Muskan Garg (114 results)

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Paperback. Condition: new. Paperback. This book presents the basics and recent advancements in natural language processing and information retrieval in a single volume. It will serve as an ideal reference text for graduate students and academic researchers in interdisciplinary areas of electrical engineering, electronics engineering, computer engineering, and information technology. This text emphasizes the existing problem domains and possible new directions in natural language processing and information retrieval. It discusses the importance of information retrieval with the integration of machine learning, deep learning, and word embedding. This approach supports the quick evaluation of real-time data. It covers important topics including rumor detection techniques, sentiment analysis using graph-based techniques, social media data analysis, and language-independent text mining.Features: Covers aspects of information retrieval in different areas including healthcare, data analysis, and machine translation Discusses recent advancements in language- and domain-independent information extraction from textual and/or multimodal data Explains models including decision making, random walk, knowledge graphs, word embedding, n-grams, and frequent pattern mining Provides integrated approaches of machine learning, deep learning, and word embedding for natural language processing Covers latest datasets for natural language processing and information retrieval for social media like TwitterThe text is primarily written for graduate students and academic researchers in interdisciplinary areas of electrical engineering, electronics engineering, computer engineering, and information technology. This book presents the basics and recent advancements in natural language processing and information retrieval in a single volume. It will serve as an ideal reference text for graduate students and academic researchers in interdisciplinary areas of electrical engineering. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Hardcover. Condition: new. Hardcover. This unique book delves into the convergence of artificial intelligence (AI) principlesrooted in scientific knowledge and technological advancementswith the concept of spiritual wellness, exploring their significance in our increasingly automated and digitized world. The author offers a synthesis of two domains often perceived as distinct, appealing to both technologists and spiritual thinkers. Beginning with an exploration of the definitions and scope of "spiritual AI," the book encourages the quantification of spiritual wellness, illustrated through examples from current literature. It sheds light on the evolution of the spiritual quotient, presenting it as an integration of intelligence quotient (IQ) and emotional quotient (EQ), enhanced by dimensions of spirituality. The discussion spans various application domains and delves into the mind's entanglement-like phenomena, raising critical questions: Can a machine truly attain consciousness? How do spiritual wellness and quantum mechanics intertwine? The author invites readers to ask their own questions, contemplate the boundless possibilities of spiritual AI, and challenge existing paradigms. This unique book delves into the convergence of artificial intelligence (AI) principlesrooted in scientific knowledge and technological advancementswith the concept of spiritual wellness, exploring their significance in our increasingly automated and digitized world. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

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Paperback. Condition: Brand New. 300 pages. 9.00x6.00x0.71 inches. In Stock.

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Hardcover. Condition: new. Hardcover. 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: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.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.Presents new approaches or frameworks for developing emotionally intelligent AI systems, providing readers with innovative ideas and perspectives.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.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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

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