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Machine Learning Models and Algorithms for Big Data Classification : Thinking with Examples for Effective Learning

Suthaharan, Shan - 2016 - 1st ed. 2016

Learning -- Modeling and Algorithms -- Supervised Learning Models -- Supervised Learning Algorithms -- Support Vector Machine … -- Decision Tree Learning -- Part IV Understanding Scaling-Up Machine Learning -- Random Forest Learning -- Deep Learning Models …This book presents machine learning models and algorithms to address big data classification problems. Existing machine …

Persistent link: https://www.econbiz.de/10014018109

A Primer on Process Mining : Practical Skills with Python and Graphviz

Ferreira, Diogo R. - 2017

The main goal of this book is to explain the core ideas of process mining, and to demonstrate how they can be implemented using just some basic tools that are available to any computer scientist or data scientist. It describes how to analyze event logs in order to discover the behavior of...

Persistent link: https://www.econbiz.de/10012398334

Process-Mining : Geschäftsprozesse: smart, schnell und einfach

Peters, Ralf; Nauroth, Markus - 2019

Die Autoren geben einen praxisorientierten Einstieg in Process-Mining mit unternehmensbezogenen Anwendungsfällen und einer Marktübersicht der Software, die hilft, Geschäftsprozesse schnell, smart und einfach zu gestalten. Auf Basis von Log-Daten der Geschäftsvorgänge erstellt Process-Mining...

Persistent link: https://www.econbiz.de/10012401674

Recordkeeping, Ethics and Law : Regulatory Models, Participant Relationships and Rights and Responsibilities in the Online World

Iacovino, Livia (ed.) - 2006

Persistent link: https://www.econbiz.de/10013521350

New Horizons for a Data-Driven Economy : A Roadmap for Usage and Exploitation of Big Data in Europe

Cavanillas, José María (ed.); Curry, Edward (ed.); … - 2016 - 1st ed. 2016

In this book readers will find technological discussions on the existing and emerging technologies across the different stages of the big data value chain. They will learn about legal aspects of big data, the social impact, and about education needs and requirements. And they will discover the...

Persistent link: https://www.econbiz.de/10011685638

Data Mining im Personalmanagement : Eine Analyse des Einsatzpotenzials zur Entscheidungsunterstützung

Piazza, Franca - 2010

Mit Data-Mining-Methoden stehen dem Personalmanagement innovative Analysemöglichkeiten zur Verfügung, die dem Entscheidungsträger neue und interessante Informationen liefern können. Franca Piazza untersucht auf Basis der Entscheidungstheorie systematisch und umfassend das Einsatzpotenzial...

Persistent link: https://www.econbiz.de/10014424876

Integration of Information and Optimization Models for Routing in City Logistics

Ehmke, Jan Fabian - 2012

Introduction -- City Logistics -- Attended Home Delivery -- Knowledge Discovery and Data Mining -- Analysis of Floating Car Data -- Provision of Distance Matrices -- Evaluation of Information Models -- Routing in City Logistics -- Evaluation of Optimization Models -- Conclusions and Outlook

Persistent link: https://www.econbiz.de/10014425390

Transportation Analytics in the Era of Big Data

Ukkusuri, Satish V. (ed.); Yang, Chao (ed.) - 2019

This book presents papers based on the presentations and discussions at the international workshop on Big Data Smart Transportation Analytics held July 16 and 17, 2016 at Tongji University in Shanghai and chaired by Professors Ukkusuri and Yang. The book is intended to explore a...

Persistent link: https://www.econbiz.de/10012395880

The Intelligent Marketer’s Guide to Data Privacy : The Impact of Big Data on Customer Trust

Palmatier, Robert W.; Martin, Kelly D. - 2019

Firms are collecting and analyzing customer data at an ever increasing rate in response to evidence that data analytics (precision targeting, improved selling) generates a positive return. Yet efforts often ignore customers’ privacy concerns and feelings of vulnerability with long-term effects...

Persistent link: https://www.econbiz.de/10012396167

Big Data Management

García Márquez, Fausto Pedro (ed.); Lev, Benjamin (ed.) - 2017

This book focuses on the analytic principles of business practice and big data. Specifically, it provides an interface between the main disciplines of engineering/technology and the organizational and administrative aspects of management, serving as a complement to books in other disciplines...

Persistent link: https://www.econbiz.de/10012396332

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