Unveiled Knowledge Unveiling Latent Insights In Data
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Unveiled Knowledge Unveiling Latent Insights In Data
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-04-13
Unveiled Knowledge Unveiling Latent Insights In Data written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-13 with Computers categories.
In the era of exponential data growth, "Unveiled Knowledge: Unveiling Latent Insights in Data" emerges as an invaluable guide to unlocking the hidden treasures of data and transforming it into actionable insights. This comprehensive book empowers readers with the knowledge and skills to navigate the intricate world of data mining and knowledge discovery. Delving into the fundamental concepts of data mining, the book unveils the art of extracting meaningful patterns and relationships from vast amounts of data. It explores a wide range of techniques, from classification and clustering to association rule mining and decision trees, empowering readers to uncover hidden insights and make informed decisions. To ensure successful data mining endeavors, the book emphasizes the importance of data preprocessing, the crucial step of preparing data for analysis. It delves into data cleansing, transformation, sampling, feature selection, and dimensionality reduction, providing readers with a solid foundation for accurate and efficient data analysis. Furthermore, the book introduces the concept of rough sets, a powerful tool for exploring data and making sense of imprecise and uncertain information. Readers will discover the intricacies of approximation spaces, reduct attributes, rough membership functions, and rough entropy, gaining the ability to handle real-world data challenges. The realm of fuzzy sets is also explored, providing readers with a framework for reasoning with partial truths and uncertainties. Fuzzy membership functions, fuzzy logic, and fuzzy control systems are brought to life, enabling readers to embrace the nuances of data and make informed decisions in ambiguous situations. Venturing into the realm of knowledge discovery in databases, the book unveils the process of extracting hidden patterns and relationships from large volumes of data. It covers association rule mining, decision trees, and clustering techniques, empowering readers to uncover valuable insights and make data-driven decisions. If you like this book, write a review on google books!
9th European Medical And Biological Engineering Conference
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Author : Tomaž Jarm
language : en
Publisher: Springer Nature
Release Date : 2024-05-31
9th European Medical And Biological Engineering Conference written by Tomaž Jarm and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-31 with Technology & Engineering categories.
This book informs on new trends, challenges, and solutions, in the multidisciplinary field of biomedical engineering. It covers traditional topics in biomechanics and biomedical signal processing, as well as recent trends relating to the applications of artificial intelligence and IoT in healthcare, wearable devices for patient monitoring, monitoring of medical devices, machine learning applications in medical data, among others. Gathering the second volume of the proceedings of the 9th European Medical and Biological Engineering Conference (EMBEC 2024), held on June 9-13, 2024, in Portorož, Slovenia, this book bridges fundamental and clinically-oriented research, emphasizing the role of translational research in biomedical engineering. It aims at inspiring and fostering communication and collaboration between engineers, physicists, biologists, physicians and other professionals dealing with cutting-edge themes in and advanced technologies serving the broad field of biology and healthcare.
Artificial Intelligence And Information Technologies
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Author : Arvind Dagur
language : en
Publisher: CRC Press
Release Date : 2024-07-31
Artificial Intelligence And Information Technologies written by Arvind Dagur and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-31 with Technology & Engineering categories.
This book contains the proceedings of a non-profit conference with the objective of providing a platform for academicians, researchers, scholars and students from various institutions, universities and industries in India and abroad, and exchanging their research and innovative ideas in the field of Artificial Intelligence and Information Technologies. It begins with exploring the research and innovation in the field of Artificial Intelligence and Information Technologies including secure transaction, monitoring, real time assistance and security for advanced stage learners, researchers and academicians has been presented. It goes on to cover: Broad knowledge and research trends about artificial intelligence and Information Technologies and their role in today’s digital era. Depiction of system model and architecture for clear picture of AI in real life. Discussion on the role of Artificial Intelligence in various real-life problems such as banking, healthcare, navigation, communication, security, etc. Explanation of the challenges and opportunities in AI based Healthcare, education, banking, and related Industries. Recent Information technologies and challenges in this new epoch. This book will be beneficial to researchers, academicians, undergraduate students, postgraduate students, research scholars, professionals, technologists and entrepreneurs.
Essentials Of Data Analysis
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Author : Agasti Khatri
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Essentials Of Data Analysis written by Agasti Khatri and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.
"Essentials of Data Analysis" is an indispensable guide that navigates readers through the world of data-driven decision-making. This book presents essential concepts, techniques, and tools in an accessible and user-friendly manner. It serves as a trusted companion for both beginners and professionals in their data analysis journey. We start by laying a solid foundation in data analysis principles, providing a comprehensive understanding of key concepts and methodologies. The book delves into practical techniques for data manipulation, visualization, and exploration, equipping readers with the skills to extract actionable insights from raw data. Real-world examples, case studies, and hands-on exercises bring abstract concepts to life. We emphasize the ethical and responsible use of data, guiding readers through ethical considerations, privacy concerns, and regulatory requirements. This fosters a culture of ethical awareness and accountability. Additionally, we explore emerging trends and technologies shaping the future of data analysis, such as artificial intelligence, machine learning, augmented analytics, and edge computing. By adopting innovative techniques, readers can drive meaningful change within their organizations. "Essentials of Data Analysis" is a valuable resource for enhancing analytical skills, advancing careers, and understanding the role of data in decision-making.
Artificial Intelligence Solutions For Cyber Physical Systems
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Author : Pushan Kumar Dutta
language : en
Publisher: CRC Press
Release Date : 2024-09-16
Artificial Intelligence Solutions For Cyber Physical Systems written by Pushan Kumar Dutta and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-16 with Computers categories.
Smart manufacturing environments are revolutionizing the industrial sector by integrating advanced technologies, such as the Internet of Things (IoT), artificial intelligence (AI), and robotics, to achieve higher levels of efficiency, productivity, and safety. However, the increasing complexity and interconnectedness of these systems also introduce new security challenges that must be addressed to ensure the safety of human workers and the integrity of manufacturing processes. Key topics include risk assessment methodologies, secure communication protocols, and the development of standard specifications to guide the design and implementation of HCPS. Recent research highlights the importance of adopting a multi-layered approach to security, encompassing physical, network, and application layers. Furthermore, the integration of AI and machine learning techniques enables real-time monitoring and analysis of system vulnerabilities, as well as the development of adaptive security measures. Artificial Intelligence Solutions for Cyber-Physical Systems discusses such best practices and frameworks as NIST Cybersecurity Framework, ISO/IEC 27001, and IEC 62443 of advanced technologies. It presents strategies and methods to mitigate risks and enhance security, including cybersecurity frameworks, secure communication protocols, and access control measures. The book also focuses on the design, implementation, and management of secure HCPS in smart manufacturing environments. It covers a wide range of topics, including risk assessment, security architecture, data privacy, and standard specifications, for HCPS. The book highlights the importance of securing communication protocols, the role of artificial intelligence and machine learning in threat detection and mitigation, and the need for robust cybersecurity frameworks in the context of smart manufacturing.
Self Supervised Learning
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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2024-10-27
Self Supervised Learning written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-27 with Computers categories.
"Self-Supervised Learning: Teaching AI with Unlabeled Data" serves as a definitive guide to one of the most transformative developments in artificial intelligence. This book demystifies the self-supervised learning paradigm, introducing readers to its principles and methodologies, which enable models to leverage vast amounts of unlabeled data effectively. Through clear explanations, the book navigates the theoretical frameworks and core algorithms underpinning self-supervised learning, offering insight into how these techniques unlock unprecedented capabilities in AI systems. Across its chapters, the text examines practical applications in fields like natural language processing, computer vision, and robotics, showcasing the versatility of self-supervised approaches. Readers will gain an understanding of the challenges and ethical considerations associated with deploying these models while exploring the evaluation metrics essential to assessing their performance. With a forward-looking perspective, the book also highlights potential research opportunities and future directions, poised to shape the evolution of AI. Compelling and informative, this book is an indispensable resource for anyone eager to delve into the future of data-driven learning.
Machine Learning Algorithms And Techniques
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Author : Krishna Bonagiri
language : en
Publisher: RK Publication
Release Date : 2024-06-21
Machine Learning Algorithms And Techniques written by Krishna Bonagiri and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-21 with Computers categories.
Machine Learning Algorithms and Techniques the concepts, popular algorithms, and essential techniques of machine learning. A comprehensive covering supervised, unsupervised, and reinforcement learning methods while exploring key algorithms like decision trees, neural networks, clustering, and more. Practical applications and examples bring each algorithm to life, helping readers understand how these models are used to solve real-world problems. Designed for both beginners and experienced practitioners, this book is an ideal guide for mastering the fundamentals and applications of machine learning.
Handbook Of Artificial Intelligence In Psychology
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Author : Farzin Forouzani Fard
language : en
Publisher: Elyasbook
Release Date : 2024-01-14
Handbook Of Artificial Intelligence In Psychology written by Farzin Forouzani Fard and has been published by Elyasbook this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-14 with Psychology categories.
In the vast expanse of human understanding, few domains captivate and baffle as much as the interplay between artificial intelligence (AI) and the intricacies of human psychology. It signifies the merging of two separate realms, each teeming with its unique complexities, mysterious enigmas, and profound implications. Our journey through this book manifests as an exploration, a quest to reveal the intricate dimensions of intellect, language, emotions, cognition, character, and neuropsychology in this AI-defined era.
Machine Learning And Data Mining Annual Volume 2023
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Author :
language : en
Publisher: BoD – Books on Demand
Release Date : 2023-12-13
Machine Learning And Data Mining Annual Volume 2023 written by and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-13 with Computers categories.
The interest within the academic community regarding AI has experienced exponential growth in recent years. Several key factors have contributed to this surge in interest. Firstly, the rapid advancements in AI technologies have showcased their potential to revolutionize various fields, such as healthcare, finance, and transportation, sparking curiosity and enthusiasm among researchers and scholars. Secondly, the availability of vast amounts of data and computing power has enabled academics to delve deeper into AI research, exploring complex algorithms and models to tackle real-world problems. Additionally, the interdisciplinary nature of AI has encouraged collaboration among experts from diverse fields like computer science, neuroscience, psychology, and ethics, fostering a rich exchange of ideas and approaches. With contributions from a diverse group of authors, this book offers a multifaceted perspective on machine learning and data mining. Whether you’re an experienced researcher or a newcomer, this collection is an essential resource for staying at the forefront of these dynamic and influential disciplines.
Marketing Analytics A Key To Market Success
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Author : Dr. Dipa Mitra
language : en
Publisher: Shineeks Publishers
Release Date : 2023-07-05
Marketing Analytics A Key To Market Success written by Dr. Dipa Mitra and has been published by Shineeks Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-05 with Education categories.
The book “Marketing Analytics: A Key to Market Success” emphasizes the need of using data-driven strategies in contemporary marketing environments. The authors, in this book, promote a transition from conventional methods based on intuition to data-driven insights, which are crucial for managing competitive markets. This is an essential guide for marketers as it provides the knowledge and skills to analyze intricate data, forecast industry trends, and customize campaigns to align with changing customer preferences. The book covers a range of subjects, including fundamental analytics, predictive modeling, and tactics for digital engagement. It provides readers with the necessary tools to comprehend the current state of their market and obtain a competitive advantage. It prioritizes customer-focused methods, emphasizing the importance of data in designing successful marketing strategies and establishing market dominance.