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  • Multimodal Knowledge Systems

    Construction and Reasoning

    Series series Engineering (R0)
    This book focuses on advancing the integration of multimodal data (text, images, and structured knowledge) to enable precise knowledge extraction and human-like reasoning. The book’s primary objective is to address critical challenges such as modality gaps, semantic misalignment, dataset biases, and static reasoning paradigms. By introducing novel frameworks that unify graph-based learning, ... Leer más

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  • Transformers in Deep Learning Architecture

    Definitive Reference for Developers and Engineers

    "Transformers in Deep Learning Architecture""Transformers in Deep Learning Architecture" presents a comprehensive and rigorous exploration of the transformer paradigm—the foundational architecture that has revolutionized modern artificial intelligence. The book opens by situating transformers within the historical context of neural sequence models, methodically tracing their evolution from ... Leer más

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  • Text-to-Speech Systems and Algorithms

    Definitive Reference for Developers and Engineers

    "Text-to-Speech Systems and Algorithms"“Text-to-Speech Systems and Algorithms” is a comprehensive technical guide that meticulously navigates the landscape of modern speech synthesis. From the foundations of classical TTS architectures to cutting-edge neural techniques, this book unpacks the scientific principles and engineering innovations underpinning the field. It closely examines the ... Leer más

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  • Engineering Design

    Representation and Reasoning

    Contrary to popular mythology, the designs of favorable products and successful systems do not appear suddenly, or magically. This second edition of Engineering Design demonstrates that symbolic representation and related problem-solving methods, offer significant opportunities to clarify and articulate concepts of design to lay a better framework for design research and design education. ... Leer más

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  • Representation Learning for Natural Language Processing

    Edición de Zhiyuan Liu, Yankai Lin, Maosong Sun ...
    Series series Computer Science (R0)
    This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries, including words, sentences and documents, as well as pre-training ... Leer más

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  • Representation Learning for Natural Language Processing

    Series series Computer Science (R0)
    This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those ... Leer más

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  • Generative Deep Learning with Python

    Unleashing the Creative Power of AI by Mastering AI and Python

    Dive into the world of Generative Deep Learning with Python, mastering GANs, VAEs, & autoregressive models through projects & advanced topics. Gain practical skills & theoretical knowledge to create groundbreaking AI applications.Key FeaturesComprehensive coverage of deep learning and generative models.In-depth exploration of GANs, VAEs, & autoregressive models & advanced topics in generative AI ... Leer más

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  • Fuzzy Multicriteria Decision-Making

    Models, Methods and Applications

    Fuzzy Multicriteria Decision-Making: Models, Algorithms and Applications addresses theoretical and practical gaps in considering uncertainty and multicriteria factors encountered in the design, planning, and control of complex systems. Including all prerequisite knowledge and augmenting some parts with a step-by-step explanation of more advanced concepts, the authors provide a systematic and ... Leer más

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  • Foundations of Semantic Communication Networks

    Comprehensive overview of the principles, theories, and techniques needed to build end-to-end semantic communication systems, with case studies included.In this rapidly evolving landscape, the integration of connected intelligence applications highlights the pressing need for networks to gain intelligence in a non-siloed and ad hoc manner. The traditional incremental approach to network design is ... Leer más

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  • GAI 4th: Human-Centered Design and Interaction

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    Series Libro 4 - Generative AI
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  • Neuro-Symbolic Artificial Intelligence

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    Series series Engineering (R0)
    This book highlights and attempts to fill a crucial gap in the existing literature by providing a comprehensive exploration of the emerging field of neuro-symbolic AI. It introduces the concept of neuro-symbolic AI, highlighting its fusion of symbolic reasoning and machine learning. The book covers symbolic AI and knowledge representation, neural networks and deep learning, neuro-symbolic ... Leer más

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  • Sentiment Analysis in the Bio-Medical Domain

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    Series series Biomedical and Life Sciences (R0)
    The abundance of text available in social media and health-related forums and blogs have recently attracted the interest of the public health community to use these sources for opinion mining. This book presents a lexicon-based approach to sentiment analysis in the bio-medical domain, i.e., WordNet for Medical Events (WME). This book gives an insight in handling unstructured textual data and ... Leer más

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