Intelligent Big Multimedia Databases

Author: Andreas Wichert

Publisher: World Scientific

ISBN: 9814696668

Category: Computers

Page: 324

View: 7831

Multimedia databases address a growing number of commercially important applications such as media on demand, surveillance systems and medical systems. The book presents essential and relevant techniques and algorithms to develop and implement large multimedia database systems. The traditional relational database model is based on a relational algebra that is an offshoot of first-order logic and of the algebra of sets. The simple relational model is not powerful enough to address multimedia data. Because of this, multimedia databases are categorized into many major areas. Each of these areas are now so extensive that a major understanding of the mathematical core concepts requires the study of different fields such as information retrieval, digital image processing, feature extraction, fractals, machine learning, neuronal networks and high-dimensional indexing. This book unifies the essential concepts and recent algorithms into a single comprehensive volume. Contents:IntroductionMultimedia DatabasesTransform FunctionsCompressionFeature ExtractionLow Dimensional IndexingApproximative IndexingHigh Dimensional IndexingDealing with Text DatabasesStatistical Supervised Machine LearningMultimodal FusionSoftware ArchitectureMultimedia Databases in Medicine Readership: Professionals, academics, researchers and graduate students in databases, artificial intelligence, pattern recognition and neural networks. Keywords:Big Data;Content-Based Multimedia Retrieval;Wavelets;Compression;Feature Extractopm;High-Dimensional Indexing;Information Retrieval;Machine Learning
Posted in Computers

Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies

Advancing Applications and Technologies

Author: Yan, Li

Publisher: IGI Global

ISBN: 1613501277

Category: Computers

Page: 334

View: 8271

As consumer costs for multimedia devices such as digital cameras and Web phones have decreased and diversity in the market has skyrocketed, the amount of digital information has grown considerably. Intelligent Multimedia Databases and Information Retrieval: Advancing Applications and Technologies details the latest information retrieval technologies and applications, the research surrounding the field, and the methodologies and design related to multimedia databases. Together with academic researchers and developers from both information retrieval and artificial intelligence fields, this book details issues and semantics of data retrieval with contributions from around the globe. As the information and data from multimedia databases continues to expand, the research and documentation surrounding it should keep pace as best as possible, and this book provides an excellent resource for the latest developments.
Posted in Computers

Data Science and Big Data: An Environment of Computational Intelligence

Author: Witold Pedrycz,Shyi-Ming Chen

Publisher: Springer

ISBN: 3319534742

Category: Computers

Page: 303

View: 8473

This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.Data science and big data go hand in hand and constitute a rapidly growing area of research and have attracted the attention of industry and business alike. The area itself has opened up promising new directions of fundamental and applied research and has led to interesting applications, especially those addressing the immediate need to deal with large repositories of data and building tangible, user-centric models of relationships in data. Data is the lifeblood of today’s knowledge-driven economy.Numerous data science models are oriented towards end users and along with the regular requirements for accuracy (which are present in any modeling), come the requirements for ability to process huge and varying data sets as well as robustness, interpretability, and simplicity (transparency). Computational intelligence with its underlying methodologies and tools helps address data analytics needs.The book is of interest to those researchers and practitioners involved in data science, Internet engineering, computational intelligence, management, operations research, and knowledge-based systems.
Posted in Computers

Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies

Author: Sarfraz, Muhammad

Publisher: IGI Global

ISBN: 1466660317

Category: Computers

Page: 312

View: 9904

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 and Image Processing in Intelligent Systems and Multimedia Technologies features timely and informative research on the design and development of computer vision and image processing applications in intelligent agents as well as in multimedia technologies. Covering a diverse set of research in these areas, this publication is ideally designed for use by academicians, technology professionals, students, and researchers interested in uncovering the latest innovations in the field.
Posted in Computers

Intelligent Multimedia Multi-Agent Systems

A Human-Centered Approach

Author: Rajiv Khosla,Ishwar Sethi,Ernesto Damiani

Publisher: Springer Science & Business Media

ISBN: 9780792379799

Category: Computers

Page: 333

View: 4099

Intelligent Multimedia Multi-Agent Systems focuses on building intelligent successful systems. The book adopts a human-centered approach and considers various pragmatic issues and problems in areas like intelligent systems, software engineering, multimedia databases, electronic commerce, data mining, enterprise modeling and human-computer interaction for developing a human-centered virtual machine. The authors describe an ontology of the human-centered virtual machine which includes four components: activity-centered analysis component, problem solving adapter component, transformation agent component, and multimedia based interpretation component. These four components capture the external and internal planes of the system development spectrum. They integrate the physical, social and organizational reality on the external plane with stakeholder goals, tasks and incentives, and organization culture on the internal plane. The human-centered virtual machine and its four components are used for developing intelligent multimedia multi-agent systems in areas like medical decision support and health informatics, medical image retrieval, e-commerce, face detection and annotation, internet games and sales recruitment. The applications in these areas help to expound various aspects of the human-centered virtual machine including, human-centered domain modeling, distributed intelligence and communication, perceptual and cognitive task modeling, component based software development, and multimedia based data modeling. Further, the applications described in the book employ various intelligent technologies like neural networks, fuzzy logic and knowledge based systems, software engineering artifacts like agents and objects, internet technologies like XML and multimedia artifacts like image, audio, video and text.
Posted in Computers

Developments in Natural Intelligence Research and Knowledge Engineering: Advancing Applications

Advancing Applications

Author: Wang, Yingxu

Publisher: IGI Global

ISBN: 1466617446

Category: Computers

Page: 381

View: 6055

"This book covers the intricate worlds of thought, comprehension, intelligence, and knowledge through the scientific field of Cognitive Science, covering topics that have been pivotal at major conferences covering Cognitive Science"--Provided by publisher.
Posted in Computers

AI 2001: Advances in Artificial Intelligence

14th International Joint Conference on Artificial Intelligence, Adelaide, Australia, December 10-14, 2001, Proceedings

Author: Markus Stumptner,Dan Corbett,Australian Joint Conference on Artificial Intelligence,Australian Joint Conference on Artificial Intelligence 2001 Adelaide

Publisher: Springer Science & Business Media

ISBN: 3540429603

Category: Computers

Page: 666

View: 815

This book constitutes the refereed proceedings of the 14th Australian Joint Conference on Artificial Intelligence, AI 2001, held in Adelaide, Australia, in December 2001. The 55 revised full papers presented together with one invited contribution were carefully reviewed and selected from a total of 100 submissions. The papers cover the whole range of artificial intelligence from theoretical and foundational issues to advanced applications in a variety of fields.
Posted in Computers

Intelligent Information and Database Systems

8th Asian Conference, ACIIDS 2016, Da Nang, Vietnam, March 14-16, 2016, Proceedings

Author: Ngoc-Thanh Nguyen,Bogdan Trawiński,Hamido Fujita,Tzung-Pei Hong

Publisher: Springer

ISBN: 3662493810

Category: Computers

Page: 815

View: 7106

The two-volume proceedings of the ACIIDS 2016 conference, LNAI 9621 + 9622, constitutes the refereed proceedings of the 8th Asian Conference on Intelligent Information and Database Systems, held in Da Nang, Vietnam, in March 2016. The total of 153 full papers accepted for publication in these proceedings was carefully reviewed and selected from 392 submissions. They were organized in topical sections named: knowledge engineering and semantic Web; social networks and recommender systems; text processing and information retrieval; database systems and software engineering; intelligent information systems; decision support and control systems; machine learning and data mining; computer vision techniques; intelligent big data exploitation; cloud and network computing; multiple model approach to machine learning; advanced data mining techniques and applications; computational intelligence in data mining for complex problems; collective intelligence for service innovation, technology opportunity, e-learning, and fuzzy intelligent systems; analysis for image, video and motion data in life sciences; real world applications in engineering and technology; ontology-based software development; intelligent and context systems; modeling and optimization techniques in information systems, database systems and industrial systems; smart pattern processing for sports; and intelligent services for smart cities.
Posted in Computers

Intelligent Interactive Multimedia Systems and Services 2017

Author: Giuseppe De Pietro,Luigi Gallo,Robert J. Howlett,Lakhmi C. Jain

Publisher: Springer

ISBN: 331959480X

Category: Computers

Page: 587

View: 783

This book constitutes the refereed proceedings of the Tenth International KES Conference on Intelligent Interactive Multimedia Systems and Services: IIMSS-17. It includes 57 full papers organized into topical sections, ranging from visual data processing to big data analytics, and from multimedia to intelligent and cognitive systems. The conference took place as part of the Smart Digital Futures 2017 multi-theme conference, held in Vilamoura, Algarve, Portugal on 21–23 June 2017, which brings together AMSTA, IDT, InHorizons, InMed, SEEL and IIMSS in one venue. It provided an international forum for researchers and scientists to share their work and experiences in the field of multimedia and intelligent interactive systems and services.
Posted in Computers

Intelligent Multimedia Systems

A Handbook for Creating Applications

Author: Randy M. Kaplan

Publisher: Wiley

ISBN: N.A

Category: Computers

Page: 494

View: 4457

The marriage of intelligent systems and multimedia has spawned exciting new applications in fields as diverse as training, marketing, and games. This book bridges the gap between multimedia and intelligent systems design, teaching users of one the precepts of the other, while showing developers how to integrate these two technologies. Focusing on systems for use in education and entertainment, the book includes step-by-step plans for developing two small systems: a Spanish language tutor and a toaster repair system. The CD includes source code for both systems as well as an Intelligent System Shell that users can use to create their own systems.
Posted in Computers

Command, control, communications, and intelligence systems for law enforcement

19-21 November, 1996, Boston, Massachusetts

Author: Edward M. Carapezza,Donald Spector,National Institute of Standards and Technology (U.S.),National Institute of Justice (U.S.),Society of Photo-optical Instrumentation Engineers

Publisher: SPIE-International Society for Optical Engineering

ISBN: N.A

Category: Social Science

Page: 342

View: 8405

Posted in Social Science

Intelligent Analysis of Multimedia Information

Author: Bhattacharyya, Siddhartha,Bhaumik, Hrishikesh,De, Sourav,Klepac, Goran

Publisher: IGI Global

ISBN: 1522504990

Category: Computers

Page: 520

View: 6125

Multimedia represents information in novel and varied formats. One of the most prevalent examples of continuous media is video. Extracting underlying data from these videos can be an arduous task. From video indexing, surveillance, and mining, complex computational applications are required to process this data. Intelligent Analysis of Multimedia Information is a pivotal reference source for the latest scholarly research on the implementation of innovative techniques to a broad spectrum of multimedia applications by presenting emerging methods in continuous media processing and manipulation. This book offers a fresh perspective for students and researchers of information technology, media professionals, and programmers.
Posted in Computers

Intelligence Science and Big Data Engineering

4th International Conference, IScIDE 2013, Beijing, China, July 31 -- August 2, 2013, Revised Selected Papers

Author: Changyin Sun,Fang Fang,Zhi-Hua Zhou,Wankou Yang,Zhiyong Liu

Publisher: Springer

ISBN: 3642420575

Category: Computers

Page: 908

View: 8511

This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2013, held in Beijing, China, in July/August 2013. The 111 papers presented were carefully peer-reviewed and selected from 390 submissions. Topics covered include information theoretic and Bayesian approaches; probabilistic graphical models; pattern recognition and computer vision; signal processing and image processing; machine learning and computational intelligence; neural networks and neuro-informatics; statistical inference and uncertainty reasoning; bioinformatics and computational biology and speech recognition and natural language processing.
Posted in Computers

Intelligent Methods and Big Data in Industrial Applications

Author: Robert Bembenik,Łukasz Skonieczny,Grzegorz Protaziuk,Marzena Kryszkiewicz,Henryk Rybinski

Publisher: Springer

ISBN: 3319776045

Category: Computers

Page: 376

View: 423

The inspiration for this book came from the Industrial Session of the ISMIS 2017 Conference in Warsaw. It covers numerous applications of intelligent technologies in various branches of the industry. Intelligent computational methods and big data foster innovation and enable the industry to overcome technological limitations and explore the new frontiers. Therefore it is necessary for scientists and practitioners to cooperate and inspire each other, and use the latest research findings to create new designs and products. As such, the contributions cover solutions to the problems experienced by practitioners in the areas of artificial intelligence, complex systems, data mining, medical applications and bioinformatics, as well as multimedia- and text processing. Further, the book shows new directions for cooperation between science and industry and facilitates efficient transfer of knowledge in the area of intelligent information systems.
Posted in Computers

Big Data Analytics for Sensor-Network Collected Intelligence

Author: Hui-Huang Hsu,Chuan-Yu Chang,Ching-Hsien Hsu

Publisher: Morgan Kaufmann

ISBN: 012809625X

Category: Computers

Page: 326

View: 4090

Big Data Analytics for Sensor-Network Collected Intelligence explores state-of-the-art methods for using advanced ICT technologies to perform intelligent analysis on sensor collected data. The book shows how to develop systems that automatically detect natural and human-made events, how to examine people’s behaviors, and how to unobtrusively provide better services. It begins by exploring big data architecture and platforms, covering the cloud computing infrastructure and how data is stored and visualized. The book then explores how big data is processed and managed, the key security and privacy issues involved, and the approaches used to ensure data quality. In addition, readers will find a thorough examination of big data analytics, analyzing statistical methods for data analytics and data mining, along with a detailed look at big data intelligence, ubiquitous and mobile computing, and designing intelligence system based on context and situation. Indexing: The books of this series are submitted to EI-Compendex and SCOPUS Contains contributions from noted scholars in computer science and electrical engineering from around the globe Provides a broad overview of recent developments in sensor collected intelligence Edited by a team comprised of leading thinkers in big data analytics
Posted in Computers

AI 2001: Advances in Artificial Intelligence

14th International Joint Conference on Artificial Intelligence, Adelaide, Australia, December 10-14, 2001, Proceedings

Author: Mike Brooks,Dan Corbett,Markus Stumptner

Publisher: Springer

ISBN: N.A

Category: Artificial intelligence

Page: 666

View: 5714

This book constitutes the refereed proceedings of the 14th Australian Joint Conference on Artificial Intelligence, AI 2001, held in Adelaide, Australia, in December 2001. The 55 revised full papers presented together with one invited contribution were carefully reviewed and selected from a total of 100 submissions. The papers cover the whole range of artificial intelligence from theoretical and foundational issues to advanced applications in a variety of fields.
Posted in Artificial intelligence

Emergent Web Intelligence: Advanced Information Retrieval

Author: Richard Chbeir,Youakim Badr,Ajith Abraham,Aboul-Ella Hassanien

Publisher: Springer Science & Business Media

ISBN: 9781849960748

Category: Computers

Page: 487

View: 8365

This volume reviews cutting-edge technologies and insights related to XML-based and multimedia information access and data retrieval. And by applying new techniques to real-world scenarios, it details how organizations can gain competitive advantages.
Posted in Computers

Multimedia Technologies

Author: Mahbubur Rahman Syed

Publisher: IGI Global Snippet

ISBN: 1599049538

Category: Technology & Engineering

Page: 1966

View: 3770

"This book offers an in-depth explanation of multimedia technologies within their many specific application areas as well as presenting developing trends for the future"--Provided by publisher.
Posted in Technology & Engineering

1997 IEEE International Conference on Intelligent Processing Systems

October 28-31, 1997, Central Garden Hotel, Beijing, China

Author: IEEE Industrial Electronics Society,Qing hua da xue (Beijing, China),Institute of Electrical and Electronics Engineers

Publisher: N.A

ISBN: 9787800034107

Category: Artificial intelligence

Page: 1893

View: 9729

Posted in Artificial intelligence