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Artificial Intelligence, Machine Learning and User Interface Design

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Title: Artificial Intelligence, Machine Learning and User Interface Design
Description: Artificial Intelligence, Machine Learning and User Interface Design is a forward-thinking compilation of reviews that explores the intersection of Artificial Intelligence (AI), Machine Learning (ML) and User Interface (UI) design. The book showcases recent advancements, emerging trends and the transformative impact of these technologies on digital experiences and technologies.The editors have compiled 14 multidisciplinary topics contributed by over 40 experts, covering foundational concepts of AI and ML, and progressing through intricate discussions on recent algorithms and models. Case studies and practical applications illuminate theoretical concepts, providing readers with actionable insights. From neural network architectures to intuitive interface prototypes, the book covers the entire spectrum, ensuring a holistic understanding of the interplay between these domains.Use cases of AI and ML highlighted in the book include categorization and management of waste, taste perception of tea, bird species identification, content-based image retrieval, natural language processing, code clone detection, knowledge representation, tourism recommendation systems and solid waste management.Advances in Artificial Intelligence, Machine Learning and User Interface Design aims to inform a diverse readership, including computer science students, AI and ML software engineers, UI/UX designers, researchers, and tech enthusiasts.
Authors: Abhijit, Banubakode, Sunita, Dhotre, Chhaya, S. Gosavi, G., S. Mate, Nuzhat, Faiz Shaikh, Sandhya, Arora
Resource Type: eBook.
Subjects: User interfaces (Computer systems), Machine learning, Artificial intelligence
Categories: COMPUTERS / Artificial Intelligence / General, COMPUTERS / User Interfaces, COMPUTERS / Data Science / Machine Learning
Database: eBook Collection (EBSCOhost)
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PubType: eBook
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  Data: Artificial Intelligence, Machine Learning and User Interface Design is a forward-thinking compilation of reviews that explores the intersection of Artificial Intelligence (AI), Machine Learning (ML) and User Interface (UI) design. The book showcases recent advancements, emerging trends and the transformative impact of these technologies on digital experiences and technologies.The editors have compiled 14 multidisciplinary topics contributed by over 40 experts, covering foundational concepts of AI and ML, and progressing through intricate discussions on recent algorithms and models. Case studies and practical applications illuminate theoretical concepts, providing readers with actionable insights. From neural network architectures to intuitive interface prototypes, the book covers the entire spectrum, ensuring a holistic understanding of the interplay between these domains.Use cases of AI and ML highlighted in the book include categorization and management of waste, taste perception of tea, bird species identification, content-based image retrieval, natural language processing, code clone detection, knowledge representation, tourism recommendation systems and solid waste management.Advances in Artificial Intelligence, Machine Learning and User Interface Design aims to inform a diverse readership, including computer science students, AI and ML software engineers, UI/UX designers, researchers, and tech enthusiasts.
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      – Code: 006.3
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: User interfaces (Computer systems)
        Type: general
      – SubjectFull: Machine learning
        Type: general
      – SubjectFull: Artificial intelligence
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      – TitleFull: Artificial Intelligence, Machine Learning and User Interface Design
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2024
            – D: 22
              M: 09
              Type: profile
              Y: 2024
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              Value: 9789815179613
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              Value: 9789815179606
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