Entropy in Machine Learning Applications, 2nd Edition
A special issue of Entropy (ISSN 1099-4300). This special issue belongs to the section "Multidisciplinary Applications".
Deadline for manuscript submissions: 31 July 2025 | Viewed by 481
Special Issue Editor
2. Key Laboratory for Symbol Computation and Knowledge Engineering of National Education Ministry, College of Computer Science and Technology, Jilin University, Changchun 130012, China
Interests: machine learning methods in computational biology; optimization problems solving using evolutionary algorithms; hybrid evolutionary algorithms; deep learning models and algorithms
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This Special Issue will include, but not be limited to, applications using machine learning methods, including the construction and application of managed pressure drilling knowledge graphs with extended cross-entropy loss, the computational characterization of undifferentially expressed genes with altered transcription regulations, entropy-weighted water quality prediction methods based on long short-term memory and data correlation analysis, convolutional networks that use cross-entropy as the loss function based on transfer learning for rice disease detection, and the semantic disambiguation of advertising vocabulary based on knowledge graphs.
Prof. Dr. Yanchun Liang
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. Entropy 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 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
- knowledge graph
- data correlation
- differential expression
- long short-term memory
- semantic disambiguation
- advertising vocabulary
- entity relationship extraction
- semi-supervised learning
- cross-entropy loss
- semantic entropy
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Related Special Issue
- Entropy in Machine Learning Applications in Entropy (11 articles)
