Category: Data Processing

An Introduction to Data Analysis using Aggregation Functions by Simon James

By Simon James

This textbook is helping destiny info analysts understand aggregation functionality idea and techniques in an available approach, targeting a primary knowing of the knowledge and summarization instruments. supplying a vast assessment of contemporary traits in aggregation study, it enhances any research in statistical or laptop studying strategies. Readers will easy methods to application key capabilities in R with no acquiring an in depth programming background.
Sections of the textbook disguise history details and context, aggregating info with averaging capabilities, strength ability, and weighted averages together with the Borda count number. It explains tips to remodel info utilizing normalization or scaling and standardization, in addition to log, polynomial, and rank transforms. The part on averaging with interplay introduces OWS features and the Choquet vital, uncomplicated features that let the dealing with of non-independent inputs. the ultimate chapters research software program research with an emphasis on parameter identity instead of technical aspects.
This textbook is designed for college kids learning computing device technological know-how or company who're drawn to instruments for summarizing and analyzing facts, with out requiring a powerful mathematical history. it's also appropriate for these engaged on refined info technology thoughts who search a greater notion of basic facts aggregation. strategies to the perform questions are integrated within the textbook.

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Mobilitätsrevolution in der Automobilindustrie: Letzte by Sebastian Wedeniwski

By Sebastian Wedeniwski

Internet der Dinge, Cloud Computing, vernetztes Fahrzeug, enormous facts, Analytics – used to be hat all dies eigentlich mit der Automobilindustrie zu tun? Dieses Buch gibt Auskunft über die Zukunft der Mobilität: die traits, die sich aus Digitalisierung, Vernetzung, Individualisierung und Datenfokussierung ergeben. Der Automobilindustrie steht eine grundlegende Transformation bevor. Vor allem die großen, traditionellen Unternehmen werden sich umstellen müssen, neue Geschäftsmodelle entwickeln und diese flexibel umsetzen, mit Hilfe entsprechender Unternehmensarchitekturen. Der Schlüsselbegriff dabei: Geschäftskompetenzen. Die digitale Zukunft des Fahrzeugs hat bereits begonnen – wer wird sie mitgestalten?

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Citation-based Plagiarism Detection: Detecting Disguised and by Bela Gipp

By Bela Gipp

Plagiarism is an issue with far-reaching results for the sciences. despite the fact that, even today’s most sensible software-based structures can basically reliably determine replica & paste plagiarism. Disguised plagiarism kinds, together with paraphrased textual content, cross-language plagiarism, in addition to structural and suggestion plagiarism frequently stay undetected. This weak point of present platforms ends up in a wide percent of medical plagiarism going undetected. Bela Gipp offers an outline of the state-of-the artwork in plagiarism detection and an research of why those methods fail to become aware of disguised plagiarism varieties. the writer proposes Citation-based Plagiarism Detection to handle this shortcoming. not like character-based methods, this method doesn't depend upon textual content comparisons by myself, yet analyzes quotation styles inside files to shape a language-independent "semantic fingerprint" for similarity evaluate. The practicability of Citation-based Plagiarism Detection used to be confirmed via its potential to spot so-far non-machine detectable plagiarism in medical publications.

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Advanced Research in Data Privacy by Guillermo Navarro-Arribas, Vicenç Torra

By Guillermo Navarro-Arribas, Vicenç Torra

This booklet offers an summary of the learn paintings on information privateness and privateness improving applied sciences carried by means of the members of the ARES undertaking. ARES (Advanced examine in privateness an safeguard, CSD2007-00004) has been the most very important learn tasks funded by way of the Spanish executive within the fields of computing device defense and privateness. it really is a part of the now extinct CONSOLIDER INGENIO 2010 software, a hugely aggressive software which aimed to enhance wisdom and open new study traces between best Spanish examine teams. The undertaking begun in 2007 and should end this 2014. Composed by means of 6 study teams from 6 assorted associations, it has accrued a big variety of researchers in the course of its lifetime.

Among the paintings produced by way of the ARES undertaking, one particular paintings package deal has been with regards to privateness. This books gathers works produced by way of participants of the venture regarding facts privateness and privateness bettering applied sciences. The provided works not just summarize very important learn carried within the undertaking but additionally function an summary of the state-of-the-art in present study on facts privateness and privateness improving technologies.

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Play Framework Cookbook by Alexander Reelsen

By Alexander Reelsen

This booklet is in Packt’s Cookbook sequence. A Packt Cookbook comprises recipes for recommendations to an important difficulties you face while operating with a subject. contained in the Cookbook you will discover: a simple and simple to stick with layout, a range of crucial initiatives and difficulties, rigorously equipped directions for fixing the matter successfully, transparent reasons of what you probably did, information for using the answer to different events. this can be the perfect ebook for those that have already written a primary software with the Play Framework or have simply accomplished studying during the documenation. In different phrases - someone who's able to become familiar with Play! Having a uncomplicated wisdom of Java is sweet, in addition to good as a few internet developer abilities – HTML and JavaScript

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Expert One-on-One J2EE Development without EJB by Rod Johnson, J?rgen H?ller

By Rod Johnson, J?rgen H?ller

What is that this publication approximately?

professional One-on-One J2EE improvement with out EJB exhibits Java builders and designers the right way to construct strong J2EE functions with no need to take advantage of company JavaBeans (EJB). This functional, code-intensive advisor presents most sensible practices for utilizing easier and better tools and instruments, together with JavaServer pages, servlets, and light-weight frameworks.

What does this ebook conceal?

The e-book starts by way of reading the boundaries of EJB know-how -- what it does good and never so good. Then the authors consultant you thru choices to EJB for you to use to create greater caliber purposes speedier and at cheaper price -- either agile equipment in addition to new sessions of instruments that experience advanced over the last few years.

They then dive into the main points, exhibiting strategies in accordance with the light-weight framework they pioneered on SourceForge -- essentially the most leading edge open resource groups. They reveal how one can leverage useful ideas and instruments, together with the preferred open resource Spring Framework and Hibernate. This e-book additionally publications you thru efficient options to middle difficulties, equivalent to transaction administration, endurance, remoting, and internet tier layout. you'll study how those choices impact checking out, functionality, and scalability, and observe how light-weight architectures can lower effort and time on many initiatives.

What will you examine from this booklet?

listed here are a few info on what you will find during this ebook:

  • How to discover the easiest and such a lot maintainable structure to your program
  • Effective transaction administration with out EJB
  • How to unravel universal difficulties in company software program improvement utilizing AOP and Inversion of keep watch over
  • Web tier layout and where of the net tier in a well-designed J2EE software
  • Effective info entry options for J2EE purposes with JDBC, Hibernate, and JDO
  • How to leverage open resource items to enhance productiveness and decrease customized coding
  • How to layout for optimum functionality and scalability

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Algorithmes d'approximation (Collection IRIS) by Vijay V. Vazirani

By Vijay V. Vazirani

Le champ des algorithmes d’approximation est aujourd’hui l’un des domaines de recherche les plus actifs en informatique. Une quantit? consid?rable de r?sultats nouveaux a ?t? ?tablie lors de los angeles derni?re d?cennie et a r?volutionn? ce champ d’?tude. Le d?fi relev? par cet ouvrage est de pr?senter clairement les th?ories et m?thodologies sous-jacentes sans rien ?ter ? los angeles beaut? des r?sultats. Ce livre divulge ces questions algorithmiques complexes en proposant des d?monstrations simples et intuitives accompagn?es de nombreux exemples.

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Scheduling in Real-Time Systems by Francis Cottet Joëlle Delacroix Claude Kaiser Zoubir

By Francis Cottet Joëlle Delacroix Claude Kaiser Zoubir Mammeri

* Real-time platforms are utilized in quite a lot of purposes, together with command and keep an eye on platforms, flight keep an eye on, telecommunication platforms, and on-line buy fee* offers an obtainable but entire therapy* of real-time computing and communications structures* Outlines the fundamentals of real-time scheduling and scheduling regulations designed for real-time purposes* every one bankruptcy includes examples and case stories in addition to try out routines and ideas

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