LIBROS DEL AUTOR: m n murty

8 resultados para LIBROS DEL AUTOR: m n murty

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  • Representation in Machine Learning
    M. Avinash / M. N. Murty
    This book provides a concise but comprehensive guide to representation, which forms the core of Machine Learning (ML). State-of-the-art practical applications involve a number of challenges for the analysis of high-dimensional data. Unfortunately, many popular ML algorithms fail to perform, in both theory and practice, when they are confronted with the huge size of the underlyi...
    Disponible

    61,87 €

  • Representation in Machine Learning
    M. Avinash / M. N. Murty
    This book provides a concise but comprehensive guide to representation, which forms the core of Machine Learning (ML). State-of-the-art practical applications involve a number of challenges for the analysis of high-dimensional data. Unfortunately, many popular ML algorithms fail to perform, in both theory and practice, when they are confronted with the huge size of the underlyi...
    Disponible

    48,66 €

  • Machine Learning in Social Networks
    M.N. Murty / Manasvi Aggarwal
    This book deals with network representation learning. It deals with embedding nodes, edges, subgraphs and graphs. There is a growing interest in understanding complex systems in different domains including health, education, agriculture and transportation. Such complex systems are analyzed by modeling, using networks that are aptly called complex networks. Networks are becoming...
    Disponible

    80,38 €

  • Centrality and Diversity in Search
    Anirban Biswas / M.N. Murty
    The concepts of centrality and diversity are highly important in search algorithms, and play central roles in applications of artificial intelligence (AI), machine learning (ML), social networks, and pattern recognition. This work examines the significance of centrality and diversity in representation, regression, ranking, clustering, optimization, and classification.The text i...
    Disponible

    67,16 €

  • Outlier Detection
    G. Athithan / N. N. R. Ranga Suri / Narasimha Murty M
    This book, drawing on recent literature, highlights several methodologies for the detection of outliers and explains how to apply them to solve several interesting real-life problems. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its significance in many contemporary applications. More specifically, the detection of...
    Disponible

    220,80 €

  • Support Vector Machines and Perceptrons
    M.N. Murty / M.NMurty / Rashmi Raghava
    This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizing the margin between two classes. The concerned optimization problem is a convex optimization guaranteeing a globally optimal sol...
    Disponible

    67,13 €

  • Support Vector Machines and Perceptrons
    M.N. Murty / Rashmi Raghava
    This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of machine-learning tasks, including classification. SVMs are associated with maximizing the margin between two classes. The concerned optimization problem is a convex optimization guaranteeing a globally optimal sol...
    Disponible

    48,68 €

  • Environmental Valuation in South Asia
    A. K. Enamul Haque / M. N. Murty / Priya Shyamsundar
    Environmental Valuation in South Asia is about understanding the value of environmental services in South Asia . The book provides an overview of different environmental problems in South Asia and examines how economic valuation techniques can be used to assess these problems. It offers robust evidence of the economic benefits of resource conservation and identifies costs assoc...
    Disponible

    88,49 €