational intelligence
- uncertainty modeling
- association rules
- approximate reasoning
- non-classical logic