ａｎ - Expert Systems 4

This book offers a clear and comprehensive introduction to broad learning, one of the novel learning problems studied in data mining and machine learning. Broad learning aims at fusing multiple larg……続きを見る

This book introduces a novel type of expert finder system that can determine the knowledge that specific users within a community hold, using explicit and implicit data sources to do so. Further, it……続きを見る

This book provides a comprehensive introduction to rough set-based feature selection. Rough set theory, first proposed by Zdzislaw Pawlak in 1982, continues to evolve. Concerned with the classificat……続きを見る

Throughout history, machines have been introduced to society to help automate tasks, improve productivity, and reduce costs. And, in just a few years, computers have evolved from centralized, number……続きを見る

This monograph gives a complete overview of the techniques and the methods for semantics-aware content representation and shows how to apply such techniques in various use cases, such as recommender……続きを見る

The book offers a comprehensive survey of interval-valued intuitionistic fuzzy sets. It reports on cutting-edge research carried out by the founder of the intuitionistic fuzzy sets, Prof. Krassimir ……続きを見る

This book provides a comprehensive survey of techniques, technologies and applications of Big Data and its analysis. The Big Data phenomenon is increasingly impacting all sectors of business and ind……続きを見る

Learn how to apply modern AI to create powerful cybersecurity solutions for malware, pentesting, social engineering, data privacy, and intrusion detection Key Features Manage data of varying comple……続きを見る

Data science is expanding across industries at a rapid pace, and the companies first to adopt best practices will gain a significant advantage. To reap the benefits, decision makers need to have a c……続きを見る

This quick Julia programming language guide is a condensed code and syntax reference to the Julia 1.x programming language, updated with the latest features of the Julia APIs, libraries, and package……続きを見る

Die Autoren legen beispielhafte Analysemethoden von Social-Media-Daten dar: deskriptive und Data-Mining-Methoden. Mit deren Hilfe werden kundenorientierte Geschäftsmaßnahmen eingeleitet und ein stet……続きを見る

Escolhendo um Framework PHP é uma coleção de livros criados para auxiliar programadores PHP na tarefa de decidirem qual das ferramentas, entre tantas existentes atualmente, é a mais adequada para se……続きを見る

Escolhendo um Framework PHP é uma coleção de livros criados para auxiliar programadores PHP na tarefa de decidirem qual das ferramentas, entre tantas existentes atualmente, é a mais adequada para se……続きを見る

Escolhendo um Framework PHP é uma coleção de livros criados para auxiliar programadores PHP na tarefa de decidirem qual das ferramentas, entre tantas existentes atualmente, é a mais adequada para se……続きを見る

Social media data contains our communication and online sharing, mirroring our daily life. This book looks at how we can use and what we can discover from such big data: Basic knowledge (data & ch……続きを見る

This book discusses the psychological traits associated with drug consumption through the statistical analysis of a new database with information on 1885 respondents and use of 18 drugs. After revie……続きを見る

This book focuses on Web recommender systems, offering an overview of approaches to develop these state-of-the-art systems. It also presents algorithmic approaches in the field of Web recommendation……続きを見る

This monograph discusses software reuse and how it can be applied at different stages of the software development process, on different types of data and at different levels of granularity. Several ……続きを見る

This book analyzes techniques that use the direct and inverse fuzzy transform for image processing and data analysis. The book is divided into two parts, the first of which describes methods and tec……続きを見る

This book provides a general introduction to the most important geophysical exploration methods and their application to forensic sciences. It describes physical principles, campaign procedures and ……続きを見る

This book comprehensively covers the topic of data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. Th……続きを見る

This book offers an introduction and hands-on examples that demonstrate how Learning Analytics (LA) can be used to enhance digital learning, teaching and training at various levels. While the majori……続きを見る

Making use of data is not anymore a niche project but central to almost every project. With access to massive compute resources and vast amounts of data, it seems at least in principle possible to s……続きを見る

This book provides a comprehensive introduction to the application of artificial intelligence in social computing, from fundamental data processing to advanced social network computing. To broaden r……続きを見る

This book lends insight into solving some well-known AI problems using the most efficient problem-solving methods by humans and computers. The book discusses the importance of developing critical-th……続きを見る

Este libro no se dirige exclusivamente a quienes estén vinculados académica o profesionalmente a temas científicos y tecnológicos, sino también al ciudadano promedio que necesita información sobre e……続きを見る

Learn to automate SQL Server operations using frameworks built from metadata-driven stored procedures and SQL Server Integration Services (SSIS). Bring all the power of Transact-SQL (T-SQL) and Micr……続きを見る

Childhood learning is now more screen-based than ever before, and app developers are flocking in droves to this lucrative and exciting market. The younger generation deserves the best, and growing u……続きを見る

This book serves three basic purposes: (1) a tutorial-type reference for complex systems engineering (CSE) concepts and associated terminology, (2) a recommendation of a proposed methodology showing……続きを見る

This book enriches unsupervised outlier detection research by proposing several new distance-based and density-based outlier scores in a k-nearest neighbors’ setting. The respective chapters highlig……続きを見る