Bio-inspired Computing for Information Retrieval Applications

Bio-inspired Computing for Information Retrieval Applications
Title Bio-inspired Computing for Information Retrieval Applications PDF eBook
Author D. P. Acharjya
Publisher Information Science Reference
Total Pages 420
Release 2017-02-03
Genre Computers
ISBN 9781522523758

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"This book explores evolutionary computation in information retrieval, bio and nature inspired computing and information retrieval, and human centric and behavior based computing. It also aims that the theoretical concepts and real life problems to be covered will facilitate researchers to understand most of the recent trends of bio-inspired computing in information retrieval to pursue further research"--

Bio-Inspired Computing for Information Retrieval Applications

Bio-Inspired Computing for Information Retrieval Applications
Title Bio-Inspired Computing for Information Retrieval Applications PDF eBook
Author Acharjya, D.P.
Publisher IGI Global
Total Pages 388
Release 2017-02-14
Genre Computers
ISBN 1522523766

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The growing presence of biologically-inspired processing has caused significant changes in data retrieval. With the ubiquity of these technologies, more effective and streamlined data processing techniques are available. Bio-Inspired Computing for Information Retrieval Applications is a key resource on the latest advances and research regarding current techniques that have evolved from biologically-inspired processes and its application to a variety of problems. Highlighting multidisciplinary studies on data processing, swarm-based clustering, and evolutionary computation, this publication is an ideal reference source for researchers, academics, professionals, students, and practitioners.

Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing

Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing
Title Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing PDF eBook
Author Simon James Fong
Publisher Springer Nature
Total Pages 228
Release 2020-08-25
Genre Technology & Engineering
ISBN 981156695X

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This book aims to provide some insights into recently developed bio-inspired algorithms within recent emerging trends of fog computing, sentiment analysis, and data streaming as well as to provide a more comprehensive approach to the big data management from pre-processing to analytics to visualization phases. The subject area of this book is within the realm of computer science, notably algorithms (meta-heuristic and, more particularly, bio-inspired algorithms). Although application domains of these new algorithms may be mentioned, the scope of this book is not on the application of algorithms to specific or general domains but to provide an update on recent research trends for bio-inspired algorithms within a specific application domain or emerging area. These areas include data streaming, fog computing, and phases of big data management. One of the reasons for writing this book is that the bio-inspired approach does not receive much attention but shows considerable promise and diversity in terms of approach of many issues in big data and streaming. Some novel approaches of this book are the use of these algorithms to all phases of data management (not just a particular phase such as data mining or business intelligence as many books focus on); effective demonstration of the effectiveness of a selected algorithm within a chapter against comparative algorithms using the experimental method. Another novel approach is a brief overview and evaluation of traditional algorithms, both sequential and parallel, for use in data mining, in order to provide an overview of existing algorithms in use. This overview complements a further chapter on bio-inspired algorithms for data mining to enable readers to make a more suitable choice of algorithm for data mining within a particular context. In all chapters, references for further reading are provided, and in selected chapters, the author also include ideas for future research.

Innovations in Bio-inspired Computing and Applications

Innovations in Bio-inspired Computing and Applications
Title Innovations in Bio-inspired Computing and Applications PDF eBook
Author Ajith Abraham
Publisher Springer Science & Business Media
Total Pages 306
Release 2013-08-04
Genre Technology & Engineering
ISBN 3319017810

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This volume of Advances in Intelligent Systems and Computing contains accepted papers presented at IBICA2013, the 4th International Conference on Innovations in Bio-inspired Computing and Applications. The aim of IBICA 2013 was to provide a platform for world research leaders and practitioners, to discuss the full spectrum of current theoretical developments, emerging technologies, and innovative applications of Bio-inspired Computing. Bio-inspired Computing is currently one of the most exciting research areas, and it is continuously demonstrating exceptional strength in solving complex real life problems. The main driving force of the conference is to further explore the intriguing potential of Bio-inspired Computing. IBICA 2013 was held in Ostrava, Czech Republic and hosted by the VSB - Technical University of Ostrava.

Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications

Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications
Title Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications PDF eBook
Author Management Association, Information Resources
Publisher IGI Global
Total Pages 2336
Release 2018-01-05
Genre Computers
ISBN 1522551921

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With the increased use of technology in modern society, high volumes of multimedia information exists. It is important for businesses, organizations, and individuals to understand how to optimize this data and new methods are emerging for more efficient information management and retrieval. Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications is an innovative reference source for the latest academic material in the field of information and communication technologies and explores how complex information systems interact with and affect one another. Highlighting a range of topics such as knowledge discovery, semantic web, and information resources management, this multi-volume book is ideally designed for researchers, developers, managers, strategic planners, and advanced-level students.

Innovations in Bio-Inspired Computing and Applications

Innovations in Bio-Inspired Computing and Applications
Title Innovations in Bio-Inspired Computing and Applications PDF eBook
Author Václav Snášel
Publisher Springer
Total Pages 588
Release 2015-12-14
Genre Technology & Engineering
ISBN 3319280317

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This Volume contains the papers presented during the 6th International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2015 which was held in Kochi, India during December 16-18, 2015. The 51 papers presented in this Volume were carefully reviewed and selected. The 6th International Conference IBICA 2015 has been organized to discuss the state-of-the-art as well as to address various issues in the growing research field of Bio-inspired Computing which is currently one of the most exciting research areas, and is continuously demonstrating exceptional strength in solving complex real life problems. The Volume will be a valuable reference to researchers, students and practitioners in the computational intelligence field..

Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies

Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies
Title Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies PDF eBook
Author Bhowmick, Parijat
Publisher IGI Global
Total Pages 281
Release 2024-04-23
Genre Technology & Engineering
ISBN

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The academic community is currently facing the challenge of navigating the complexities of swarm robotics. This field demands understanding the design, control, and coordination of autonomous robotic swarms. The intricacies of developing algorithms that facilitate communication, cooperation, and adaptation among simple individual agents remain a formidable obstacle. Addressing issues like task allocation, formation control, path planning, and decentralized decision-making are pivotal to unlocking the true potential of swarm robotics. Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies immerses readers in the cutting-edge realm of swarm robotics, a discipline inspired by the intricate choreography observed in biological systems like insect colonies, bird flocks, and fish schools. Encompassing a rich array of bio-inspired algorithms, mechanisms, and strategies, the text elucidates how robots can communicate, cooperate, and adapt within dynamic environments. The book propels robotics, automation, and artificial intelligence advancements by fostering interdisciplinary connections and charting a course toward more efficient and resilient multi-robot systems. This book is ideal for biologists, engineers, and computer scientists to join forces in unlocking the full potential of swarm robotics.