The wave of data breaches raises two pressing questions: Why dont we defend our networks better? And, what practical incentives can we create to improve our defenses? Why Dont We Defend Better : Data Breaches, Risk Management, and Publi...Daugiau...
Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty crite...Daugiau...
This book constitutes the proceedings of the 16th International Conference on Advanced Data Mining and Applications, ADMA 2020, held in Foshan, China in November 2020.The 35 full papers presented together with 14 short papers papers were carefully...Daugiau...
This book provides a comprehensive overview of music data analysis, from introductory material to advanced concepts. It covers various applications including transcription and segmentation as well as chord and harmony, instrument and tempo recogni...Daugiau...
SummaryPractical Data Science with R, Second Edition takes a practice-oriented approach to explaining basic principles in the ever expanding field of data science. Youll jump right to real-world use cases as you apply th...Daugiau...
There is an ongoing data explosion transpiring that will make previous creations, collections, and storage of data look trivial. Big Data, Mining, and Analytics: Components of Strategic Decision Making ties together big dat...Daugiau...
This book will help you leverage the power of data analysis and apply it to location and geospatial data to gain interesting insights. It presents useful tools and location intelligence techniques in Python to implement geospatial analytics from scr...Daugiau...
Big Data Analytics for Intelligent Healthcare Management covers both the theory and application of hardware platforms and architectures, the development of software methods, techniques and tools, applications and governance, and adoption st...Daugiau...
This Learning Path is your easy reference to explore and build blockchain networks using Ethereum, Hyperledger Fabric, and Hyperledger Composer. Starting with the basics of blockchain, this Learning Path teaches you all that you need to know to deve...Daugiau...
Big data modeling is very challenging to handle using traditional database modeling and management systems. This book will teach you how to model big data using the latest and more efficient tools such as ERWIN, ANACONDA (Python), and WEKA to model...Daugiau...
Splunk is a leading platform and solution for collecting, searching, and extracting value from ever increasing amounts of big data and big data is eating the world! This book covers all the crucial Splunk topics and gives you the information and...Daugiau...
PostgreSQL is a rock-solid, scalable, and safe, enterprise-level relational database. With a broad range of features and stability it is ever increasing in popularity. The book shows you how to take advantages of PostgreSQL 11 features for Server-Si...Daugiau...
Data analysis is a part of computer science and part statistics. An important part of data analysis is validating your assumptions with real-world data to see if there is a pattern or a particular user behavior that you can validate. This book will...Daugiau...
MongoDB has grown to become the de facto NoSQL database with millions of users, from small start-ups to Fortune 500 companies. It can solve problems that are considered difficult, if not impossible, for aging RDBMS technologies. Written for version...Daugiau...
This book focuses on the development of a theory of info-dynamics to support the theory of info-statics in the general theory of information. It establishes the rational foundations of information dynamics and how these foundations relate to the gene...Daugiau...
Foreword by Steven PinkerBlending the informed analysis of The Signal and the Noise with the instructive iconoclasm of Think Like a Freak, a fascinating, illuminating, and witty look at what the vast amounts of information now instantly ava...Daugiau...
A former Google data scientist presents an insiders look at what the vast, instantly available amounts of information from the Internet can reveal about human civilization and society....Daugiau...
Foreword by Steven PinkerBlending the informed analysis of The Signal and the Noise with the instructive iconoclasm of Think Like a Freak, a fascinating, illuminating, and witty look at what the vast amounts of information now instantly ava...Daugiau...
This book constitutes the proceedings of the 4th International Conference on Decision Support Systems, ICDSST 2018, held in Heraklion, Greece, in May 2018. The main topic of this years conference was Sustainable Data-Driven and Evidence B...Daugiau...
