Mining Multimedia Documents

Author : Wahiba Ben Abdessalem Karaa,Nilanjan Dey
Publisher : CRC Press
Page : 227 pages
File Size : 46,6 Mb
Release : 2017-04-21
Category : Computers
ISBN : 9781315399737

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Mining Multimedia Documents by Wahiba Ben Abdessalem Karaa,Nilanjan Dey Pdf

The information age has led to an explosion in the amount of information available to the individual and the means by which it is accessed, stored, viewed, and transferred. In particular, the growth of the internet has led to the creation of huge repositories of multimedia documents in a diverse range of scientific and professional fields, as well as the tools to extract useful knowledge from them. Mining Multimedia Documents is a must-read for researchers, practitioners, and students working at the intersection of data mining and multimedia applications. It investigates various techniques related to mining multimedia documents based on text, image, and video features. It provides an insight into the open research problems benefitting advanced undergraduates, graduate students, researchers, scientists and practitioners in the fields of medicine, biology, production, education, government, national security and economics.

Author : Wahiba Ben Abdessalem Karaa,Nilanjan Dey
Publisher : Unknown
Page : 227 pages
File Size : 45,9 Mb
Release : 2017
Category : Content-based image retrieval
ISBN : 1315399717

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Mining Multimedia Documents by Wahiba Ben Abdessalem Karaa,Nilanjan Dey Pdf

Author : Chabane Djeraba
Publisher : Springer Science & Business Media
Page : 242 pages
File Size : 42,5 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461511410

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Multimedia Mining by Chabane Djeraba Pdf

Multimedia Mining: A Highway to Intelligent Multimedia Documents brings together experts in digital media content analysis, state-of-art data mining and knowledge discovery in multimedia database systems, knowledge engineers and domain experts from diverse applied disciplines. Multimedia documents are ubiquitous and often required, if not essential, in many applications today. This phenomenon has made multimedia documents widespread and extremely large. There are tools for managing and searching within these collections, but the need for tools to extract hidden useful knowledge embedded within multimedia objects is becoming pressing and central for many decision-making applications. The tools needed today are tools for discovering relationships between objects or segments within multimedia document components, such as classifying images based on their content, extracting patterns in sound, categorizing speech and music, and recognizing and tracking objects in video streams.

Author : Tao, Dacheng,Xu, Dong,Li, Xuelong
Publisher : IGI Global
Page : 550 pages
File Size : 55,6 Mb
Release : 2009-04-30
Category : Computers
ISBN : 9781605661896

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Semantic Mining Technologies for Multimedia Databases by Tao, Dacheng,Xu, Dong,Li, Xuelong Pdf

Provides an introduction to recent techniques in multimedia semantic mining necessary to researchers new to the field.

Author : Petra Perner
Publisher : Springer
Page : 138 pages
File Size : 48,6 Mb
Release : 2003-07-01
Category : Computers
ISBN : 9783540362821

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Data Mining on Multimedia Data by Petra Perner Pdf

Despite being a young field of research and development, data mining has proved to be a successful approach to extracting knowledge from huge collections of structured digital data collection as usually stored in databases. Whereas data mining was done in early days primarily on numerical data, nowadays multimedia and Internet applications drive the need to develop data mining methods and techniques that can work on all kinds of data such as documents, images, and signals. This book introduces the basic concepts of mining multimedia data and demonstrates how to apply these methods in various application fields. It is written for students, ambitioned professionals from industry and medicine, and for scientists who want to contribute R&D work to the field or apply this new technology.

Author : Bhavani Thuraisingham
Publisher : CRC Press
Page : 356 pages
File Size : 55,8 Mb
Release : 2001-06-28
Category : Computers
ISBN : 0849300371

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Managing and Mining Multimedia Databases by Bhavani Thuraisingham Pdf

There is now so much data on the Web that managing it with conventional tools is becoming almost impossible. To manage this data, provide interoperability and warehousing between multiple data sources and systems, and extract information from the databases and warehouses, various tools are being developed. In fact, developments in multimedia database management have exploded during the past decade. To date, however, there has been little information available on providing a complete set of services for multimedia databases, including their management, mining, and integration on the Web for electronic enterprises. Managing and Mining Multimedia Databases fills that gap. Focusing on managing and mining multimedia databases for electronic commerce and business, it explores database management system techniques for text, image, audio, and video databases. It addresses the issues and challenges of mining multimedia databases to extract information, and discusses the directions and challenges related to integrating multimedia databases for the Web, particularly for e-business. This book provides a comprehensive overview of multimedia data management and mining technologies, from the underlying concepts, architectures, and data models for multimedia database systems to the technologies that support multimedia data management on the Web, privacy issues, and emerging standards, prototypes, and products. Designed for technical managers, executives, and technologists, it offers your only opportunity to learn about both multimedia data management and multimedia data mining within a single book.

Author : Jiawei Han,Jian Pei,Micheline Kamber
Publisher : Elsevier
Page : 800 pages
File Size : 44,7 Mb
Release : 2006-04-06
Category : Computers
ISBN : 0080475582

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Data Mining, Southeast Asia Edition by Jiawei Han,Jian Pei,Micheline Kamber Pdf

Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous amount of data. This explosive growth has generated an even more urgent need for new techniques and automated tools that can help us transform this data into useful information and knowledge. Like the first edition, voted the most popular data mining book by KD Nuggets readers, this book explores concepts and techniques for the discovery of patterns hidden in large data sets, focusing on issues relating to their feasibility, usefulness, effectiveness, and scalability. However, since the publication of the first edition, great progress has been made in the development of new data mining methods, systems, and applications. This new edition substantially enhances the first edition, and new chapters have been added to address recent developments on mining complex types of data— including stream data, sequence data, graph structured data, social network data, and multi-relational data. A comprehensive, practical look at the concepts and techniques you need to know to get the most out of real business data Updates that incorporate input from readers, changes in the field, and more material on statistics and machine learning Dozens of algorithms and implementation examples, all in easily understood pseudo-code and suitable for use in real-world, large-scale data mining projects Complete classroom support for instructors at www.mkp.com/datamining2e companion site

Author : Valery A. Petrushin,Latifur Khan
Publisher : Springer Science & Business Media
Page : 540 pages
File Size : 53,9 Mb
Release : 2007-10-20
Category : Computers
ISBN : 9781846287992

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Multimedia Data Mining and Knowledge Discovery by Valery A. Petrushin,Latifur Khan Pdf

This volume provides an overview of multimedia data mining and knowledge discovery and discusses the variety of hot topics in multimedia data mining research. It describes the objectives and current tendencies in multimedia data mining research and their applications. Each part contains an overview of its chapters and leads the reader with a structured approach through the diverse subjects in the field.

Author : Hillol Kargupta,Jiawei Han,Philip S. Yu,Rajeev Motwani,Vipin Kumar
Publisher : CRC Press
Page : 640 pages
File Size : 50,6 Mb
Release : 2008-12-24
Category : Computers
ISBN : 9781420085877

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Next Generation of Data Mining by Hillol Kargupta,Jiawei Han,Philip S. Yu,Rajeev Motwani,Vipin Kumar Pdf

Drawn from the US National Science Foundation's Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field.Gathering perspectives from top experts across different di

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1763 pages
File Size : 43,6 Mb
Release : 2017-09-13
Category : Computers
ISBN : 9781522538233

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

Contemporary society resides in an age of ubiquitous technology. With the consistent creation and wide availability of multimedia content, it has become imperative to remain updated on the latest trends and applications in this field. Digital Multimedia: Concepts, Methodologies, Tools, and Applications is an innovative source of scholarly content on the latest trends, perspectives, techniques, and implementations of multimedia technologies. Including a comprehensive range of topics such as interactive media, mobile technology, and data management, this multi-volume book is an ideal reference source for engineers, professionals, students, academics, and researchers seeking emerging information on digital multimedia.

Author : Anonim
Publisher : I. K. International Pvt Ltd
Page : 1688 pages
File Size : 46,9 Mb
Release : 2013-12-30
Category : Computers
ISBN : 9788189866747

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Advances in Computer Vision and Information Technology by Anonim Pdf

The latest trends in information technology represent a new intellectual paradigm for scientific exploration and the visualization of scientific phenomena. This title covers the emerging technologies in the field. Academics, engineers, industrialists, scientists and researchers engaged in teaching, and research and development of computer science and information technology will find the book useful for their academic and research work.

Author : Aaron K. Baughman,Jiang Gao,Jia-Yu Pan,Valery A. Petrushin
Publisher : Springer
Page : 452 pages
File Size : 51,9 Mb
Release : 2015-03-31
Category : Computers
ISBN : 9783319149981

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Multimedia Data Mining and Analytics by Aaron K. Baughman,Jiang Gao,Jia-Yu Pan,Valery A. Petrushin Pdf

This book provides fresh insights into the cutting edge of multimedia data mining, reflecting how the research focus has shifted towards networked social communities, mobile devices and sensors. The work describes how the history of multimedia data processing can be viewed as a sequence of disruptive innovations. Across the chapters, the discussion covers the practical frameworks, libraries, and open source software that enable the development of ground-breaking research into practical applications. Features: reviews how innovations in mobile, social, cognitive, cloud and organic based computing impacts upon the development of multimedia data mining; provides practical details on implementing the technology for solving real-world problems; includes chapters devoted to privacy issues in multimedia social environments and large-scale biometric data processing; covers content and concept based multimedia search and advanced algorithms for multimedia data representation, processing and visualization.

Author : Karâa, Wahiba Ben Abdessalem
Publisher : IGI Global
Page : 335 pages
File Size : 48,9 Mb
Release : 2015-11-03
Category : Medical
ISBN : 9781466688124

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Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes by Karâa, Wahiba Ben Abdessalem Pdf

Every second, users produce large amounts of image data from medical and satellite imaging systems. Image mining techniques that are capable of extracting useful information from image data are becoming increasingly useful, especially in medicine and the health sciences. Biomedical Image Analysis and Mining Techniques for Improved Health Outcomes addresses major techniques regarding image processing as a tool for disease identification and diagnosis, as well as treatment recommendation. Highlighting current research intended to advance the medical field, this publication is essential for use by researchers, advanced-level students, academicians, medical professionals, and technology developers. An essential addition to the reference material available in the field of medicine, this timely publication covers a range of applied research on data mining, image processing, computational simulation, data visualization, and image retrieval.

Author : Zhongfei Zhang,Ruofei Zhang
Publisher : CRC Press
Page : 320 pages
File Size : 50,6 Mb
Release : 2008-12-02
Category : Computers
ISBN : 9781584889670

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Multimedia Data Mining by Zhongfei Zhang,Ruofei Zhang Pdf

Collecting the latest developments in the field, Multimedia Data Mining: A Systematic Introduction to Concepts and Theory defines multimedia data mining, its theory, and its applications. Two of the most active researchers in multimedia data mining explore how this young area has rapidly developed in recent years.The book first discusses the theore

Author : Daoliang Li,Baoji Wang
Publisher : Springer Science & Business Media
Page : 858 pages
File Size : 52,8 Mb
Release : 2005-08-25
Category : Computers
ISBN : 9780387283180

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Artificial Intelligence Applications and Innovations II by Daoliang Li,Baoji Wang Pdf

Artificial Intelligence is one of the oldest and most exciting subfields of computing, covnering such areas as intelligent robotics, intelligent planning and scheduling, model-based reasoning, fault diagnosis, natural language processing, maching translation, knowledge representation and reasoning, knowledge-based systems, knowledge engineering, intelligent agents, machine learning, neural nets, genetic algorithms and knowledge management. The papers in this volume comprise the refereed proceedings of the Second International Conference on Artificial Intelligence Applications and Innovations,held in Beijing, China in 2005. A very promising sign of the growing importance of Artificial Intelligence techniques in practical applications is the large number of submissions received for the conference - more than 150. All papers were reviewed by at least two members of the Program Committee and the test 93 were selected for the conference and are included in this volume. The international nature of IFIP is amply reflected in the large number of countries represented here.