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Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management
  • Language: en
  • Pages: 429

Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management

  • Type: Book
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  • Published: 2017-12-15
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  • Publisher: IGI Global

In the digital age, modern society is exposed to high volumes of multimedia information. In efforts to optimize this information, there are new and emerging methods of information retrieval and knowledge management leading to higher efficiency and a deeper understanding of this data. The Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management is a critical scholarly resource that examines bio-inspired classes that solve computer problems. Featuring coverage on a broad range of topics such as big data analytics, bioinformatics, and black hole optimization, this book is geared towards academicians, practitioners, and researchers seeking current research on the use of biomimicry in information and knowledge management.

Advanced Metaheuristic Methods in Big Data Retrieval and Analytics
  • Language: en
  • Pages: 320

Advanced Metaheuristic Methods in Big Data Retrieval and Analytics

  • Type: Book
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  • Published: 2018-11-02
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  • Publisher: IGI Global

The amount of data shared and stored on the web and other document repositories is steadily on the rise. Unfortunately, this growth increases inefficiencies and difficulties when trying to find the most relevant and up-to-date information due to unstructured data. Advanced Metaheuristic Methods in Big Data Retrieval and Analytics examines metaheuristic techniques as an important alternative model for solving complex problems that are not treatable by deterministic methods. Recent studies suggest that IR and biomimicry can be used together for several application problems in big data and internet of things, especially when conventional methods would be too expensive or difficult to implement. Featuring coverage on a broad range of topics such as ontology, plagiarism detection, and machine learning, this book is ideally designed for engineers, graduate students, IT professionals, and academicians seeking an overview of new trends in information retrieval in big data.

Modeling Approaches and Algorithms for Advanced Computer Applications
  • Language: en
  • Pages: 443

Modeling Approaches and Algorithms for Advanced Computer Applications

  • Type: Book
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  • Published: 2013-08-23
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  • Publisher: Springer

"During the last decades Computational Intelligence has emerged and showed its contributions in various broad research communities (computer science, engineering, finance, economic, decision making, etc.). This was done by proposing approaches and algorithms based either on turnkey techniques belonging to the large panoply of solutions offered by computational intelligence such as data mining, genetic algorithms, bio-inspired methods, Bayesian networks, machine learning, fuzzy logic, artificial neural networks, etc. or inspired by computational intelligence techniques to develop new ad-hoc algorithms for the problem under consideration. This volume is a comprehensive collection of extended c...

Computational Intelligence and Its Applications
  • Language: en
  • Pages: 676

Computational Intelligence and Its Applications

  • Type: Book
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  • Published: 2018-04-26
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  • Publisher: Springer

This book constitutes the refereed proceedings of the 6th IFIP TC 5 International Conference on Computational Intelligence and Its Applications, CIIA 2018, held in Oran, Algeria, in May 2018. The 56 full papers presented were carefully reviewed and selected from 202 submissions. They are organized in the following topical sections: data mining and information retrieval; evolutionary computation; machine learning; optimization; planning and scheduling; wireless communication and mobile computing; Internet of Things (IoT) and decision support systems; pattern recognition and image processing; and semantic web services.

Computer Science and Its Applications
  • Language: en
  • Pages: 638

Computer Science and Its Applications

  • Type: Book
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  • Published: 2015-05-12
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  • Publisher: Springer

This book constitutes the refereed proceedings of the 5th IFIP TC 5 International Conference on Computer Science and Its Applications, CIIA 2015, held in Saida, Algeria, in May 2015. The 56 revised papers presented were carefully reviewed and selected from 225 submissions. The papers are organized in the following four research tracks: computational intelligence; security and network technology; information technology; and software engineering.

Software Engineering Research, Management and Applications 2012
  • Language: en
  • Pages: 202

Software Engineering Research, Management and Applications 2012

  • Type: Book
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  • Published: 2012-05-24
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  • Publisher: Springer

The series Studies in Computational Intelligence (SCI) publishes new developments and advances in the various areas of computational intelligence-quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life science, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy ...

Modelling and Implementation of Complex Systems
  • Language: en
  • Pages: 342

Modelling and Implementation of Complex Systems

  • Type: Book
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  • Published: 2016-05-01
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  • Publisher: Springer

This volume is a comprehensive collection of extended contributions from the fourth international symposium on Modeling and Implementing Complex Systems (MICS’2106) organized into four main topics: Networking and Cloud Computing, Software Engineering and Formal Methods, Intelligent and Information Systems, and Algorithms and Complexity. This book presents recent advances related to theory and applications of networking and distributed computing, including: cloud computing, software engineering, formal methods, information extraction, optimization algorithms, intelligent systems, and multi-agent systems.

Handbook of Research on Organizational Transformations through Big Data Analytics
  • Language: en
  • Pages: 561

Handbook of Research on Organizational Transformations through Big Data Analytics

  • Type: Book
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  • Published: 2014-11-30
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  • Publisher: IGI Global

Big data analytics utilizes a wide range of software and analytical tools to provide immediate, relevant information for efficient decision-making. Companies are recognizing the immense potential of BDA, but ensuring the data is appropriate and error-free is the largest hurdle in implementing BDA applications. The Handbook of Research on Organizational Transformations through Big Data Analytics not only catalogues the existing platforms and technologies, it explores new trends within the field of big data analytics (BDA). Containing new and existing research materials and insights on the various approaches to BDA; this publication is intended for researchers, IT professionals, and CIOs interested in the best ways to implement BDA applications and technologies.

Fuzzy Systems: Concepts, Methodologies, Tools, and Applications
  • Language: en
  • Pages: 1765

Fuzzy Systems: Concepts, Methodologies, Tools, and Applications

  • Type: Book
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  • Published: 2017-02-22
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  • Publisher: IGI Global

There are a myriad of mathematical problems that cannot be solved using traditional methods. The development of fuzzy expert systems has provided new opportunities for problem-solving amidst uncertainties. Fuzzy Systems: Concepts, Methodologies, Tools, and Applications is a comprehensive reference source on the latest scholarly research and developments in fuzzy rule-based methods and examines both theoretical foundations and real-world utilization of these logic sets. Featuring a range of extensive coverage across innovative topics, such as fuzzy logic, rule-based systems, and fuzzy analysis, this is an essential publication for scientists, doctors, engineers, physicians, and researchers interested in emerging perspectives and uses of fuzzy systems in various sectors.

Recent Trends and Future Technology in Applied Intelligence
  • Language: en
  • Pages: 913

Recent Trends and Future Technology in Applied Intelligence

  • Type: Book
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  • Published: 2018-06-14
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  • Publisher: Springer

This book constitutes the thoroughly refereed proceedings of the 31st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, held in Montreal, QC, Canada, in June 2018. The 53 full papers and 33 short papers presented were carefully reviewed and selected from 146 submissions. They are organized in the following topical sections: constraint solving and optimization; data mining and knowledge discovery; evolutionary computation; expert systems and robotics; knowledge representation, machine learning; meta-heuristics; multi-agent systems; natural language processing; neural networks; planning, scheduling and spatial reasoning; rough sets, Internet of Things (IoT), ubiquitous computing and big data; data science, privacy, and security; inelligent systems approaches in information extraction; and artificial intelligence, law and justice.