Data mining

Healthcare and knowledge management is the need of the era; this book investigates various challenges faced by practitioners in this area.

This book constitutes refereed proceedings of the 12th International Conference on International Conference on Computational Collective Intelligence, ICCCI 2020, held in Da Nang, Vietnam, in November - December 2020.

The consequences of recent floods and flash floods in many parts of the world have been devastating.

This book introduces readers to advanced data science techniques for signal mining in connection with agriculture.

The twenty-first century is a time of intensifying competition and progressive digitization.

This book discusses the advanced databases for the cloud-based application known as NoSQL.

Whether you're running Access, MySQL, SQL Server, Oracle, or PostgreSQL, this book will help you push the limits of traditional SQL to squeeze data effectively from your database.

Big Data Analytics: Digital Marketing and Decision-Making covers the advances related to marketing and business analytics.

A culmination of the authors' years of extensive research on this topic, Relational Data Clustering: Models, Algorithms, and Applications addresses the fundamentals and applications of relational data clustering.

The theme of this book is simple.

Business Analytics (BA) is an evolving phenomenon that showcases the increasing importance of using huge volumes of data to generate value for businesses.

Fuzzy cognitive maps (FCMs) have gained popularity in the scientific community due to their capabilities in modeling and decision making for complex problems.

The importance of accurate recommender systems has been widely recognized by academia and industry, and recommendation is rapidly becoming one of the most successful applications of data mining and machine learning.

This two-volume set of LNCS 11871 and 11872 constitutes the thoroughly refereed conference proceedings of the 20th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2019, held in Manchester, UK, in November 2019.

This book constitutes the refereed proceedings of the 11th SIGSAND/PLAIS EuroSymposium 2018 held in Gdansk, Poland, on September 20, 2018.

The Internet has gone from an Internet of people to an Internet of Things (IoT).

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.

This book provides applications of machine learning in healthcare systems and seeks to close the gap between engineering and medicine.

Interdisciplinary approaches using Machine Learning and Deep Learning techniques are smartly addressing real life challenges and have emerged as an inseparable element of disruption in current times.

Today's Complete, Focused, Up-to-Date Guide to Analytics for Ecommerce Profit from analytics throughout the entire customer experience and lifecycle Make the most of all the fast-changing data sources now available to you For all ecommerce executives, strategists, entrepreneurs, marketers, analysts, and data scientists Ecommerce Analytics is the only complete single-source guide to analytics for your ecommerce business.

Blockchain, a decentralized ledger technology based on cryptographic algorithms, ensures the creation of immutable and tamper-proof ledgers in decentralized systems.

This book constitutes revised selected papers from two workshops held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018, namely:MIDAS 2018 Third Workshop on Mining Data for Financial Applications andPAP 2018 Second International Workshop on Personal Analytics and Privacy.

The only book to cover and compare Oracle's online analytic processing productsWith the acquisition of Hyperion Systems in 2007, Oracle finds itself owning the two most capable OLAP products on the market--Essbase and the OLAP Option to the Oracle Database.

Learn to automate SQL Server operations using frameworks built from metadata-driven stored procedures and SQL Server Integration Services (SSIS).

This book constitutes revised papers from the International Workshops held at the 18th International Conference on Business Process Management, BPM 2020, during September 13-18, 2020.

This book constitutes the refereed proceedings of the 14th IAPR International Workshop on Document Analysis Systems, DAS 2020, held in Wuhan, China, in July 2020.

This book constitutes the proceedings of the 15th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2018, held in Mallorca, Spain, in October 2018.

The purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues.

There are a number of books on computational intelligence (CI), but they tend to cover a broad range of CI paradigms and algorithms rather than provide an in-depth exploration in learning and adaptive mechanisms.

This is an applied handbook for the application of data mining techniques in the CRM framework.

Implement Oracle Business Intelligence ApplicationsProvide actionable business intelligence across the enterprise to enable informed decision-making and streamlined business processes.

Most events and activities in today's world are ordinarily captured using photos, videos and other multimedia content.

Create Beautiful Visualizations that Free Your Data to Tell Powerful Truths "e;The depth of Barrett Clark's knowledge shines through in his writing: clear, concise, and confident.

A suspenseful story about the dangers of unknowingly revealing our most intimate thoughts and actions onlineWhat happens when a naive intern is granted unfettered access to people's most private thoughts and actions?

This book constitutes the refereed proceedings of the 8th International Conference on Evolutionary Computation in Combinatorial Optimization, EvoMUSART 2019, held in Leipzig, Germany, in April 2019, co-located with the Evo*2019 events EuroGP, EvoCOP and EvoApplications.

With a growing number of scientists and engineers using JMP software for design of experiments, there is a need for an example-driven book that supports the most widely used textbook on the subject, Design and Analysis of Experiments by Douglas C.

Discover key information buried in the noise of data by learning a variety of anomaly detection techniques and using the Python programming language to build a robust service for anomaly detection against a variety of data types.

This volume helps to address the genuine 21st century need for advances in data science and computing technology.

Data mining is the science and technology of exploring large and complex bodies of data in order to discover useful patterns.

Collect and scrape different complexities of data from the modern Web using the latest tools, best practices, and techniques Key FeaturesLearn different scraping techniques using a range of Python libraries such as Scrapy and Beautiful SoupBuild scrapers and crawlers to extract relevant information from the webAutomate web scraping operations to bridge the accuracy gap and manage complex business needsBook DescriptionWeb scraping is an essential technique used in many organizations to gather valuable data from web pages.

The three-volume set LNAI 11439, 11440, and 11441 constitutes the thoroughly refereed proceedings of the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, held in Macau, China, in April 2019.

This book constitutes the post-conference proceedings of the 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018, held in Volterra, Italy, in September 2018.

Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python.

In order to make informed decisions, there are three important elements: intuition, trust, and analytics.

This book gathers the latest advances, innovations, and applications in the field of information technology in civil and building engineering, presented at the 18th International Conference on Computing in Civil and Building Engineering (ICCCBE), Sao Paulo, Brazil, August 18-20, 2020.

The use of Electronic Health Records (EHR)/Electronic Medical Records (EMR) data is becoming more prevalent for research.

Learn Big Data from the ground up with this complete and up-to-date resource from leaders in the field Big Data: Concepts, Technology, and Architecture delivers a comprehensive treatment of Big Data tools, terminology, and technology perfectly suited to a wide range of business professionals, academic researchers, and students.

Now, a leader of Northwestern University's prestigious analytics program presents a fully-integrated treatment of both the business and academic elements of marketing applications in predictive analytics.