Recent Advancements In Multimedia Data Processing And Security Issues Challenges And Techniques

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Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques

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Author : Abd El-Latif, Ahmed A.
Publisher : IGI Global
ISBN 13 : 166847218X
Total Pages : 307 pages
Book Rating : 4.6/5 (684 download)

Book Synopsis Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques by : Abd El-Latif, Ahmed A.

Download or read book Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques written by Abd El-Latif, Ahmed A. and published by IGI Global. This book was released on 2023-09-28 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the age of social media dominance, a staggering amount of textual data floods our online spaces daily. While this wealth of information presents boundless opportunities for research and understanding human behavior, it also poses substantial challenges. The sheer volume of data overwhelms traditional processing methods, and harnessing its potential requires sophisticated tools. Furthermore, the need for ensuring data security and mitigating risks in the digital realm has never been more pressing. Academic scholars, researchers, and professionals grapple with these issues daily, seeking innovative solutions to unlock the true value of multimedia data while safeguarding privacy and integrity. Recent Advancements in Multimedia Data Processing and Security: Issues, Challenges, and Techniques is a groundbreaking book that serves as a beacon of light amidst the sea of data-related challenges. It offers a comprehensive solution by bridging the gap between academic research and practical applications. By delving into topics such as deep learning, emotion recognition, and high-dimensional text clustering, it equips scholars and professionals with the innovative tools and techniques they need to navigate the complex landscape of multimedia data.

The Art of Cyber Defense

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Author : Youssef Baddi
Publisher : CRC Press
ISBN 13 : 1040124135
Total Pages : 310 pages
Book Rating : 4.0/5 (41 download)

Book Synopsis The Art of Cyber Defense by : Youssef Baddi

Download or read book The Art of Cyber Defense written by Youssef Baddi and published by CRC Press. This book was released on 2024-11-08 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Art of Cyber Defense: From Risk Assessment to Threat Intelligence offers a comprehensive exploration of cybersecurity principles, strategies, and technologies essential for safeguarding digital assets and mitigating evolving cyber threats. This book provides invaluable insights into the intricacies of cyber defense, guiding readers through a journey from understanding risk assessment methodologies to leveraging threat intelligence for proactive defense measures. Delving into the nuances of modern cyber threats, this book equips readers with the knowledge and tools necessary to navigate the complex landscape of cybersecurity. Through a multidisciplinary approach, it addresses the pressing challenges organizations face in securing their digital infrastructure and sensitive data from cyber‐attacks. This book offers comprehensive coverage of the most essential topics, including: Advanced malware detection and prevention strategies leveraging artificial intelligence (AI) Hybrid deep learning techniques for malware classification Machine learning solutions and research perspectives on Internet of Services (IoT) security Comprehensive analysis of blockchain techniques for enhancing IoT security and privacy Practical approaches to integrating security analysis modules for proactive threat intelligence This book is an essential reference for students, researchers, cybersecurity professionals, and anyone interested in understanding and addressing contemporary cyber defense and risk assessment challenges. It provides a valuable resource for enhancing cybersecurity awareness, knowledge, and practical skills.

Advanced Applications in Osmotic Computing

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Author : Revathy, G.
Publisher : IGI Global
ISBN 13 :
Total Pages : 393 pages
Book Rating : 4.3/5 (693 download)

Book Synopsis Advanced Applications in Osmotic Computing by : Revathy, G.

Download or read book Advanced Applications in Osmotic Computing written by Revathy, G. and published by IGI Global. This book was released on 2024-03-04 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: The interaction of various service models, including edge computing and cloud computing, are quickly changing to better support microservices. This intricate weave of technology and information sharing is necessary to build systems that run faster and more efficiently. The interplay between these computing methods and microservices is emerging as the field of Osmotic Computing. Experts can now embark on an intellectual journey into data-driven exploration and ingenuity with the guidance of the book, Advanced Applications in Osmotic Computing. As ethical considerations become rising concerns, the potential biases, privacy encumbrances, and equitable conundrums of osmotic computing are investigated. This book offers judicious strategies to navigate these quandaries conscientiously, adding a layer of responsibility to the discourse. Within these pages, the very fabric of understanding in IoT, Cloud, Edge, Fog, and Machine Learning is redefined, marking a pivotal shift in the paradigm of technological comprehension. This book is an epicenter for the latest evolutions in osmotic computing, unfurling unconventional methodologies that shape the trajectory of data-driven decision-making. Readers will plunge into the theoretical bedrock, simultaneously witnessing pragmatic applications that adeptly bridge the schism between the theoretical constructs and pragmatic realization. The intended audience is multifaceted, encompassing data scientists, machine learning engineers, researchers, academics, educators, students, industry practitioners, interdisciplinary experts, and technology and business leaders.

Applications of Synthetic High Dimensional Data

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Author : Sobczak-Michalowska, Marzena
Publisher : IGI Global
ISBN 13 :
Total Pages : 315 pages
Book Rating : 4.3/5 (693 download)

Book Synopsis Applications of Synthetic High Dimensional Data by : Sobczak-Michalowska, Marzena

Download or read book Applications of Synthetic High Dimensional Data written by Sobczak-Michalowska, Marzena and published by IGI Global. This book was released on 2024-03-25 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need for tailored data for machine learning models is often unsatisfied, as it is considered too much of a risk in the real-world context. Synthetic data, an algorithmically birthed counterpart to operational data, is the linchpin for overcoming constraints associated with sensitive or regulated information. In high-dimensional data, where the dimensions of features and variables often surpass the number of available observations, the emergence of synthetic data heralds a transformation. Applications of Synthetic High Dimensional Data delves into the algorithms and applications underpinning the creation of synthetic data, which surpass the capabilities of authentic datasets in many cases. Beyond mere mimicry, synthetic data takes center stage in prioritizing the mathematical domain, becoming the crucible for training robust machine learning models. It serves not only as a simulation but also as a theoretical entity, permitting the consideration of unforeseen variables and facilitating fundamental problem-solving. This book navigates the multifaceted advantages of synthetic data, illuminating its role in protecting the privacy and confidentiality of authentic data. It also underscores the controlled generation of synthetic data as a mechanism to safeguard private information while maintaining a controlled resemblance to real-world datasets. This controlled generation ensures the preservation of privacy and facilitates learning across datasets, which is crucial when dealing with incomplete, scarce, or biased data. Ideal for researchers, professors, practitioners, faculty members, students, and online readers, this book transcends theoretical discourse.

Intelligent Multimedia Signal Processing for Smart Ecosystems

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Author : Shabir A. Parah
Publisher : Springer Nature
ISBN 13 : 3031348737
Total Pages : 363 pages
Book Rating : 4.0/5 (313 download)

Book Synopsis Intelligent Multimedia Signal Processing for Smart Ecosystems by : Shabir A. Parah

Download or read book Intelligent Multimedia Signal Processing for Smart Ecosystems written by Shabir A. Parah and published by Springer Nature. This book was released on 2023-09-30 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: A smart ecosystem is envisioned to exchange and analyze data across systems, enabling a flexible, faster, and reliable smart ecosystem for high-quality results at reduced costs and little human intervention. This book introduces many innovative approaches and provides solutions to various problems of smart ecosystems designed by employing various techniques/models based on AI, ML, Deep Learning, and the Internet of Things (IoT). The main focus is on intelligent multimedia processing and automated decision-making for various services, real-time data analysis, data security, cost-effective solutions for multimedia applications, smart information processing systems, and smart city planning to name a few. In addition, this book presents some key insights and future directions in the various areas of technology. Throughout the book, many state-of-the-art solutions concerning various applications are proposed to solve the issues and ensure the quality of services (QoS). The authors discuss the limitations of the current techniques used to design a smart ecosystem and highlight some prospective areas of research in the future. The book comprehensively discusses multimedia processing of various forms of data comprising text, images, and audio for the implementation of various solutions. The book is aimed to open many areas of research and thus would present a comprehensive reference for the design of smart ecosystems in various applications.

Recent Advancements in Multimedia Data Processing and Security

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Author : Ahmed A. Abd El-Latif
Publisher :
ISBN 13 : 9781668472170
Total Pages : 0 pages
Book Rating : 4.4/5 (721 download)

Book Synopsis Recent Advancements in Multimedia Data Processing and Security by : Ahmed A. Abd El-Latif

Download or read book Recent Advancements in Multimedia Data Processing and Security written by Ahmed A. Abd El-Latif and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The purpose of this book is to demonstrate the new development and application of Artificial intelligent algorithms for multimedia data processing, to solve the problem from multimedia analysis and multimedia processing to multimedia cybersecurity. This book bridges the gap between AI techniques, Multimedia Signal Processing and cybersecurity. This book connects various interdisciplinary domains related to Multimedia signal processing, cybersecurity for media data particularly the social data and will be highly beneficial for the students, researchers and academicians working in this area as this book will cover state-of-the art technologies around multimedia processing and cybersecurity techniques and their role in Media Data Analysis and performance. Furthermore, this book will be highly beneficial to IT experts working in security management and enhancement from cyber-security point of view as this book will present recent advancements and methods developed and deployed to ensure the high level cyber-security"--

Research Anthology on Privatizing and Securing Data

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Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799889556
Total Pages : 2188 pages
Book Rating : 4.7/5 (998 download)

Book Synopsis Research Anthology on Privatizing and Securing Data by : Management Association, Information Resources

Download or read book Research Anthology on Privatizing and Securing Data written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-04-23 with total page 2188 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the immense amount of data that is now available online, security concerns have been an issue from the start, and have grown as new technologies are increasingly integrated in data collection, storage, and transmission. Online cyber threats, cyber terrorism, hacking, and other cybercrimes have begun to take advantage of this information that can be easily accessed if not properly handled. New privacy and security measures have been developed to address this cause for concern and have become an essential area of research within the past few years and into the foreseeable future. The ways in which data is secured and privatized should be discussed in terms of the technologies being used, the methods and models for security that have been developed, and the ways in which risks can be detected, analyzed, and mitigated. The Research Anthology on Privatizing and Securing Data reveals the latest tools and technologies for privatizing and securing data across different technologies and industries. It takes a deeper dive into both risk detection and mitigation, including an analysis of cybercrimes and cyber threats, along with a sharper focus on the technologies and methods being actively implemented and utilized to secure data online. Highlighted topics include information governance and privacy, cybersecurity, data protection, challenges in big data, security threats, and more. This book is essential for data analysts, cybersecurity professionals, data scientists, security analysts, IT specialists, practitioners, researchers, academicians, and students interested in the latest trends and technologies for privatizing and securing data.

Supervised and Unsupervised Data Engineering for Multimedia Data

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Author : Suman Kumar Swarnkar
Publisher : John Wiley & Sons
ISBN 13 : 1119786428
Total Pages : 251 pages
Book Rating : 4.1/5 (197 download)

Book Synopsis Supervised and Unsupervised Data Engineering for Multimedia Data by : Suman Kumar Swarnkar

Download or read book Supervised and Unsupervised Data Engineering for Multimedia Data written by Suman Kumar Swarnkar and published by John Wiley & Sons. This book was released on 2024-04-02 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: SUPERVISED and UNSUPERVISED DATA ENGINEERING for MULTIMEDIA DATA Explore the cutting-edge realms of data engineering in multimedia with Supervised and Unsupervised Data Engineering for Multimedia Data, where expert contributors delve into innovative methodologies, offering invaluable insights to empower both novices and seasoned professionals in mastering the art of manipulating multimedia data with precision and efficiency. Supervised and Unsupervised Data Engineering for Multimedia Data presents a groundbreaking exploration into the intricacies of handling multimedia data through the lenses of both supervised and unsupervised data engineering. Authored by a team of accomplished experts in the field, this comprehensive volume serves as a go-to resource for data scientists, computer scientists, and researchers seeking a profound understanding of cutting-edge methodologies. The book seamlessly integrates theoretical foundations with practical applications, offering a cohesive framework for navigating the complexities of multimedia data. Readers will delve into a spectrum of topics, including artificial intelligence, machine learning, and data analysis, all tailored to the challenges and opportunities presented by multimedia datasets. From foundational principles to advanced techniques, each chapter provides valuable insights, making this book an essential guide for academia and industry professionals alike. Whether you’re a seasoned practitioner or a newcomer to the field, Supervised and Unsupervised Data Engineering for Multimedia Data illuminates the path toward mastery in manipulating and extracting meaningful insights from multimedia data in the modern age.

Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing

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Author : Kamila, Narendra Kumar
Publisher : IGI Global
ISBN 13 : 1466686553
Total Pages : 506 pages
Book Rating : 4.4/5 (666 download)

Book Synopsis Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing by : Kamila, Narendra Kumar

Download or read book Handbook of Research on Emerging Perspectives in Intelligent Pattern Recognition, Analysis, and Image Processing written by Kamila, Narendra Kumar and published by IGI Global. This book was released on 2015-11-30 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: ###############################################################################################################################################################################################################################################################

Architecture and Technological Advancements of Education 4.0

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Author : Pandey, Rajiv
Publisher : IGI Global
ISBN 13 : 1668492865
Total Pages : 496 pages
Book Rating : 4.6/5 (684 download)

Book Synopsis Architecture and Technological Advancements of Education 4.0 by : Pandey, Rajiv

Download or read book Architecture and Technological Advancements of Education 4.0 written by Pandey, Rajiv and published by IGI Global. This book was released on 2023-11-27 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Academics 4.0 has become increasingly crucial in recent times due to the impact of Industry 4.0 on various fields. The emergence of disruptive technologies and the cyber-physical world has underscored the need for experts in these areas, which requires proper training of students from an early stage. Education 4.0 is essential in preparing faculties and students adequately for this purpose. This approach shifts the focus from teaching to learning and employs blended learning, MOOC courses, and flipped classrooms to achieve better understanding and application of knowledge. The practical aspect of the subject is discussed in the classroom, while the theoretical aspect is taught outside the class. The book, Architecture and Technological Advancements of Education 4.0, aims to explain the rationale, advantages, and features of Academics 4.0, explore assessment tools and techniques, and describe the national policy for bringing change in education. It also covers blended learning, MOOC courses, virtual labs, and mobile learning, with a focus on their benefits. The book will be useful for universities and educational entities that aim to follow Academics 4.0 in the education system, serve as a reference manual for research articles, and be helpful to faculties and academicians who wish to implement and assess online techniques. Additionally, it will be an excellent learning platform for providers and users of relevant domains, with a broad range of topics covering its impact on the education system, students, and workforce.

Smart Sensor Networks Using AI for Industry 4.0

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Author : Soumya Ranjan Nayak
Publisher : CRC Press
ISBN 13 : 1000458512
Total Pages : 263 pages
Book Rating : 4.0/5 (4 download)

Book Synopsis Smart Sensor Networks Using AI for Industry 4.0 by : Soumya Ranjan Nayak

Download or read book Smart Sensor Networks Using AI for Industry 4.0 written by Soumya Ranjan Nayak and published by CRC Press. This book was released on 2021-10-10 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart Sensor Networks (WSNs) using AI have left a mark on the lives of all by aiding in various sectors, such as manufacturing, education, healthcare, and monitoring of the environment and industries. This book covers recent AI applications and explores aspects of modern sensor technologies and the systems needed to operate them. The book reviews the fundamental concepts of gathering, processing, and analyzing different AI-based models and methods. It covers recent WSN techniques for the purpose of effective network management on par with the standards laid out by international organizations in related fields and focuses on both core concepts along with major applicational areas. The book will be used by technical developers, academicians, data sciences, industrial professionals, researchers, and students interested in the latest innovations on problem-oriented processing techniques in sensor networks using IoT and evolutionary computer applications for Industry 4.0.

Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics

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Author : Taser, Pelin Yildirim
Publisher : IGI Global
ISBN 13 : 1799841871
Total Pages : 334 pages
Book Rating : 4.7/5 (998 download)

Book Synopsis Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics by : Taser, Pelin Yildirim

Download or read book Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics written by Taser, Pelin Yildirim and published by IGI Global. This book was released on 2021-11-05 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: The internet of things (IoT) has emerged to address the need for connectivity and seamless integration with other devices as well as big data platforms for analytics. However, there are challenges that IoT-based applications face including design and implementation issues; connectivity problems; data gathering, storing, and analyzing in cloud-based environments; and IoT security and privacy issues. Emerging Trends in IoT and Integration with Data Science, Cloud Computing, and Big Data Analytics is a critical reference source that provides theoretical frameworks and research findings on IoT and big data integration. Highlighting topics that include wearable sensors, machine learning, machine intelligence, and mobile computing, this book serves professionals who want to improve their understanding of the strategic role of trust at different levels of the information and knowledge society. It is therefore of most value to data scientists, computer scientists, data analysts, IT specialists, academicians, professionals, researchers, and students working in the field of information and knowledge management in various disciplines that include but are not limited to information and communication sciences, administrative sciences and management, education, sociology, computer science, etc. Moreover, the book provides insights and supports executives concerned with the management of expertise, knowledge, information, and organizational development in different types of work communities and environments.

Advances in Malware and Data-Driven Network Security

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Author : Gupta, Brij B.
Publisher : IGI Global
ISBN 13 : 1799877914
Total Pages : 304 pages
Book Rating : 4.7/5 (998 download)

Book Synopsis Advances in Malware and Data-Driven Network Security by : Gupta, Brij B.

Download or read book Advances in Malware and Data-Driven Network Security written by Gupta, Brij B. and published by IGI Global. This book was released on 2021-11-12 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every day approximately three-hundred thousand to four-hundred thousand new malware are registered, many of them being adware and variants of previously known malware. Anti-virus companies and researchers cannot deal with such a deluge of malware – to analyze and build patches. The only way to scale the efforts is to build algorithms to enable machines to analyze malware and classify and cluster them to such a level of granularity that it will enable humans (or machines) to gain critical insights about them and build solutions that are specific enough to detect and thwart existing malware and generic-enough to thwart future variants. Advances in Malware and Data-Driven Network Security comprehensively covers data-driven malware security with an emphasis on using statistical, machine learning, and AI as well as the current trends in ML/statistical approaches to detecting, clustering, and classification of cyber-threats. Providing information on advances in malware and data-driven network security as well as future research directions, it is ideal for graduate students, academicians, faculty members, scientists, software developers, security analysts, computer engineers, programmers, IT specialists, and researchers who are seeking to learn and carry out research in the area of malware and data-driven network security.

Information Security and Ethics: Concepts, Methodologies, Tools, and Applications

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Author : Nemati, Hamid
Publisher : IGI Global
ISBN 13 : 1599049384
Total Pages : 4478 pages
Book Rating : 4.5/5 (99 download)

Book Synopsis Information Security and Ethics: Concepts, Methodologies, Tools, and Applications by : Nemati, Hamid

Download or read book Information Security and Ethics: Concepts, Methodologies, Tools, and Applications written by Nemati, Hamid and published by IGI Global. This book was released on 2007-09-30 with total page 4478 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents theories and models associated with information privacy and safeguard practices to help anchor and guide the development of technologies, standards, and best practices. Provides recent, comprehensive coverage of all issues related to information security and ethics, as well as the opportunities, future challenges, and emerging trends related to this subject.

Emerging Trends and Applications of the Internet of Things

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Author : Kocovic, Petar
Publisher : IGI Global
ISBN 13 : 152252438X
Total Pages : 349 pages
Book Rating : 4.5/5 (225 download)

Book Synopsis Emerging Trends and Applications of the Internet of Things by : Kocovic, Petar

Download or read book Emerging Trends and Applications of the Internet of Things written by Kocovic, Petar and published by IGI Global. This book was released on 2017-03-16 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: The widespread availability of technologies has increased exponentially in recent years. This ubiquity has created more connectivity and seamless integration among technology devices. Emerging Trends and Applications of the Internet of Things is an essential reference publication featuring the latest scholarly research on the surge of connectivity between computing devices in modern society, as well as the benefits and challenges of this. Featuring extensive coverage on a broad range of topics such as cloud computing, spatial cognition, and ultrasonic sensing, this book is ideally designed for researchers, professionals, and academicians seeking current research on upcoming advances in the Internet of Things (IoT).

Cognitive Analytics: Concepts, Methodologies, Tools, and Applications

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Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799824616
Total Pages : 1961 pages
Book Rating : 4.7/5 (998 download)

Book Synopsis Cognitive Analytics: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Cognitive Analytics: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-03-06 with total page 1961 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries, including business and healthcare. It is necessary to develop specific software programs that can analyze and interpret large amounts of data quickly in order to ensure adequate usage and predictive results. Cognitive Analytics: Concepts, Methodologies, Tools, and Applications provides emerging perspectives on the theoretical and practical aspects of data analysis tools and techniques. It also examines the incorporation of pattern management as well as decision-making and prediction processes through the use of data management and analysis. Highlighting a range of topics such as natural language processing, big data, and pattern recognition, this multi-volume book is ideally designed for information technology professionals, software developers, data analysts, graduate-level students, researchers, computer engineers, software engineers, IT specialists, and academicians.

Multimedia Technologies: Concepts, Methodologies, Tools, and Applications

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Author : Syed, Mahbubur Rahman
Publisher : IGI Global
ISBN 13 : 1599049546
Total Pages : 1966 pages
Book Rating : 4.5/5 (99 download)

Book Synopsis Multimedia Technologies: Concepts, Methodologies, Tools, and Applications by : Syed, Mahbubur Rahman

Download or read book Multimedia Technologies: Concepts, Methodologies, Tools, and Applications written by Syed, Mahbubur Rahman and published by IGI Global. This book was released on 2008-06-30 with total page 1966 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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.