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Advanced Statistical Methods for the Analysis of Large Data-Sets
The theme of the meeting was “Statistical Methods for the Analysis of Large Data-Sets”. In recent years there has been increasing interest in this subject; in fact a huge quantity of information is often available but standard statistical techniques are usually not well suited to managing this kind of data. The conference serves as an important meeting point for European researchers working on this topic and a number of European statistical societies participated in the organization of the event. The book includes 45 papers from a selection of the 156 papers accepted for presentation and discussed at the conference on “Advanced Statistical Methods for the Analysis of Large Data-sets.”
Data Science and Social Research II
The peer-reviewed contributions gathered in this book address methods, software and applications of statistics and data science in the social sciences. The data revolution in social science research has not only produced new business models, but has also provided policymakers with better decision-making support tools. In this volume, statisticians, computer scientists and experts on social research discuss the opportunities and challenges of the social data revolution in order to pave the way for addressing new research problems. The respective contributions focus on complex social systems and current methodological advances in extracting social knowledge from large data sets, as well as modern social research on human behavior and society using large data sets. Moreover, they analyze integrated systems designed to take advantage of new social data sources, and discuss quality-related issues. The papers were originally presented at the 2nd International Conference on Data Science and Social Research, held in Milan, Italy, on February 4-5, 2019.
The Art of Partimento
At the height of the Enlightenment, four conservatories in Naples stood at the center of European composition. Maestros taught their students to compose with unprecedented swiftness and elegance using the partimento. In The Art of Partimento, performer and historian Giorgio Sanguinetti provides students and scholars of composition and music theory an historical chronicle as well as a practical guide, offering them the opportunity not only to understand the life of this fascinating tradition, but to participate in it as well.
Classification and Multivariate Analysis for Complex Data Structures
The growing capabilities in generating and collecting data has risen an urgent need of new techniques and tools in order to analyze, classify and summarize statistical information, as well as to discover and characterize trends, and to automatically bag anomalies. This volume provides the latest advances in data analysis methods for multidimensional data which can present a complex structure: The book offers a selection of papers presented at the first Joint Meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society. Special attention is paid to new methodological contributions from both the theoretical and the applicative point of views, in the fields of Clustering, Classification, Time Series Analysis, Multidimensional Data Analysis, Knowledge Discovery from Large Datasets, Spatial Statistics.
Vincenzo Bellini
This comprehensive bibliography and research guide details all the works currently available on Vincenzo Bellini, the Italian opera composer best known for his work Norma, which is still regularly performed today at Covent Garden and by regional opera companies. 2001, the bicentennial anniversary of Bellini's death, saw several concerts and recordings of his work, raising his academic profile. This volume aims to meet the research needs of all students of Bellini in particular.
Urban Planning as a Trading Zone
'Trading zone' is a concept introduced by Peter Galison in his social scientific research on how scientists representing different sub-cultures and paradigms have been able to coordinate their interaction locally. In this book, Italian and Finnish planning researchers extend the use of the concept to different contexts of urban planning and management, where there is a need for new ideas and tools in managing the interaction of different stakeholders. The trading zone concept is approached as a tool in organizing local platforms and support systems for planning participation, knowledge production, decision making and local conflict management. In relation to the former theses of communicative planning theory that stress the ideals of consensus, mutual understanding and universal reason, the 'trading zone approach', outlined in this book, offers a different perspective. It focuses on the potentiality to coordinate locally the interaction of different stakeholders without requiring the deeper sharing of understandings, values and motives between them. Galison’s commentary comes in the form of the book’s final chapter.
String Virtuosi in Eighteenth-Century Naples
A compelling new study of instrumental music in early modern Naples and of the string virtuosi who disseminated it through Europe.
Large-scale Kernel Machines
Solutions for learning from large scale datasets, including kernel learning algorithms that scale linearly with the volume of the data and experiments carried out on realistically large datasets. Pervasive and networked computers have dramatically reduced the cost of collecting and distributing large datasets. In this context, machine learning algorithms that scale poorly could simply become irrelevant. We need learning algorithms that scale linearly with the volume of the data while maintaining enough statistical efficiency to outperform algorithms that simply process a random subset of the data. This volume offers researchers and engineers practical solutions for learning from large scale ...
Instrumental Music in Late Eighteenth-Century Naples
This book demonstrates the cultivation of instrumental genres by Neapolitan musicians and its significant stature at the royal court. Drawing on archival documents and musical sources, it paints a compelling history of local instrumental music culture and contributes to a wider ethnographic portrait of Naples in the late eighteenth-century.
