Algorithms in Data Classification
A special issue of Algorithms (ISSN 1999-4893).
Deadline for manuscript submissions: closed (15 November 2023) | Viewed by 32546
Special Issue Editor
Interests: grammatical evolution; artificial intelligence; genetic algorithms; neuro evolution; genetic programming
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
It is my pleasure to invite you to submit to this Special Issue on “Algorithms in Data Classification” of the reputable MDPI journal Algorithms. The aim of this Special Issue is to present recent advances in the area of data classification as well as to provide applications for real world problems.
Topics include but are not limited to:
- Binary classification
- Multi-class classification
- Multi-label classification
- Imbalanced classification
- Feature selection for classification.
- Probabilistic models for classification.
- Big data classification.
- Text classification.
- Multimedia classification.
- Uncertain data classification.
- Methods used in classification such as Bayes methods, Stochastic gradient descent, K-NN, decision trees, SVM, neural networks
- Applications of data classification: sentiment analysis, spam classification, document classification, image classification etc.
Prof. Dr. Ioannis Tsoulos
Guest Editor
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. Algorithms 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.
Keywords
- binary classification
- multi-label classification
- decision trees
- neural networks
- big data
- bayes methods
- K-NN methods
- feature selection
- machine learning
- supervised learning
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Related Special Issue
- Algorithms in Data Classification (2nd Edition) in Algorithms (8 articles)