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Behavior Computing
'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior computing, or behavior informatics, consists of methodologies, techniques and practical tools for examining and interpreting behaviours in these various worlds. Behavior computing contributes to the in-depth understanding, discovery, applications and management of behavior intelligence. With contributions from leading researchers in this emerging field Behavior Computing: Modeling, Analysis, Mining and Decision includes chapters on: representation and modeling behaviors; behavior ontology; behaviour analysis; behaviour pattern mining; clust...
Data Mining
This book constitutes the refereed proceedings of the 17th Australasian Conference on Data Mining, AusDM 2019, held in Adelaide, SA, Australia, in December 2019. The 20 revised full papers presented were carefully reviewed and selected from 56 submissions. The papers are organized in sections on research track, application track, and industry showcase.
Data Mining
This book constitutes the refereed proceedings of the 16th Australasian Conference on Data Mining, AusDM 2018, held in Bathurst, NSW, Australia, in November 2018. The 27 revised full papers presented together with 3 short papers were carefully reviewed and selected from 80 submissions. The papers are organized in topical sections on classification task; transport, environment, and energy; applied data mining; privacy and clustering; statistics in data science; health, software and smartphone; image data mining; industry showcase.
R Programming: An Approach to Data Analytics
Chapter 1 - Basics of R, Chapter 2 - Data Types in R , Chapter 3 - Data Preparation. Chapter 4 - Graphics using R, Chapter 5 - Statistical Analysis Using R, Chapter 6 - Data Mining Using R, Chapter 7 - Case Studies. Huge volumes of data are being generated by many sources like commercial enterprises, scientific domains and general public daily. According to a recent research, data production will be 44 times greater in 2020 than it was in 2010. Data being a vital resource for business organizations and other domains like education, health, manufacturing etc., its management and analysis is becoming increasingly important. This data, due to its volume, variety and velocity, often referred to ...
Biographical Dictionary of Chinese Women: v. 2: Twentieth Century
The first biographical dictionary in any Western language devoted solely to Chinese women, Biographical Dictionary of Chinese Women is the product of years of research, translation, and writing by scores of China scholars from around the world. Volume II: Twentieth Century includes a far greater range of women than would have been previously possible because of the enormous amount of historical material and scholarly research that has become available recently. They include scientists, businesswomen, sportswomen, military officers, writers, scholars, revolutionary heroines, politicians, musicians, opera stars, film stars, artists, educators, nuns, and more.
Data Mining Applications with R
Data Mining Applications with R is a great resource for researchers and professionals to understand the wide use of R, a free software environment for statistical computing and graphics, in solving different problems in industry. R is widely used in leveraging data mining techniques across many different industries, including government, finance, insurance, medicine, scientific research and more. This book presents 15 different real-world case studies illustrating various techniques in rapidly growing areas. It is an ideal companion for data mining researchers in academia and industry looking for ways to turn this versatile software into a powerful analytic tool. R code, Data and color figures for the book are provided at the RDataMining.com website. - Helps data miners to learn to use R in their specific area of work and see how R can apply in different industries - Presents various case studies in real-world applications, which will help readers to apply the techniques in their work - Provides code examples and sample data for readers to easily learn the techniques by running the code by themselves
Heritage and Nationalism
How was the Roman Empire invoked in Brexit Britain and in Donald Trump’s United States of America, and to what purpose? And why is it critical to answer these kinds of questions? Heritage and Nationalism explores how people’s perceptions and experiences of the ancient past shape political identities in the digital age. It particularly examines the multiple ways in which politicians, parties and private citizens mobilise aspects of the Iron Age, Roman and Medieval past of Britain and Europe to include or exclude ‘others’ based on culture, religion, class, race, ethnicity, etc. Chiara Bonacchi draws on the results of an extensive programme of research involving both data-intensive and ...
Frontiers of Rock Mechanics and Sustainable Development in the 21st Century
These proceedings contain the scientific contributions presented at the 2nd Asian Rock Mechanics Symposium (ISRM 2001 - 2nd ARMS). The theme of the symposium was "Frontiers of Rock Mechanics and Sustainable Development in the 21st Century".
The Oxford Handbook of Chinese Cinemas
What does it mean for a cinematic work to be "Chinese"? Does it refer specifically to a work's subject, or does it also reflect considerations of language, ethnicity, nationality, ideology, or political orientation? Such questions make any single approach to a vast field like "Chinese cinema" difficult at best. Accordingly, The Oxford Handbook of Chinese Cinemas situates the term more broadly among various different phases, genres, and distinct national configurations, while taking care to address the consequences of grouping together so many disparate histories under a single banner. Offering both a platform for cross-disciplinary dialogue and a mapping of Chinese cinema as an expanded fiel...
