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Data Science and Social Research
This edited volume lays the groundwork for Social Data Science, addressing epistemological issues, methods, technologies, software and applications of data science in the social sciences. It presents data science techniques for the collection, analysis and use of both online and offline new (big) data in social research and related applications. Among others, the individual contributions cover topics like social media, learning analytics, clustering, statistical literacy, recurrence analysis and network analysis. Data science is a multidisciplinary approach based mainly on the methods of statistics and computer science, and its aim is to develop appropriate methodologies for forecasting and ...
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.”
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.
Transitions in Mid-Baroque Music
Featuring 102 music examples, this edited collection features contributions by leading scholars from the UK, United States, Australasia and Europe on what characterized the period. This collection focusses on the stylistic and cultural interchange that characterizes the musical period of the mid-Baroque (c.1650-1710). The idea of musical transition during this period is evident in two principal ways: geographical and chronological (the two often overlap). Chapters examine geographical transition by tracing the exchange of regional and national styles, while considering chronological evolution from the perspective of music theory, performance practice, source studies or specific repertoires. Studies range across instrumental and vocal music, both sacred and secular, and encompass some of the main European traditions prevalent at the time: Italian, German, French and English. The collection features contributions by leading scholars from the UK, the United States, Australasia and Europe. CARRIE CHURNSIDE is Associate Professor in Music at the Royal Birmingham Conservatoire (part of Birmingham City University).
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.
ASA 2021 Statistics and Information Systems for Policy Evaluation
This book includes 25 peer-reviewed short papers submitted to the Scientific Opening Conference titled “Statistics and Information Systems for Policy Evaluation”, aimed at promoting new statistical methods and applications for the evaluation of policies and organized by the Association for Applied Statistics (ASA) and the Department of Statistics, Computer Science, Applications DiSIA “G. Parenti” of the University of Florence, jointly with the partners AICQ (Italian Association for Quality Culture), AICQ-CN (Italian Association for Quality Culture North and Centre of Italy), AISS (Italian Academy for Six Sigma), ASSIRM (Italian Association for Marketing, Social and Opinion Research), Comune di Firenze, the SIS – Italian Statistical Society, Regione Toscana and Valmon – Evaluation & Monitoring.
High Performance Algorithms and Software in Nonlinear Optimization
This book contains a selection of papers presented at the conference on High Performance Software for Nonlinear Optimization (HPSN097) which was held in Ischia, Italy, in June 1997. The rapid progress of computer technologies, including new parallel architec tures, has stimulated a large amount of research devoted to building software environments and defining algorithms able to fully exploit this new computa tional power. In some sense, numerical analysis has to conform itself to the new tools. The impact of parallel computing in nonlinear optimization, which had a slow start at the beginning, seems now to increase at a fast rate, and it is reasonable to expect an even greater acceleration ...
