Bio Inspired Computing For Information Retrieval Applications

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Bio-Inspired Computing for Information Retrieval Applications

Author : Acharjya, D.P.,Mitra, Anirban
Publisher : IGI Global
Page : 388 pages
File Size : 52,8 Mb
Release : 2017-02-14
Category : Computers
ISBN : 9781522523765

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Bio-Inspired Computing for Information Retrieval Applications by Acharjya, D.P.,Mitra, Anirban Pdf

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

Author : Simon James Fong,Richard C. Millham
Publisher : Springer Nature
Page : 228 pages
File Size : 46,6 Mb
Release : 2020-08-25
Category : Technology & Engineering
ISBN : 9789811566950

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Bio-inspired Algorithms for Data Streaming and Visualization, Big Data Management, and Fog Computing by Simon James Fong,Richard C. Millham Pdf

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

Author : Ajith Abraham,Pavel Krömer,Václav Snášel
Publisher : Springer Science & Business Media
Page : 306 pages
File Size : 43,9 Mb
Release : 2013-08-04
Category : Technology & Engineering
ISBN : 9783319017815

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Innovations in Bio-inspired Computing and Applications by Ajith Abraham,Pavel Krömer,Václav Snášel Pdf

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

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2336 pages
File Size : 43,8 Mb
Release : 2018-01-05
Category : Computers
ISBN : 9781522551928

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Information Retrieval and Management: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

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

Author : Václav Snášel,Ajit Abraham,Pavel Krömer,Millie Pant,Azah Kamilah Muda
Publisher : Springer
Page : 588 pages
File Size : 45,8 Mb
Release : 2015-12-14
Category : Technology & Engineering
ISBN : 9783319280318

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Innovations in Bio-Inspired Computing and Applications by Václav Snášel,Ajit Abraham,Pavel Krömer,Millie Pant,Azah Kamilah Muda Pdf

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

Author : Bhowmick, Parijat,Das, Sima,Arvin, Farshad
Publisher : IGI Global
Page : 281 pages
File Size : 50,7 Mb
Release : 2024-04-23
Category : Technology & Engineering
ISBN : 9798369312780

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Bio-inspired Swarm Robotics and Control: Algorithms, Mechanisms, and Strategies by Bhowmick, Parijat,Das, Sima,Arvin, Farshad Pdf

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.

Membrane Computing for Distributed Control of Robotic Swarms: Emerging Research and Opportunities

Author : Florea, Andrei George,Buiu, C?t?lin
Publisher : IGI Global
Page : 119 pages
File Size : 43,9 Mb
Release : 2017-03-10
Category : Computers
ISBN : 9781522522812

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Membrane Computing for Distributed Control of Robotic Swarms: Emerging Research and Opportunities by Florea, Andrei George,Buiu, C?t?lin Pdf

Developments in bio-inspired computation have impacted multiple fields and created opportunities for new applications. In recent years, these techniques have been increasingly integrated into robotic systems. Membrane Computing for Distributed Control of Robotic Swarms: Emerging Research and Opportunities is an innovative reference source for the latest perspectives on biologically-inspired computation techniques for robot design and control. Highlighting a range of pivotal topics such as software engineering, simulation tools, and robotic security, this book is ideally designed for researchers, academics, students, and practitioners interested in the role of membrane computing in mobile robots.

Bio-Inspired Computation and Applications in Image Processing

Author : Xin-She Yang,João Paulo Papa
Publisher : Academic Press
Page : 374 pages
File Size : 40,8 Mb
Release : 2016-08-09
Category : Technology & Engineering
ISBN : 9780128045374

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Bio-Inspired Computation and Applications in Image Processing by Xin-She Yang,João Paulo Papa Pdf

Bio-Inspired Computation and Applications in Image Processing summarizes the latest developments in bio-inspired computation in image processing, focusing on nature-inspired algorithms that are linked with deep learning, such as ant colony optimization, particle swarm optimization, and bat and firefly algorithms that have recently emerged in the field. In addition to documenting state-of-the-art developments, this book also discusses future research trends in bio-inspired computation, helping researchers establish new research avenues to pursue. Reviews the latest developments in bio-inspired computation in image processing Focuses on the introduction and analysis of the key bio-inspired methods and techniques Combines theory with real-world applications in image processing Helps solve complex problems in image and signal processing Contains a diverse range of self-contained case studies in real-world applications

Computer Vision: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2451 pages
File Size : 41,7 Mb
Release : 2018-02-02
Category : Computers
ISBN : 9781522552055

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Computer Vision: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

The fields of computer vision and image processing are constantly evolving as new research and applications in these areas emerge. Staying abreast of the most up-to-date developments in this field is necessary in order to promote further research and apply these developments in real-world settings. Computer Vision: Concepts, Methodologies, Tools, and Applications is an innovative reference source for the latest academic material on development of computers for gaining understanding about videos and digital images. Highlighting a range of topics, such as computational models, machine learning, and image processing, this multi-volume book is ideally designed for academicians, technology professionals, students, and researchers interested in uncovering the latest innovations in the field.

Robotic Systems: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2075 pages
File Size : 55,9 Mb
Release : 2020-01-03
Category : Technology & Engineering
ISBN : 9781799817550

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Robotic Systems: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Through expanded intelligence, the use of robotics has fundamentally transformed a variety of fields, including manufacturing, aerospace, medicine, social services, and agriculture. Continued research on robotic design is critical to solving various dynamic obstacles individuals, enterprises, and humanity at large face on a daily basis. Robotic Systems: Concepts, Methodologies, Tools, and Applications is a vital reference source that delves into the current issues, methodologies, and trends relating to advanced robotic technology in the modern world. Highlighting a range of topics such as mechatronics, cybernetics, and human-computer interaction, this multi-volume book is ideally designed for robotics engineers, mechanical engineers, robotics technicians, operators, software engineers, designers, programmers, industry professionals, researchers, students, academicians, and computer practitioners seeking current research on developing innovative ideas for intelligent and autonomous robotics systems.

Bio-Inspired Computing and Applications

Author : De-Shuang Huang,Yong Gan,Prashan Premaratne,Kyungsook Han
Publisher : Springer
Page : 713 pages
File Size : 53,7 Mb
Release : 2012-01-05
Category : Computers
ISBN : 9783642245534

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Bio-Inspired Computing and Applications by De-Shuang Huang,Yong Gan,Prashan Premaratne,Kyungsook Han Pdf

The three-volume set LNCS 6838, LNAI 6839, and LNBI 6840 constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Intelligent Computing, ICIC 2011, held in Zhengzhou, China, in August 2011. This volume contains 93 revised full papers, from a total of 281 presentations at the conference - carefully reviewed and selected from 832 initial submissions. The papers address all issues in Advanced Intelligent Computing, especially Methodologies and Applications, including theories, methodologies, and applications in science and technology. They include a range of techniques such as artificial intelligence, pattern recognition, evolutionary computing, informatics theories and applications, computational neuroscience and bioscience, soft computing, human computer interface issues, etc.

Foundations of Computational Intelligence

Author : Ajith Abraham,Aboul-Ella Hassanien,André Ponce de Leon F. de Carvalho
Publisher : Springer
Page : 396 pages
File Size : 40,7 Mb
Release : 2009-04-30
Category : Technology & Engineering
ISBN : 9783642010880

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Foundations of Computational Intelligence by Ajith Abraham,Aboul-Ella Hassanien,André Ponce de Leon F. de Carvalho Pdf

Foundations of Computational Intelligence Volume 4: Bio-Inspired Data Mining Theoretical Foundations and Applications Recent advances in the computing and electronics technology, particularly in sensor devices, databases and distributed systems, are leading to an exponential growth in the amount of data stored in databases. It has been estimated that this amount doubles every 20 years. For some applications, this increase is even steeper. Databases storing DNA sequence, for example, are doubling their size every 10 months. This growth is occurring in several applications areas besides bioinformatics, like financial transactions, government data, environmental mo- toring, satellite and medical images, security data and web. As large organizations recognize the high value of data stored in their databases and the importance of their data collection to support decision-making, there is a clear demand for - phisticated Data Mining tools. Data mining tools play a key role in the extraction of useful knowledge from databases. They can be used either to confirm a parti- lar hypothesis or to automatically find patterns. In the second case, which is - lated to this book, the goal may be either to describe the main patterns present in dataset, what is known as descriptive Data Mining or to find patterns able to p- dict behaviour of specific attributes or features, known as predictive Data Mining. While the first goal is associated with tasks like clustering, summarization and association, the second is found in classification and regression problems.

Proceedings of the 3rd International Conference on Communication, Devices and Computing

Author : Biplab Sikdar,Santi Prasad Maity,Jagannath Samanta,Avisankar Roy
Publisher : Springer Nature
Page : 752 pages
File Size : 52,5 Mb
Release : 2022-02-18
Category : Technology & Engineering
ISBN : 9789811691546

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Proceedings of the 3rd International Conference on Communication, Devices and Computing by Biplab Sikdar,Santi Prasad Maity,Jagannath Samanta,Avisankar Roy Pdf

This book provides insights into the 3rd International Conference on Communication, Devices and Computing (ICCDC 2021), which was held in Haldia, India, on August 16–18, 2021. It covers new ideas, applications, and the experiences of research engineers, scientists, industrialists, scholars, and students from around the globe. The proceedings highlight cutting-edge research on communication, electronic devices, and computing and address diverse areas such as 5G communication, spread spectrum systems, wireless sensor networks, and signal processing for secure communication, error control coding, printed antennas, analysis of wireless networks, antenna array systems, analog and digital signal processing for communication systems, frequency selective surfaces, radar communication, and substrate integrated waveguide and microwave passive components, which are key to state-of-the-art innovations in communication technologies.

Computational Intelligence in Healthcare Informatics

Author : D. P. Acharjya,Kun Ma (Computer scientist)
Publisher : Springer Nature
Page : 401 pages
File Size : 47,8 Mb
Release : 2024
Category : Computational intelligence
ISBN : 9789819988532

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Computational Intelligence in Healthcare Informatics by D. P. Acharjya,Kun Ma (Computer scientist) Pdf

The book presents advancements in computational intelligence in perception with healthcare applications. Besides, the concepts, theory, and applications in various domains of healthcare systems including decision making in healthcare management, disease diagnosis, and electronic health records will be presented in a lucid manner. To achieve these objectives, both theoretical advances and its applications to healthcare problems will be stressed upon. This has been done to make the edited book more flexible and to stimulate further research interest in topics. The book is divided into four sections such as theoretical foundation of computational intelligence techniques, computational intelligence in analyzing health data, computational intelligence in electronic health record (EHR), and computational intelligence in ethical issues in health care.

European Workshop on Structural Health Monitoring

Author : Piervincenzo Rizzo,Alberto Milazzo
Publisher : Springer Nature
Page : 847 pages
File Size : 47,6 Mb
Release : 2021-01-08
Category : Technology & Engineering
ISBN : 9783030649081

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European Workshop on Structural Health Monitoring by Piervincenzo Rizzo,Alberto Milazzo Pdf

This volume gathers the latest advances, innovations, and applications in the field of structural health monitoring (SHM) and more broadly in the fields of smart materials and intelligent systems. The volume covers highly diverse topics, including signal processing, smart sensors, autonomous systems, remote sensing and support, UAV platforms for SHM, Internet of Things, Industry 4.0, and SHM for civil structures and infrastructures. The contributions, which are published after a rigorous international peer-review process, highlight numerous exciting ideas that will spur novel research directions and foster multidisciplinary collaboration among different specialists. The contents of this volume reflect the outcomes of the activities of EWSHM (European Workshop on Structural Health Monitoring) in 2020.