Big Data Analytics with Spark is a step-by-step guide for learning Spark, which is an open-source fast and general-purpose cluster computing framework for large-scale data analysis. You will learn how to use Spark for different types of big data analytics projects, including batch, interactive, graph, and stream data analysis as well as machine learning. In addition, this book will help you bec…
This book constitutes the refereed proceedings of the 17th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2015, held in Valencia, Spain, September 2015. The 31 revised full papers presented were carefully reviewed and selected from 90 submissions. The papers are organized in topical sections similarity measure and clustering; data mining; social computing; hetero…
This book is a collection of chapters written by experts on various aspects of big data. The book aims to explain what big data is and how it is stored and used. The book starts from the fundamentals and builds up from there. It is intended to serve as a review of the state-of-the-practice in the field of big data handling. The traditional framework of relational databases can no longer provid…
Tutorial yang bergerak cepat ini memperkenalkan Anda pada OCaml, sebuah pemrograman kekuatan industri bahasa yang dirancang untuk ekspresi, keamanan, dan kecepatan. Melalui buku banyak contoh, Anda akan segera mempelajari bagaimana OCaml menonjol sebagai alat untuk menulis dengan cepat, kode sistem yang ringkas dan mudah dibaca menggunakan pemrograman fungsional.
Berkontribusi menambah wawasan pengetahuan mendasar untuk perdebatan sosial secara akademis tentang aspek kritis dari permainan video digital.
New digital technologies, from AI-fired “legal tech” tools to virtual proceedings, are transforming the legal system. But much of the debate surrounding legal tech has zoomed out to a nebulous future of “robo-judges” and “robo-lawyers.” This volume is an antidote. Zeroing in on the near- to medium-term, it provides a concrete, empirically minded synthesis of the impact of new digita…
This book constitutes the refereed proceedings of the 10th International Workshop on Augmented Environments for Computer-Assisted Interventions, held in conjunction with MICCAI 2015, in Munich, Germany in October 2015. The 15 revised full papers presented were carefully reviewed and selected from 21 submissions. The objective of the AE-CAI workshop was to attract scientific contributions that…
This book illustrates the commonly used and novel approaches of audio watermarking for copyrights protection. The author examines the theoretical and practical step by step guide to the topic of data hiding in audio signal such as music, speech, broadcast. The book covers new techniques developed by the authors are fully explained and MATLAB programs, for audio watermarking and audio quality as…
Many leading experts contribute to this follow-up to An Introduction to Reservoir Simulation Using MATLAB/GNU Octave: User Guide for the MATLAB Reservoir Simulation Toolbox (MRST). It introduces more advanced functionality that has been recently added to the open-source MRST software.
Buku ini mengkaji penelitian terbaru tentang merancang strategi pengisian dan pemakaian online untuk kendaraan listrik bergerak (EV) di jaringan pintar. Pertama, arsitektur dan aplikasi disediakan. Kemudian, penulis mengulas karya-karya yang ada tentang desain strategi pengisian dan pemakaian untuk EV. Tantangan kritis dan masalah penelitian diidentifikasi. Solusi yang menjanjikan diusulkan unt…