著者:Andrea Burattin
出版社: Springer International Publishing
発売日: 2016年05月26日
After a brief presentation of the state of the art of process-mining techniques, Andrea Burratin proposes different scenarios for the deployment of process-mining projects, and in particular a chara……続きを見る
The authors present tools and concepts of multivariate data analysis by means of exercises and their solutions. The first part is devoted to graphical techniques. The second part deals with multivar……続きを見る
Increasingly, human beings are sensors engaging directly with the mobile Internet. Individuals can now share real-time experiences at an unprecedented scale. Social Sensing: Building Reliable System……続きを見る
This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, dat……続きを見る
Agent-based modeling is a flexible and intuitive approach that is close to both data and theories, which gives it a special position in the majority of scientific communities. Agent models are as mu……続きを見る
Movies will never be the same after you learn how to analyze movie data, including key data mining, text mining and social network analytics concepts. These techniques may then be used in endless ot……続きを見る
The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can ……続きを見る
This book introduces a new logic-based multi-paradigm programming language that integrates logic programming, functional programming, dynamic programming with tabling, and scripting, for use in solv……続きを見る
著者:Wolfgang Balzer
出版社: Springer Berlin Heidelberg
発売日: 2016年02月04日
Der Autor gibt eine umfassende Übersicht der Konzepte für Quality of Service (QoS) und Quality of Experience im Mobilkommunikationsbereich, also die vom Endkunden wahrgenommene Qualität entsprechend……続きを見る
Mit BOINC können hochskalierbare, komplexe und rechenintensive Probleme im Sinne des Public Resource Computing (PRC) Prinzips gelöst werden. Freiwillige melden sich bei einem BOINC-Projekt an und st……続きを見る
Anhand einer verständlichen und ansprechenden Anwendung aus dem Bereich der Tinnitusforschung werden wiederkehrende Problemstellungen und Muster im Bereich mobiler App-Entwicklung analysiert und dis……続きを見る
Das Buch befasst sich mit der Bereitstellung von Daten und Verfahren für analytische Zwecke (Planung, Entscheidung, Controlling sowie Fehlerrückverfolgung) in Unternehmen sowie der notwendigen Reche……続きを見る
This book presents the features and advantages offered by complex networks in the machine learning domain. In the first part, an overview on complex networks and network-based machine learning is pr……続きを見る
Harness the power of procedural content generation to design unique games with Unity
About This Book
Learn the basics of PCG development
Develop a 2D game from start to finish
Explore all the diffe……続きを見る
著者:Sergei V. Chekanov
出版社: Springer International Publishing
発売日: 2016年03月25日
Numerical computation, knowledge discovery and statistical data analysis integrated with powerful 2D and 3D graphics for visualization are the key topics of this book. The Python code examples power……続きを見る
This book presents an exhaustive and timely review of key research work on fuzzy XML data management, and provides readers with a comprehensive resource on the state-of-the art tools and theories in……続きを見る
In diesem essential werden die übergeordneten Zielsetzungen der Applikationsentwicklung und einführung auf vier Evolutionsphasen verteilt, um unterschiedlichen Anforderungen gerecht zu werden. Durch……続きを見る
This book provides a comprehensive overview of the field of pattern mining with evolutionary algorithms. To do so, it covers formal definitions about patterns, patterns mining, type of patterns and ……続きを見る
In response to the need to improve road traffic operation, researchers implement advanced technologies and integration of systems and data, and develop state-of-the-art applications to assist traffi……続きを見る
This book provides a practical approach to designing and implementing a Knowledge Management (KM) Strategy. The book explains how to design KM strategy so as to align business goals with KM objectiv……続きを見る
著者:Yun Yang
出版社: Elsevier Science
発売日: 2016年11月15日
Temporal Data Mining via Unsupervised Ensemble Learning provides the principle knowledge of temporal data mining in association with unsupervised ensemble learning and the fundamental problems of te……続きを見る
Learn to use Apache Pig to develop lightweight big data applications easily and quickly. This book shows you many optimization techniques and covers every context where Pig is used in big data analy……続きを見る
Develop apps and games using the Leap Motion sensor. This book starts with a brief introduction to Leap Motion, then covers getting the Leap Motion working and setting up a Leap Motion development e……続きを見る
This textbook on practical data analytics unites fundamental principles, algorithms, and data. Algorithms are the keystone of data analytics and the focal point of this textbook. Clear and intuitive……続きを見る
This book focuses on the development of wellness protocols for smart home monitoring, aiming to forecast the wellness of individuals living in ambient assisted living (AAL) environments. It describe……続きを見る
著者:Siqing Shan, Qi Yan
出版社: Springer Nature Singapore
発売日: 2017年02月12日
This book mainly addresses the Emergency Response Decision Support System (ERDSS) and its applications, making use of ten related modules and a number of key technologies, especially Disaster Assess……続きを見る
This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adop……続きを見る
This book provides a technical approach to a Business Resilience System with its Risk Atom and Processing Data Point based on fuzzy logic and cloud computation in real time. Its purpose and objectiv……続きを見る