Deep Learning Approach To Sentiment Analysis In Health And Well Being
DOWNLOAD
Download Deep Learning Approach To Sentiment Analysis In Health And Well Being PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Deep Learning Approach To Sentiment Analysis In Health And Well Being book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Deep Learning Approach To Sentiment Analysis In Health And Well Being
DOWNLOAD
Author : Anastazia Zunic
language : en
Publisher:
Release Date : 2022
Deep Learning Approach To Sentiment Analysis In Health And Well Being written by Anastazia Zunic and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
A Monograph On Intelligent Data Systems And Computational Learning Modern Applications In Healthcare Environment And Forensics
DOWNLOAD
Author : Sudha M
language : en
Publisher: Deep Science Publishing
Release Date : 2025-05-02
A Monograph On Intelligent Data Systems And Computational Learning Modern Applications In Healthcare Environment And Forensics written by Sudha M and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-02 with Computers categories.
As data and intelligent systems increasingly shape our world, the capability to accurately predict outcomes has evolved from a goal to a necessity. Whether it’s analyzing human health, understanding weather patterns, examining consumer behaviors, or safeguarding natural ecosystems, predictive analytics has emerged as a powerful yet subtle force that informs decision-making across nearly all industries. This monograph, titled " A Monograph on Intelligent Data Systems and Computational Learning: Modern Applications in Healthcare, Environment, and Forensics" arises from a growing demand to clarify the complexities of computational learning and to convert it into a practical framework for addressing real-world challenges. The exploration presented in this volume is both philosophical and technical, rooted in the paradigms of knowledge extraction while also advancing towards innovative applications in healthcare, environmental science, and beyond. Part I lays the groundwork by examining the mathematical, statistical, and algorithmic principles underlying predictive modeling. It offers a detailed overview of the history of computational learning, its intersections with advancements in deep learning, and its spread across various interdisciplinary fields. Readers will navigate familiar realms of classification and regression as well as explore less recognized areas such as pattern-driven inference, ethics, and dimensionality dynamics. In Part II, theory is transformed into practical use or applications. Here, intelligent data systems and computational learning moves beyond just a concept to become an effective tool implemented in various fields such as monitoring fetal health, recognizing sign language, conducting forensic investigations, and delicately interpreting sentiments related to mental health. This Monograph is aimed at scholars, professionals, and inquisitive readers who are looking for a cohesive exploration of the various learning models amid the complexities of real life. May the forthcoming chapters illustrate your path toward a smarter future and better decision at a time.
Itng 2023 20th International Conference On Information Technology New Generations
DOWNLOAD
Author : Shahram Latifi
language : en
Publisher: Springer Nature
Release Date : 2023-05-06
Itng 2023 20th International Conference On Information Technology New Generations written by Shahram Latifi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-06 with Computers categories.
This volume represents the 20th International Conference on Information Technology - New Generations (ITNG), 2023. ITNG is an annual event focusing on state of the art technologies pertaining to digital information and communications. The applications of advanced information technology to such domains as astronomy, biology, education, geosciences, security, and health care are the among topics of relevance to ITNG. Visionary ideas, theoretical and experimental results, as well as prototypes, designs, and tools that help the information readily flow to the user are of special interest. Machine Learning, Robotics, High Performance Computing, and Innovative Methods of Computing are examples of related topics. The conference features keynote speakers, a best student award, poster award, service award, a technical open panel, and workshops/exhibits from industry, government and academia. This publication is unique as it captures modern trends in IT with a balance of theoretical and experimental work. Most other work focus either on theoretical or experimental, but not both. Accordingly, we do not know of any competitive literature.
Sentiment Analysis Unveiled
DOWNLOAD
Author : Neha Nandal
language : en
Publisher: CRC Press
Release Date : 2025-04-02
Sentiment Analysis Unveiled written by Neha Nandal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-02 with Computers categories.
This book is a comprehensive exploration into the realm of sentiment analysis. From deciphering customer sentiments for businesses to understanding public opinions on social media or predicting market trends, the applications are multifaceted and impactful. Sentiment Analysis Unveiled: Techniques, Applications, and Innovations is more than just algorithms and models; it’s about unraveling the emotions, opinions, and perceptions encapsulated within the vast sea of textual data. This book explores topics from opinion mining, social media analysis, deep learning, security concerns, and healthcare systems, and it also delves into the ethical and legal implications of sentiment analysis. Through practical examples, case studies, and discussions on cutting‐edge innovations, the editors aim is to provide a holistic view that empowers you to navigate this field confidently. It involves the analysis of user‐generated content, deciphering sentiments expressed on platforms like Twitter and Facebook, and provides valuable insights into public opinion, brand perception, and emerging trends in the digital landscape. This book is intended for professionals, researchers, and scientists in the field of artificial intelligence and sentiments analysis; it will serve as a valuable resource for both beginners and experienced professionals in the field.
Deep Learning
DOWNLOAD
Author : Manish Soni
language : en
Publisher:
Release Date : 2024-11-13
Deep Learning written by Manish Soni and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-13 with Computers categories.
Welcome to "Deep Learning: A Comprehensive Guide," a book meticulously designed to cater to the needs of learners at various stages of their journey into the fascinating world of deep learning. Whether you are a beginner embarking on your first exploration into artificial intelligence or a seasoned professional looking to deepen your expertise, this book aims to be your trusted companion. Deep learning, a subset of machine learning, has revolutionized the field of artificial intelligence, enabling advancements that were once thought to be the stuff of science fiction. From autonomous vehicles to sophisticated natural language processing systems, deep learning has become the backbone of many cutting-edge technologies. Understanding and mastering deep learning is not just a desirable skill but a necessity for anyone looking to thrive in the modern tech landscape. What This Book Offers This book is not just a theoretical exposition but a practical guide designed to provide you with a holistic learning experience. Here's a glimpse of what you can expect: Structured Content: Starts with neural network basics and advances to topics like convolutional, recurrent, and generative adversarial networks. Each chapter builds on the previous, ensuring a comprehensive learning journey. Online Practice Questions: Each chapter includes practice questions from basic to advanced levels to test and reinforce your understanding. Videos: Instructional videos complement the book's content, offering step-by-step explanations and real-life applications. Exercises and Projects: Includes exercises and hands-on projects that simulate real-world problems, providing practical experience. Lab Activities: Features lab activities using frameworks like TensorFlow and PyTorch for hands-on experimentation with deep learning models. Case Studies: Illustrates the application of deep learning in industries such as healthcare, finance, and entertainment, highlighting its transformative potential. Comprehensive Coverage: Covers a broad spectrum of topics, from theoretical foundations to practical implementations, latest advancements, ethical considerations, and future trends. Who Should Use This Book? This book is designed for: Students and Academics: Pursuing studies in computer science, data science, or related fields. Industry Professionals: Enhancing skills or transitioning into roles involving deep learning. Embarking on the journey to master deep learning is both challenging and rewarding. This book is designed to make that journey as smooth and enlightening as possible. We hope that the combination of theoretical knowledge, practical exercises, projects, and real-world applications will equip you with the skills and confidence needed to excel in the field of deep learning.
Harnessing Ai And Machine Learning For Precision Wellness
DOWNLOAD
Author : Ghosh, Joyeta
language : en
Publisher: IGI Global
Release Date : 2025-03-05
Harnessing Ai And Machine Learning For Precision Wellness written by Ghosh, Joyeta and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-05 with Computers categories.
Advancements in artificial intelligence and machine learning are reshaping healthcare by enabling highly personalized wellness strategies tailored to individual needs. By analyzing vast datasets, including genetic, biometric, and lifestyle information, these technologies can predict disease risks, optimize treatment plans, and recommend proactive health interventions. Precision wellness moves beyond traditional healthcare models, offering dynamic, adaptive solutions that evolve with new scientific discoveries. This shift has the potential to reduce healthcare costs, alleviate the burden on medical systems, and improve overall health outcomes. However, ethical considerations, data privacy, and equitable access remain crucial challenges in realizing the full benefits of AI-driven healthcare. Harnessing AI and Machine Learning for Precision Wellness demystifies the complex world of AI and machine learning in healthcare, exploring how these technologies are being applied across various aspects of wellness. It delves into the mathematical foundations that underpin these technologies, examines real-world case studies, and discusses the ethical considerations that must guide their implementation. This book covers topics such as mathematics, mental health, and preventive care, and is a useful resource for medical and healthcare professionals, computer engineers, data scientists, psychologists, academicians, and researchers.
Neural Information Processing
DOWNLOAD
Author : Mufti Mahmud
language : en
Publisher: Springer Nature
Release Date : 2025-07-06
Neural Information Processing written by Mufti Mahmud and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-06 with Computers categories.
The sixteen-volume set, CCIS 2282-2297, constitutes the refereed proceedings of the 31st International Conference on Neural Information Processing, ICONIP 2024, held in Auckland, New Zealand, in December 2024. The 472 regular papers presented in this proceedings set were carefully reviewed and selected from 1301 submissions. These papers primarily focus on the following areas: Theory and algorithms; Cognitive neurosciences; Human-centered computing; and Applications.
Big Data Analytics In Cognitive Social Media And Literary Texts
DOWNLOAD
Author : Sanjiv Sharma
language : en
Publisher: Springer Nature
Release Date : 2021-10-10
Big Data Analytics In Cognitive Social Media And Literary Texts written by Sanjiv Sharma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-10 with Language Arts & Disciplines categories.
This book provides a comprehensive overview of the theory and praxis of Big Data Analytics and how these are used to extract cognition-related information from social media and literary texts. It presents analytics that transcends the borders of discipline-specific academic research and focuses on knowledge extraction, prediction, and decision-making in the context of individual, social, and national development. The content is divided into three main sections: the first of which discusses various approaches associated with Big Data Analytics, while the second addresses the security and privacy of big data in social media, and the last focuses on the literary text as the literary data in Big Data Analytics. Sharing valuable insights into the etiology behind human cognition and its reflection in social media and literary texts, the book benefits all those interested in analytics that can be applied to literature, history, philosophy, linguistics, literary theory, media & communication studies and computational/digital humanities.
Prioritizing Employee Mental Health And Well Being For Organizational Success
DOWNLOAD
Author : Wongmahesak, Kittisak
language : en
Publisher: IGI Global
Release Date : 2025-04-30
Prioritizing Employee Mental Health And Well Being For Organizational Success written by Wongmahesak, Kittisak and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-30 with Psychology categories.
Prioritizing employee mental health and well-being has become fundamental for organizational success in today’s dynamic work environment. As businesses recognize the direct link between a supportive work culture and employee productivity, engagement, and retention, mental health initiatives are essential. Creating a work environment that promotes mental well-being involves offering resources such as access to counseling services, stress management programs, and fostering a healthy work-life balance. By investing in mental health support, businesses improve the overall well-being of their workforce and enhance creativity, collaboration, and morale. Organizations that proactively address these concerns position themselves as choice employers, demonstrating a commitment to the success of their workforce. Prioritizing Employee Mental Health and Well-Being for Organizational Success explores the crucial link between employee well-being and organizational success, moving beyond simple correlation to examine the complex mechanisms driving this relationship. It features contributions from leading researchers and practitioners across organizational psychology, human resources, and business sustainability, offering diverse perspectives on workplace stress, well-being initiatives, leadership's role in fostering supportive environments, and the long-term financial benefits of prioritizing employee mental health. This book covers topics such as employee wellbeing, data privacy, and psychology, and is a useful resource for business owners, computer engineers, psychologists, academicians, researchers, and scientists.
Intelligent Computing And Optimization
DOWNLOAD
Author : Pandian Vasant
language : en
Publisher: Springer Nature
Release Date : 2024-12-26
Intelligent Computing And Optimization written by Pandian Vasant and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-26 with Computers categories.
This book of Springer Nature is another proof of Springer’s outstanding and greatness on the lively interface of Smart Computational Optimization, Green Infrastructure, Innovative Modeling and Deep Learning Architectures! It is a Master Piece of what our community of Academics and Experts can provide when an Interconnected Approach of Joint, Mutual and Meta Learning is supported by Holistic Operational Research and Experience of the World-Leader Springer Nature! The 7th edition of International Conference on Intelligent Computing and Optimization took place at Baitong Hotel & Resort on October 26–27, 2023, with tremendous support from the global research scholars across the planet. Objective was to celebrate “Global Research Quality with Compassion and Wisdom” with researchers, scholars, experts and investigators in Intelligent Computing and Optimization across the globe,to share knowledge, experience and innovation—a marvelous opportunity for discourse and mutuality by novel research, invention and creativity. This proceedings book of the 7th ICO’2023 is published by Springer Nature—Creativity Label of Inspiration.