Bio-Inspired Optimization Techniques in Blockchain Systems

Bio-Inspired Optimization Techniques in Blockchain Systems

U. Vignesh (Vellore Institute of Technology, Chennai, India), Manikandan M. (Manipal Institute of Technology, India), and Ruchi Doshi (Universidad Azteca, Mexico)
Release Date: January, 2024|Copyright: © 2024 |Pages: 288
DOI: 10.4018/979-8-3693-1131-8
ISBN13: 9798369311318|ISBN13 Softcover: 9798369345115|EISBN13: 9798369311325
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Description & Coverage
Description:

In the dynamic landscape of bioinformatics and blockchain technology, a profound challenge has emerged, begging for an ingenious solution. The exchange and analysis of biological data faces an enduring dilemma: the struggle for data integrity and ownership. The existing conventional methods, while proficient in some domains, fall short when it comes to ensuring the seamless transfer of intricate genomic data. This impasse, though daunting, is now met with a groundbreaking solution that fuses the powers of blockchain innovation and optimization algorithms.

Bio-Inspired Optimization Techniques in Blockchain System, is a meticulously curated book designed to confront the heart of an issue which has stymied researchers and academicians alike, which is data integrity and ownership in the bioinformatics and blockchain technology fields. Despite the intricacies of genomic data, researchers have found an unexpected solution in blockchain technology. However, the implementation of this solution is hindered by the colossal scale of data, sluggish transaction speeds, and querying constraints. These obstacles, though formidable, are addressed with precision through the lens of optimization algorithms.

This seminal work doesn't just offer a solution; it ushers in a paradigm shift. The editors' expertise in bioinformatics, blockchain, machine learning, and optimization techniques culminates in a comprehensive guide that dissects the fusion of blockchain's architecture and biological data intricacies. The book provides a blueprint for harnessing blockchain's potential to store genomic variants and reference-aligned reads through innovative database indexing methods. By elegantly combining theory with practice, Bio-Inspired Optimization Techniques in Blockchain System empowers technology developers, data scientists, academics, and researchers to surmount the technological hurdles that have long impeded progress. It's a transformative voyage into a future where data integrity and analysis find a harmonious convergence, redefining the boundaries of bioinformatics and beyond.

Coverage:

The many academic areas covered in this publication include, but are not limited to:

  • Artificial Intelligence
  • Bioinformatics
  • Blockchain Applications
  • Cognitive Science
  • Data Mining
  • Deep Learning
  • Genomics
  • Healthcare Data
  • Internet of Things (IoT)
  • Machine Learning
  • Optimization Techniques
  • Pattern Recognition
  • Protein Prediction
  • RNA-Seq Analysis
  • Text Mining
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Editor/Author Biographies
|U. Vignesh - Contributing Author|Dr. U. Vignesh , is currently an Assistant Professor Senior Grade 2 in School of Computer Science and Engineering, Vellore Institute of Technology (VIT) - Chennai. Prior to his recent appointment at the VIT, he was a Post-Doctoral Fellow in National Institute of Technology (NIT), Trichy – India. Dr. Vignesh received his undergraduate degree in B.Tech (IT) as well as his M.Tech (IT) degree from Anna University - Chennai, and his PhD in Computer Science and Engineering from VIT University - Chennai. Dr. Vignesh published several papers in preferred Journals, patents and chapters in books, and participated in a range of forums on computer science, social science, etc. He also presented various academic as well as research-based papers at several national and international conferences. His research activities are currently twofold: while the first research activity is set to explore the developmental role that society needs with technology such as, Artificial Intelligence; the second major research theme that he is pursuing is focused on the bioinformatics and data mining.
Ruchi Doshi has more than 16 years of academic, research and software development experience in Asia and Africa. Currently she is working as research supervisor at the Azteca University, Mexico and Adjunct Professor at the Jyoti Vidyapeeth Women’s University, Jaipur, Rajasthan, India. She worked in the BlueCrest University College, Liberia,West Africa as Registrar and Head, Examination; BlueCrest University College, Ghana, Africa; Amity University, Rajasthan, India; Trimax IT Infrastructure & Services, Udaipur, India. She worked as a Founder Chair, Women in Engineering (WIE) and Secretary Position in the IEEE Liberia Subsection. She worked with Ministry of Higher Education (MoHE) in Liberia and Ghana for the Degree approvals and accreditations processes. She is interested in the field of Machine Learning and Cloud computing framework development. She has published numerous research papers in peer-reviewed international journals and conferences. She is a Reviewer, Advisor, Ambassador and Editorial board member of various reputed International Journals and Conferences.
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