E-ISSN 3041-4849
 
2024, Vol: 1, Issue: 2
1 / 2Current Issue ArchiveAims and ScopeAbstracting & IndexingMost Accessed ArticlesMost Downloaded ArticlesMost Cited Articles

Review Article

Online Publishing Date:
02 / 06 / 2024



Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders

Mostafa Essam Eissa.


Abstract
Machine learning (ML) provides a strong way to unravelling the mysteries of spider communication, a complicated system mediated by vibrations. These vibrations include a multitude of information regarding a spider's behavior and state, as evidenced by sophisticated timing patterns and amplitude fluctuations. Traditional approaches, which rely on human feature extraction and categorization, fail to capture the entire richness of this data. Supervised learning systems, trained on labelled vibration data, may automatically categorize signals like courting displays, territorial defense, and kin identification. Unsupervised learning can reveal hidden patterns in unlabeled data, which may lead to the discovery of novel communication signals or behaviors. Deep learning's capacity to understand complicated correlations from big datasets offers great promise for deciphering the intricate codes embedded in these vibrations. By combining these machine learning approaches, researchers can acquire unique insights into spider language. This not only transforms our knowledge of spider behavior and communication in behavioral ecology, but it also has the potential to spur advances in biomimetic technology inspired by these intriguing creatures.

Key words: Automated feature extraction, Biomimetic technology, Deep learning, Kin recognition, Machine learning, Unsupervised learning, R-Codes, Supervised learning, Temporal patterns, Web vibrations


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Mostafa Essam Eissa
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

Mostafa Essam Eissa. Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders. J Comp Sci Informatics. 2024; 1(1): 1-16. doi:10.5455/JCSI.20240520101359

Web Style

Mostafa Essam Eissa. Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders. https://www.wisdomgale.com/jcsi/?mno=202419 [Access: August 30, 2024]. doi:10.5455/JCSI.20240520101359

AMA (American Medical Association) Style

Mostafa Essam Eissa. Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders. J Comp Sci Informatics. 2024; 1(1): 1-16. doi:10.5455/JCSI.20240520101359


Vancouver/ICMJE Style

Mostafa Essam Eissa. Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders. J Comp Sci Informatics. (2024), [cited August 30, 2024]; 1(1): 1-16. doi:10.5455/JCSI.20240520101359


Harvard Style

Mostafa Essam Eissa (2024) Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders. J Comp Sci Informatics, 1 (1), 1-16. doi:10.5455/JCSI.20240520101359


Turabian Style

Mostafa Essam Eissa. 2024. Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders. Journal of Computer Sciences and Informatics, 1 (1), 1-16. doi:10.5455/JCSI.20240520101359


Chicago Style

Mostafa Essam Eissa. "Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders." Journal of Computer Sciences and Informatics 1 (2024), 1-16. doi:10.5455/JCSI.20240520101359


MLA (The Modern Language Association) Style

Mostafa Essam Eissa. "Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders." Journal of Computer Sciences and Informatics 1.1 (2024), 1-16. Print. doi:10.5455/JCSI.20240520101359


APA (American Psychological Association) Style

Mostafa Essam Eissa (2024) Exploring Machine Learning and Spider Communication Research: Deciphering the Vibrations of Spiders. Journal of Computer Sciences and Informatics, 1 (1), 1-16. doi:10.5455/JCSI.20240520101359


Author LoginReviewer LoginAbout PublisherOpen Access PolicyEditorial PoliciesEditorial Review PolicyPeer Review PolicyEditorial & Peer Review ProcessPublication Ethics and Publication Malpractice StatementConflict of Interest PolicyPlagiarism PolicyProtection of Research Participants (Statement On Human And Animal Rights)Privacy PolicyCorrections, Retractions & Expressions of ConcernSelf-Archiving PoliciesDigital Archiving & Preservation PoliciesTerms of UseLicense InformationCopyright Information

About Journal of Computer Sciences and Informatics

Journal of Computer Sciences and Informatics is an international, peer-reviewed, open access journal, providing a platform for advances in basic, translat ... Read more.



For best results, please use Internet Explorer or Google Chrome.

Contact Information

Your comments are very important to us

We welcome your ideas, suggestions, comments, or questions. To reach Editorial Board please use one of the methods provided below.
 

Emails:

info@wisdomgale.com
editorinchief@ejmanager.com

Office Address:
WisdomGale Publishing
14 Rue de Grand-Bigard,
1082 Brussels
Belgium
 
We will respond within 48 to 72 hours.
 
Change of address or personal information? Please visit your account at www.ejmanager.com to update your information.