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Applications Of Machine Learning In Hydroclimatology

by Purna C. Nayak e Roshan Srivastav

~~184,84€~~ 166,36€ 10% OFF

 Applications of Machine Learning in Hydroclimatology is a comprehensive exploration of the transformative potential of machine learning for addressing critical challenges in water resources management.
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Shallow Learning Vs. Deep Learning - A Practical Guide For Machine Learning Solutions

~~171,59€~~ 154,43€ 10% OFF

 This book explores the ongoing debate between shallow and deep learning in the field of machine learning. It provides a comprehensive survey of machine learning methods, from shallow learning to deep learning, and examines their applications across various domains. Shallow Learning vs Deep Learning: A Practical Guide for Machine Learning Solutions emphasizes that the choice of a machine learning approach should be informed by the specific characteristics of the dataset, the operational environment, and the unique requirements of each application, rather than being influenced by prevailing trends.In each chapter, the book delves into different application areas, such as engineering, real-world scenarios, social applications, image processing, biomedical applications, anomaly detection, natural language processing, speech recognition, recommendation systems, autonomous systems, and smart grid applications. By comparing and contrasting the effectiveness of shallow and deep learning in these areas, the book provides a framework for thoughtful selection and application of machine learning strategies. This guide is designed for researchers, practitioners, and students who seek to deepen their understanding of when and how to apply different machine learning techniques effectively. Through comparative studies and detailed analyses, readers will gain valuable insights to make informed decisions in their respective fields.
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Affective Computing For Social Good - Enhancing Well-Being, Empathy, And Equity

~~264,34€~~ 237,91€ 10% OFF

 Affective Computing for Social Good: Enhancing Well-being, Empathy, and Equity offers an insightful journey into the intricate realm of affective computing. It covers a spectrum of topics ranging from foundational theories and technologies to ethical considerations and future possibilities.Beginning with "Deciphering the Emotional Spectrum: Advances in Emotion Science and Analysis," it sets the stage by tracing the evolution of understanding human emotions. Subsequent chapters explore practical applications, such as integrating clinical psychology with affective computing for therapeutic progress and leveraging affective computing in diagnosing and managing mood disorders more efficiently.As the narrative unfolds, the book emphasizes the crucial role of affective computing in fostering social justice and equity. It underscores the need for developing inclusive algorithms and databases while addressing ethical challenges like privacy, consent, and the risk of emotional manipulation. These discussions emphasize the significance of ethical deployment and regulation.The book also covers the technical aspects and applications of affective computing, including natural language processing for emotion recognition and analysis, voice emotion detection, and visual emotion recognition. It extends to applications, such as the use of affective computing in health management via recommender systems and personalized well-being interventions in mental health care.Addressing data challenges, "Enhancing Affective Computing with Data Augmentation: Strategies for Overcoming Limited Data Availability" presents solutions for imbalances affecting model performance. "Advancements in Multimodal Emotion Recognition" highlights the integration of facial expressions with physiological signals to improve emotion recognition accuracy and reliability.Concluding with "Ethical Considerations in Affective Computing" and "Cognitive Currents: A Path from Neuroscience to Consciousness," the book connects technical advancements in affective computing with broader ethical and philosophical inquiries surrounding consciousness and the human experience.Features:<ul><li>Helps readers understand the potential benefits of emotionally intelligent AI systems, such as improving mental health care, enhancing education, or promoting more ethical decision-making.</li><li>Addresses ethical considerations related to the development and deployment of emotionally intelligent AI systems, helping readers to become more aware of the potential risks and trade-offs involved.</li><li>Presents new approaches or frameworks for developing emotionally intelligent AI systems, providing readers with innovative ideas and perspectives.</li><li>Provides examples of successful case studies where emotionally intelligent AI systems were used for social good, which may inspire readers to think about how they can contribute to society through AI development.</li></ul>Overall, this book will help readers gain a deeper understanding of the intersection between AI and human emotions, and how this technology can be used to create a more empathetic, compassionate, and socially responsible world.
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Artificial Intelligence And Edge Computing For Sustainable Ocean Health

~~237,84€~~ 214,06€ 10% OFF

 Artificial Intelligence and Edge Computing for Sustainable Ocean Health explores the transformative role of AI and edge computing in preserving and enhancing ocean health. The growing influence of Artificial Intelligence (AI), along with the Internet of Things (IoT) in generating wide coverage of sensor networks, and Edge Computing (EC) has paved the way for investigation of underwater as well as massive marine data, thereby generating huge potential for credible research opportunities for these domains. This book’s journey begins with a broad overview of Artificial Intelligence for Sustainable Ocean Health, setting the foundation for understanding AI''s potential in marine conservation. The subsequent chapter, Role of Artificial Intelligence and Technologies in Improving Ocean Health in Promoting Tourism, illustrates the synergy between technological advancements and sustainable tourism practices, demonstrating how AI can enhance the attractiveness and preservation of marine destinations. The identification, restoration, and monitoring of marine resources along with the utilization of technology continues in Utilization of Underwater Wireless Sensor Network through Supervising a Random Network Environment in the Ocean Environment has been extensively dealt with. The technical challenges of underwater imaging, essential for accurate data collection and analysis has been discussed.The importance of Explainable AI is discussed in chapters like Sustainable Development Goal 14: Explainable AI (XAI) for Ocean Health, Explainable AI (XAI) for Ocean Health: Exploring the Role of Explainable AI in Enhancing Ocean Health, and A Comprehensive Study of AI (XAI) for Ocean Health Monitoring, which emphasize transparency and trust in AI systems. Further, Revolutionizing Internet of Underwater Things with Federated Learning, Underwater Drone, Underwater Imagery with AI/ML and IoT in ROV Technology and Ocean Cleanup has been demonstrated using innovative approaches to addressing underwater challenges. The book also includes a Review on the Optics and Photonics in Environmental Sustainability, focusing on the role of optics in marine conservation. Security issues are tackled in Intelligent Hash Function Based Key-Exchange Scheme for Ocean Underwater Data Transmission, and the overarching potential of AI in marine resource management is discussed in Artificial Intelligence as Key-enabler for Safeguarding the Marine Resources.
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Data Science And Predictive Analytics - Biomedical And Health Applications Using R

by Ivo D. Dinov

~~101,38€~~ 91,24€ 10% OFF

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 This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting-edge machine learning approaches to address a wide range of crucial biomedical informatics, health analytics applications, and decision science challenges.
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Thinking Data Science - A Data Science Practitionerâ€™S Guide

by Poornachandra Sarang

~~54,06€~~ 48,65€ 10% OFF

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 Thinking Data Science will help practising data scientists, academicians, researchers, and students who want to build ML models using the appropriate algorithms and architectures, whether the data be small or big.
ENGLISH

Artificial Intelligence-Based Healthcare Systems

189,25€ + 10% CARD

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 Artificial Intelligence-based Healthcare Systems encourages scientists, engineers, and scholars across the multiple disciplines to design smart intelligent innovations on rural healthcare issues and motivate to collaborate multiple ideas to design best solutions.
ENGLISH

Artificial Intelligence-Based Healthcare Systems

184,84€ + 10% CARD

 Artificial Intelligence-based Healthcare Systems encourages scientists, engineers, and scholars across the multiple disciplines to design smart intelligent innovations on rural healthcare issues and motivate to collaborate multiple ideas to design best solutions.
ENGLISH

Data Science And Predictive Analytics - Biomedical And Health Applications Using R

by Ivo D. Dinov

148,70€ + 10% CARD

free shipping

 This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting-edge machine learning approaches to address a wide range of crucial biomedical informatics, health analytics applications, and decision science challenges.
ENGLISH

Thinking Data Science - A Data Science Practitioner’S Guide

by Poornachandra Sarang

72,86€ + 10% CARD

 Thinking Data Science will help practising data scientists, academicians, researchers, and students who want to build ML models using the appropriate algorithms and architectures, whether the data be small or big.
ENGLISH

Data Science And Predictive Analytics - Biomedical And Health Applications Using R

by Ivo D. Dinov

98,71€ + 10% CARD

 This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting-edge machine learning approaches to address a wide range of crucial biomedical informatics, health analytics applications, and decision science challenges.
ENGLISH

Thinking Data Science - A Data Science Practitionerâ€™S Guide

by Poornachandra Sarang

74,34€ + 10% CARD

free shipping

 Thinking Data Science will help practising data scientists, academicians, researchers, and students who want to build ML models using the appropriate algorithms and architectures, whether the data be small or big.
ENGLISH

Shallow Learning Vs. Deep Learning - A Practical Guide For Machine Learning Solutions

~~175,73€~~ 158,16€ 10% OFF

free shipping
ENGLISH

Artificial Intelligence And Edge Computing For Sustainable Ocean Health

~~177,78€~~ 160,00€ 10% OFF

free shipping
ENGLISH

Affective Computing For Social Good - Enhancing Well-Being, Empathy, And Equity

~~270,36€~~ 243,32€ 10% OFF

free shipping
ENGLISH

Artificial Intelligence And Edge Computing For Sustainable Ocean Health

160,00€

free shipping

OUT OF STOCK OR NOT AVAILABLE
ENGLISH

Large Language Models For Sustainable Urban Development

219,00€

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OUT OF STOCK OR NOT AVAILABLE
ENGLISH

Applications Of Machine Learning In Hydroclimatology

by Purna C. Nayak e Roshan Srivastav

158,16€

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OUT OF STOCK OR NOT AVAILABLE

 Applications of Machine Learning in Hydroclimatology is a comprehensive exploration of the transformative potential of machine learning for addressing critical challenges in water resources management.
ENGLISH

Artificial Intelligence-Based Healthcare Systems

170,33€

free shipping

OUT OF STOCK OR NOT AVAILABLE

 Artificial Intelligence-based Healthcare Systems encourages scientists, engineers, and scholars across the multiple disciplines to design smart intelligent innovations on rural healthcare issues and motivate to collaborate multiple ideas to design best solutions.
ENGLISH

Thinking Data Science - A Data Science Practitioner'S Guide

by Sarang Poornachandra Sarang

OUT OF STOCK OR NOT AVAILABLE

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