Advances in the Research of Complex Network Algorithms
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Network Science".
Deadline for manuscript submissions: 31 March 2025 | Viewed by 52
Special Issue Editor
Interests: statistical and structural pattern recognition; complex networks; machine learning for graph and networks; thermodynamic and quantum statistics; information theory
Special Issue Information
Dear Colleagues,
The study of complex networks focuses on understanding the intricate relationships and patterns within interconnected systems. Statistical structural analysis plays a crucial role in this field, providing tools to quantify and interpret the global organization and properties of complex networks. This involves analyzing various network properties with the aim to identify patterns, quantify structural features, and develop models to explain the network's behavior. By applying statistical techniques, researchers can quantify these properties and test hypotheses about network formation and evolution. This analysis helps us understand how complex networks function, evolve, and influence various phenomena across diverse fields.
Dr. Jianjia Wang
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. 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
- models of complex networks
- structural network properties and analysis
- network statistical inference
- machine learning with graphs
- complex networks and information systems
