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This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demonstrates that Big Data Analysis opens up new research problems which were either never considered before, or were only considered within a limited range. In addition to providing methodological discussions on the principles of mining Big Data and the difference between traditional statistical data analysis and newer computing frameworks, this book presents recently developed algorithms affecting such areas as business, financial forecasting, human mobility, the Internet of Things, information networks, bioinformatics, medical systems and life science. It explores, through a number of specific examples, how the study of Big Data Analysis has evolved and how it has started and will most likely continue to affect society. While the benefits brought upon by Big Data Analysis are underlined, the book also discusses some of the warnings that have been issued concerning the potential dangers of Big Data Analysis along with its pitfalls and challenges.
This book constitutes selected papers from the Second International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and First International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 and held in September 2020. Due to the COVID-19 pandemic the workshops were held online. The 21 full papers and 3 short papers presented in this volume were thoroughly reviewed and selected from 35 submissions and are organized according to the workshops and their topics: IoT Streams 2020: Stream Learning; Feature Learning; ITEM 2020: Unsupervised Machine Learning; Hardware; Methods; Quantization.
First multi-year cumulation covers six years: 1965-70.
In an urgent call to action, he asks for a world water contract to enshrine fresh water as an essential good to which all people have a right - controlled by communities in the public interest, and with international rules for its equitable management and distribution."--BOOK JACKET.
It's not easy being good at everything. First-year high school student Natsuo Ishido has always been a gifted athlete, and her ability to easily master every sport has not only bought her a life of boredom, but the resentment of everyone else who has had to work hard for their achievements. Not that Natsuo cares what anyone else thinks. All she longs for is a break from the monotony...for a real challenge worthy of pouring all her efforts into. A rival-an equal-worth beating down, crushing, and demoralizing… That all seems like a pipe dream until a pair of annoyingly peppy transfer students arrive from Brazil and start up a brand-new club that teases the challenge she craves-Mixed Martial Arts.
A Agenda 2030 consiste em 17 Objetivos de Desenvolvimento Sustentável (ODS), sucessores dos Objetivos de Desenvolvimento do Milênio (ODM) que visam o combate às desigualdades socioeconômicas e ambientais. Na Agenda estão previstas ações no âmbito local, nacional e internacional nas áreas de agricultura, energia, saúde, educação, erradicação da pobreza, segurança alimentar, redução das desigualdades e outras temáticas. Agir em prol dos Objetivos de Desenvolvimento Sustentável é fundamental para todos os setores da sociedade como governos, autoridades locais; jovens, sociedade civil, mídia, setor privado, sindicatos, academia e outras partes interessadas para impulsionar a...