Enabling AI Applications in Data Science

Enabling AI Applications in Data Science PDF

Author: Aboul-Ella Hassanien

Publisher: Springer Nature

Published: 2020-09-23

Total Pages: 644

ISBN-13: 3030520676

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This book provides a detailed overview of the latest developments and applications in the field of artificial intelligence and data science. AI applications have achieved great accuracy and performance with the help of developments in data processing and storage. It has also gained strength through the amount and quality of data which is the main nucleus of data science. This book aims to provide the latest research findings in the field of artificial intelligence with data science.

ICAE 2022

ICAE 2022 PDF

Author: Prasaja Wikanta

Publisher: European Alliance for Innovation

Published: 2023-06-28

Total Pages: 443

ISBN-13: 1631904116

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This is proceeding for the 5th International Conference on Applied Engineering (ICAE 2022), held online in Batam, Indonesia on 5 October 2022. ICAE is an annual conference organized by Politeknik Negeri Batam. This year, ICAE was structured in 3 tracks namely Electronics, Informatics and Mechanicals. ICAE received 64 papers in various topics including Control Systems and Mechanical Engineering, Applied Mechanics and Control Systems, Computational Mechanics and Microelectronic Circuits and Systems, Micro-Electro-Mechanical System, RFID and Electronics Design, Electronics materials, Sensor Networks, Fuzzy Systems, AI and Expert Systems, Virtual Reality, Augmented Reality, Architecture and Topology, Geo-Information, GIS and Remote Sensing, Multimedia Content, IoT, Semiconductor technology, IoT Devices and other related fields. All submission were peer-reviewed with at least 3 reviewers provided for each paper. A total of 37 selected, which is around 58% acceptance rate. We express gratitude to all who contributed to the success of ICAE 2022. We acknowledge the invaluable assistance of the track chairs and the track program committee members. It required the significant efforts of many people to make this virtual conference possible, especially in this time of COVID-19 pandemic. We thank the Organizing Committee members along with the numerous reviewers for their assistance with the reviews of the submitted manuscripts. These reviewers serve to bring a broad set of perspectives to the research arena. We especially thank the authors who have provided the submitted manuscripts. The quality of these papers is a tribute to the authors and also to the reviewers who have guided any necessary improvement. Last but not least, we are greatly indebted to the three keynote speakers: Prof. Yusep Rosmansyah, S.T., M.Sc., Ph.D from Information Technology Research Division (KKTI), School of Electrical Engineering and Informatics (STEI), Institut Teknologi Bandung (ITB), Indonesia; Dr Hj Mohammad Nabil Almunawar Associate Professor, School of Business and Economics, Universiti Brunei Darussalam; Ashwani Singh, PhD, Global R&D Director Telemecanique Sensors, France; for delivering the keynote speeches in this conference. We hope this ICAE proceeding will have impact to the research community in the longer term.

Multicriteria Decision Aid and Resource Management

Multicriteria Decision Aid and Resource Management PDF

Author: Athanasios Spyridakos

Publisher: Springer Nature

Published: 2023-08-16

Total Pages: 179

ISBN-13: 3031348923

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This book is focused on the application of methodological approaches and systems of multiple criteria decision analysis (MCDA) in the field of resource management. Resource management constitutes a major challenge of modern times. The book comprehensively examines cases of human resources, material resources and natural resources in particular. It focuses on the efficient utilization of these resources to achieve sustainability of economic, environmental and social aspects. Also, the book presents methodological tools which aim to support the decision making at operational, executive and strategic levels.The book presents recent results of scientific research in the field of MCDA and its applications to resource management. It investigates the resource management challenges and introduces innovative methodological approaches and systems for addressing these resources management issues.

From Theory of Knowledge Management to Practice

From Theory of Knowledge Management to Practice PDF

Author: Fausto Pedro García Márquez

Publisher: BoD – Books on Demand

Published: 2024-01-31

Total Pages: 278

ISBN-13: 1837694222

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From Theory of Knowledge Management to Practice is a collaborative compilation featuring contributions from various authors. The book amalgamates analytical principles with the practical aspects of knowledge management in the business realm. Its unique contribution lies in bridging the gap between engineering/technology disciplines and the organizational, administrative, and planning dimensions of knowledge management. This integration is particularly valuable when viewed in conjunction with other sub-disciplines like economics, finance, marketing, and decision and risk analysis, among others. The book not only introduces but also illustrates knowledge management theories through practical case studies. These case studies showcase significant outcomes across different sectors, drawing on diverse real-world scenarios. The theoretical framework is accompanied by relevant analytical techniques, adopting a progressive approach that transitions from basic concepts to intricate and dynamic decision-making processes involving multiple data points, including big data and extensive datasets. The integration of computational techniques, dynamic analysis, probabilistic methods, and mathematical optimization further enhances the book's utility, offering expert support for the analysis of multi-criteria decision-making problems characterized by specific constraints and requirements.

Data Deduplication Approaches

Data Deduplication Approaches PDF

Author: Tin Thein Thwel

Publisher: Academic Press

Published: 2020-11-25

Total Pages: 406

ISBN-13: 0128236337

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In the age of data science, the rapidly increasing amount of data is a major concern in numerous applications of computing operations and data storage. Duplicated data or redundant data is a main challenge in the field of data science research. Data Deduplication Approaches: Concepts, Strategies, and Challenges shows readers the various methods that can be used to eliminate multiple copies of the same files as well as duplicated segments or chunks of data within the associated files. Due to ever-increasing data duplication, its deduplication has become an especially useful field of research for storage environments, in particular persistent data storage. Data Deduplication Approaches provides readers with an overview of the concepts and background of data deduplication approaches, then proceeds to demonstrate in technical detail the strategies and challenges of real-time implementations of handling big data, data science, data backup, and recovery. The book also includes future research directions, case studies, and real-world applications of data deduplication, focusing on reduced storage, backup, recovery, and reliability. Includes data deduplication methods for a wide variety of applications Includes concepts and implementation strategies that will help the reader to use the suggested methods Provides a robust set of methods that will help readers to appropriately and judiciously use the suitable methods for their applications Focuses on reduced storage, backup, recovery, and reliability, which are the most important aspects of implementing data deduplication approaches Includes case studies

Sustainable Technology and Advanced Computing in Electrical Engineering

Sustainable Technology and Advanced Computing in Electrical Engineering PDF

Author: Vasundhara Mahajan

Publisher: Springer Nature

Published: 2022-11-02

Total Pages: 1205

ISBN-13: 9811943648

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The book includes peer-reviewed papers of the International Conference on Sustainable Technology and Advanced Computing in Electrical Engineering (ICSTACE 2021). The main focus of the book is electrical engineering. The conference aims to provide a global platform to the researchers for sharing and showcasing their discoveries/findings/innovations. The book focuses on the areas related to sustainable development and includes research works from academicians and industry experts. The book discusses new challenges and provides solutions at the interface of technology, information, complex systems, and future research directions.

Blockchain Technology for IoE

Blockchain Technology for IoE PDF

Author: Arun Solanki

Publisher: CRC Press

Published: 2023-09-29

Total Pages: 293

ISBN-13: 1000953270

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This book explores opportunities and challenges in the field of Internet of Everything (IoE) security and privacy under the umbrella of distributed ledger technologies and blockchain technology including distributed consensus mechanisms, crypto-sensors, encryption algorithms, and fault tolerance mechanisms for devices and systems. It focusses on the applicability of blockchain technology, including architectures and platforms for blockchain and IoE, authentication and encryption algorithms for IoE, malicious transactions detection, blockchain for forensics, and so forth. Outlines the major benefits as well as challenges associated with integration of blockchain with IoE; Describes detailed framework to provide security in IoE using blockchain technology; Reviews various issues while using distributed ledger technologies for IoE; Provides comprehensive coverage of blockchain for IoE in securing information including encryption schemes, authentication, security issues, and challenges; Includes case studies in realistic situations like healthcare informatics, smart industry, and smart transportation. This book is aimed at researchers and graduate students in computing, cryptography, IoT, computer engineering, and networks.

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries PDF

Author: Alessandro Crimi

Publisher: Springer Nature

Published: 2020-05-19

Total Pages: 415

ISBN-13: 303046640X

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The two-volume set LNCS 11992 and 11993 constitutes the thoroughly refereed proceedings of the 5th International MICCAI Brainlesion Workshop, BrainLes 2019, the International Multimodal Brain Tumor Segmentation (BraTS) challenge, the Computational Precision Medicine: Radiology-Pathology Challenge on Brain Tumor Classification (CPM-RadPath) challenge, as well as the tutorial session on Tools Allowing Clinical Translation of Image Computing Algorithms (TACTICAL). These were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Shenzhen, China, in October 2019. The revised selected papers presented in these volumes were organized in the following topical sections: brain lesion image analysis (12 selected papers from 32 submissions); brain tumor image segmentation (57 selected papers from 102 submissions); combined MRI and pathology brain tumor classification (4 selected papers from 5 submissions); tools allowing clinical translation of image computing algorithms (2 selected papers from 3 submissions.)

Proceedings of Second International Conference on Advances in Computer Engineering and Communication Systems

Proceedings of Second International Conference on Advances in Computer Engineering and Communication Systems PDF

Author: A. Brahmananda Reddy

Publisher: Springer Nature

Published: 2022-02-22

Total Pages: 602

ISBN-13: 9811673896

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This book includes original, peer-reviewed research articles from International Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2021), held in VNR Vignana Jyoythi Institute of Engineering and Technology (VNR VJIET), Hyderabad, Telangana, India, during 13–14 August 2021. The book focuses on “Smart Innovations in Mezzanine Technologies, Data Analytics, Networks and Communication Systems” enlargements and reviews on the advanced topics in artificial intelligence, machine learning, data mining and big data computing, knowledge engineering, semantic Web, cloud computing, Internet on Things, cybersecurity, communication systems, and distributed computing and smart systems.