Databases

Cognitive Computing is a new topic which aims to simulate human thought processes using computers that self-learn through data mining, pattern reco...

Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revol...

This book focuses on the basic concepts and the related technologies of data mining for social medial. Topics include: big data and social data, da...

How can we give data physical form?And how might those creations change the ways we experience data and the stories it can tell?Making with Data: P...

Based on interdisciplinary research into Directional Change, a new data-driven approach to financial data analysis, Detecting Regime Change in Comp...

A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from todays often unmanageabl...

A core task in statistical analysis, especially in the era of Big Data, is the fitting of flexible, high-dimensional, and non-linear models to nois...

Web mining is the application of data mining strategies to excerpt learning from web information, i.e. web content, web structure, and web usage da...

To be effective, data-intensive systems require extensive ongoing customisation to reflect changing user requirements, organisational policies, and...

The rapid increase of cloud computing, high performance computing (HPC) and the vast growth in Internet and Social Media use have aroused the inter...

Similar to other data mining and machine learning tasks, multi-label learning suffers from dimensionality. An effective way to mitigate this proble...

Machine Learning and Knowledge Discovery for Engineering Systems Health Management presents state-of-the-art tools and techniques for automatically...

This book features original papers from the Doctoral Symposium in 4th International Conference on Smart IoT Systems: Innovations and Computing (SSI...

This book highlights the applications and theory of artificial intelligence in the domain of cybersecurity. The book proposes new approaches and i...

Learn the Julia programming language as quickly as possible. This book is a must-have reference guide that presents the essential Julia syntax in a...

A theoretical and practical guide to using corpus linguistic techniques in stylistic analysisThe use of corpora in stylistics has increased substan...

This book explores the application of generative Large Language Models (LLMs) for extracting and analyzing data from natural language artefacts. Un...

Data mining techniques and algorithms are extensively used to build real-world applications. A practical approach can be applied to data mining tec...