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2022 7th International Conference on Data Science and Machine Learning Applications (CDMA)

2022 7th International Conference on Data Science and Machine Learning Applications (CDMA)
Author: IEEE Staff
Publisher:
Total Pages:
Release: 2022-03
Genre:
ISBN: 9781665410151

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The 7th International Conference on Data Science and Machine Learning Applications is aimed to gather researchers and Applications developers from a wide range of Data Science related areas such as data analytics, computational intelligence, machine learning, deep learning, pattern recognition, databases, Big Data and Visualization The Conference will provide opportunities for technical collaboration among data science and machine learning researchers, developers and practitioners in Saudi Arabia, GCC countries and Middle East region Acceptance will be based primarily on originality, significance and quality of contribution All submissions with undergo a blind peer review process before acceptance and possible inclusion in the proceedings of the conference


Deep Learning for Multimedia Processing Applications

Deep Learning for Multimedia Processing Applications
Author: Uzair Aslam Bhatti
Publisher: CRC Press
Total Pages: 313
Release: 2024-02-21
Genre: Computers
ISBN: 1003827950

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Deep Learning for Multimedia Processing Applications is a comprehensive guide that explores the revolutionary impact of deep learning techniques in the field of multimedia processing. Written for a wide range of readers, from students to professionals, this book offers a concise and accessible overview of the application of deep learning in various multimedia domains, including image processing, video analysis, audio recognition, and natural language processing. Divided into two volumes, Volume One begins by introducing the fundamental concepts of deep learning, providing readers with a solid foundation to understand its relevance in multimedia processing. Readers will discover how deep learning techniques enable accurate and efficient image recognition, object detection, semantic segmentation, and image synthesis. The book also covers video analysis techniques, including action recognition, video captioning, and video generation, highlighting the role of deep learning in extracting meaningful information from videos. Furthermore, the book explores audio processing tasks such as speech recognition, music classification, and sound event detection using deep learning models. It demonstrates how deep learning algorithms can effectively process audio data, opening up new possibilities in multimedia applications. Lastly, the book explores the integration of deep learning with natural language processing techniques, enabling systems to understand, generate, and interpret textual information in multimedia contexts. Throughout the book, practical examples, code snippets, and real-world case studies are provided to help readers gain hands-on experience in implementing deep learning solutions for multimedia processing. Deep Learning for Multimedia Processing Applications is an essential resource for anyone interested in harnessing the power of deep learning to unlock the vast potential of multimedia data.


Artificial Intelligence for Education

Artificial Intelligence for Education
Author: Mario Allegra
Publisher: Frontiers Media SA
Total Pages: 151
Release: 2023-11-27
Genre: Education
ISBN: 2832539815

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What learning, teaching, and education will be in the next future is an open question. Nevertheless, believing that an increasing prevalence of AI may not influence the education field seems objectively unlikely. In recent years, the new renaissance of AI has stimulated discussion on how advances in AI can influence the educational sector and the future educational policies and the impact of AI on Technology-Enhanced Learning (TEL). On the other side, the attention of the education sector in artificial intelligence is complemented by the consideration that, since the early days of AI, researchers have shown for the education sector, which has often seen education as one of the preferred application areas. The interaction between the AI and TEL research fields led to the investigation of how the advance in AI could support the development of flexible, inclusive, personalized, engaging, and effective learning tools. Besides, research in this area could be a powerful tool to open the "learning black box" by providing a deeper understanding of how learning occurs. The proposed Research Topic aims to gather contributions that provide a comprehensive picture of how AI is changing educational practices and how the key stakeholders in the educational community (i.e., students, teachers, faculty, and families) perceive this ongoing change. Relevant topics include (but are not limited to): ● AI applications in real-world educational settings ● Intelligent Tutoring Systems ● Adaptive learning environments ● Learning design and AI ● Students profiling: definition of the student model and ethical implications ● Intelligent techniques for objective and integrated students evaluation in TEL ● Teachers' competencies for effective integration of AI into Education ● Teachers’ perceptions of AI: prejudices and attitudes ● The role of cognitive architectures in Education ● Serious games and AI ● Social robotics in Education


Advanced Network Technologies and Intelligent Computing

Advanced Network Technologies and Intelligent Computing
Author: Isaac Woungang
Publisher: Springer Nature
Total Pages: 693
Release: 2023-03-21
Genre: Computers
ISBN: 3031281837

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This book constitutes the refereed proceedings of the Second International Conference on Advanced Network Technologies and Intelligent Computing, ANTIC 2022, held in Varanasi, India, during December 22–24, 2022. The 68 full papers and 11 short papers included in this book were carefully reviewed and selected from 443 submissions. They were organized in two topical sections as follows: Advanced Network Technologies and Intelligent Computing.


Progress in Artificial Intelligence and Pattern Recognition

Progress in Artificial Intelligence and Pattern Recognition
Author: Yanio Hernández Heredia
Publisher: Springer Nature
Total Pages: 490
Release: 2024-01-20
Genre: Computers
ISBN: 3031495527

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This book constitutes the refereed proceedings of the 8th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2023, held in Varadero, Cuba, in October 2023. The 68 papers presented in the proceedings set were carefully reviewed and selected from 38 submissions. The IWAIPR conference aims to provide a leading international forum to promote and disseminate ongoing research into mathematical methods of computing techniques for Artifical Intelligence and Pattern Recognition.


Data Intelligence and Cognitive Informatics

Data Intelligence and Cognitive Informatics
Author: I. Jeena Jacob
Publisher: Springer Nature
Total Pages: 901
Release: 2022-12-02
Genre: Technology & Engineering
ISBN: 9811960046

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The book is a collection of peer-reviewed best selected research papers presented at the International Conference on Data Intelligence and Cognitive Informatics (ICDICI 2021), organized by SCAD College of Engineering and Technology, Tirunelveli, India, during July 6–7, 2022. This book discusses new cognitive informatics tools, algorithms and methods that mimic the mechanisms of the human brain which lead to an impending revolution in understating a large amount of data generated by various smart applications. The book includes novel work in data intelligence domain which combines with the increasing efforts of artificial intelligence, machine learning, deep learning and cognitive science to study and develop a deeper understanding of the information processing systems.


Cybersecurity Management in Education Technologies

Cybersecurity Management in Education Technologies
Author: Ahmed A. Abd El-Latif
Publisher: CRC Press
Total Pages: 206
Release: 2023-12-06
Genre: Education
ISBN: 1003815626

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This book explores the intersection of cybersecurity and education technologies, providing practical solutions, detection techniques, and mitigation strategies to ensure a secure and protected learning environment in the face of evolving cyber threats. With a wide range of contributors covering topics from immersive learning to phishing detection, this book is a valuable resource for professionals, researchers, educators, students, and policymakers interested in the future of cybersecurity in education. Features: • Offers both theoretical foundations and practical guidance for fostering a secure and protected environment for educational advancements in the digital age. • Addresses the need for cybersecurity in education in the context of worldwide changes in education sources and advancements in technology. • Highlights the significance of integrating cybersecurity into educational practices and protecting sensitive information to ensure students’ performance prediction systems are not misused. • Covers a wide range of topics including immersive learning, cybersecurity education, and malware detection, making it a valuable resource for professionals, researchers, educators, students, and policymakers.


Proceedings of the 4th International Conference on Data Science, Machine Learning and Applications

Proceedings of the 4th International Conference on Data Science, Machine Learning and Applications
Author: Amit Kumar
Publisher: Springer Nature
Total Pages: 436
Release: 2023-09-16
Genre: Computers
ISBN: 9819920582

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This book includes peer reviewed articles from the 4th International Conference on Data Science, Machine Learning and Applications, 2022, held at the Hyderabad Institute of Technology & Management on 26-27th December, India. ICDSMLA is one of the most prestigious conferences conceptualized in the field of Data Science & Machine Learning offering in-depth information on the latest developments in Artificial Intelligence, Machine Learning, Soft Computing, Human Computer Interaction, and various data science & machine learning applications. It provides a platform for academicians, scientists, researchers and professionals around the world to showcase broad range of perspectives, practices, and technical expertise in these fields. It offers participants the opportunity to stay informed about the latest developments in data science and machine learning.