Data Mining: The Textbook (Aggarwal Charu C.)(Pevná vazba)

Data Mining: The Textbook (Aggarwal Charu C.)(Pevná vazba)

This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types

Outlier Analysis (Aggarwal Charu C.)(Pevná vazba)

Provides all the fundamental algorithms for outlier analysis in great detail including those for advanced data types, including specific insights into when and why particular algorithms work effectivelyDiscusses the latest ideas in the field such as outlier ensembles, matrix factorization, kernel

Data Mining and Machine Learning: Fundamental Concepts and Algorithms (Zaki Mohammed J.)(Pevná vazba)

The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and

Data Mining for Business Analytics: Concepts, Techniques and Applications in Python (Shmueli Galit)(Pevná vazba)

Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python presents an applied approach to data mining concepts and methods, using Python software for illustration Readers will learn how to implement a variety of popular data mining algorithms in Python (a free and

Computational Approaches to the Network Science of Teams (Li Liangyue)(Pevná vazba)

This comprehensive review for researchers and practitioners in data mining and social networks surveys recent progress in team science. Focusing on underlying network structures, it presents models and algorithms for characterizing, predicting, optimizing, and explaining team performance, plus key

Cricket Performance Management: Mathematical Formulation and Analytics (Saikia Hemanta)(Pevná vazba)

This book focuses on the application of data mining techniques in cricket. It provides detailed examples of how data mining can be helpful for decision-making in sports with special reference to cricket, particularly the quantitative features related to Twenty20 cricket, the latest and the most

Principles of Database Management (LeMahieu Wilfried)(Pevná vazba)

This comprehensive textbook teaches the fundamentals of database design, modeling, systems, data storage, and the evolving world of data warehousing, governance and more. Written by experienced educators and experts in big data, analytics, data quality, and data integration, it provides an

Statistics and Analysis of Scientific Data (Bonamente Massimiliano)(Pevná vazba)

The revised second edition of this textbook provides the reader with a solid foundation in probability theory and statistics as applied to the physical sciences, engineering and related fields. It covers a broad range of numerical and analytical methods that are essential for the correct analysis

Effective Crm Using Predictive Analytics (Chorianopoulos Antonios)(Pevná vazba)

A step-by-step guide to data mining applications in CRM. Following a handbook approach, this book bridges the gap between analytics and their use in everyday marketing, providing guidance on solving real business problems using data mining techniques. The book is organized into three parts. Part

Dartmoor Tin Mining - History and Heritage (Boulton Bruce)(Pevná vazba)

Econometric Analysis of Panel Data (Baltagi Badi H.)(Pevná vazba)

This textbook offers a comprehensive introduction to panel data econometrics, an area that has enjoyed considerable growth over the last two decades. Micro and Macro panels are becoming increasingly available, and methods for dealing with these types of data are in high demand among practitioners

Last Years of Coal Mining in Yorkshire (Grudgings Steve)(Pevná vazba)

Spatial Data Mining: Theory and Application (Li Deren)(Pevná vazba)

- This book is an updated version of a well-received book previously published in Chinese by Science Press of China (the first edition in 2006 and the second in 2013). It offers a systematic and practical overview of spatial data mining, which combines computer science and geo-spatial information

Oxford Textbook of Palliative Nursing (Ferrell Betty Rolling)(Pevná vazba)

The Oxford Textbook of Palliative Nursing remains the most comprehensive treatise on the art and science of palliative care nursing available. Dr. Betty Rolling Ferrell and Dr. Judith A. Paice have invited 162 nursing experts to contribute 76 chapters addressing the physical, psychological, social,

Management Decision-Making, Big Data and Analytics (Gressel Simone)(Pevná vazba)

Accessible and concise, this exciting new textbook examines data analytics from a managerial and organizational perspective and looks at how they can help managers become more effective decision-makers. The book successfully combines theory with practical application, featuring case studies,

Days of Death (McCormac P)(Pevná vazba)

Elwood Black wants complete control over the gold mining community of Thomaston. He surrounds himself with killers such as Clive Carter, outlaw and deadly gunman, and the Goliath-like pugilist, Sheriff Goran Ginsberg. He makes one fatal mistake - his man Carter kills Cyriac Halkias'

Textbook of Veterinary Diagnostic Radiology (Thrall Donald E.)(Pevná vazba)

Learn the latest advances in veterinary diagnostic radiology Textbook of Veterinary Diagnostic Radiology, 7th Edition, is a one-stop resource covering the principles of radiographic technique and interpretation for dogs, cats, and horses. Within this bestselling text, high-quality radiographic

Nelson Textbook of Pediatrics, 2-Volume Set (Kliegman Robert M.)(Pevná vazba)

Welcome to the 21st Edition of Nelson Textbook of Pediatrics - the reference of choice among pediatricians, pediatric residents, and others involved in the care of young patients. This fully revised edition continues to provide the breadth and depth of knowledge you expect from Nelson, while also

John Dixon - The Man Who Could Have Built the Forth Bridge (Pearce Ian)(Pevná vazba)

A colour review of John Dixon's contribution to railway, mining and maritime

Sins of Motherlode (Taylor Gillian F)(Pevná vazba)

Sin was a profitable commodity in a mining town like Motherlode. Lust made money for the madam, wrath and avarice created targets for the manhunter, and the newspaperman was greedy for stories. 'He had no right to take you against your will.' When a prostitute is raped during the robbery of the

The Nature of Adolescence (Coleman John C.)(Paperback)

The new edition of this successful textbook provides an up-to-date introduction to all of the key features of adolescent development. While drawing on the North American literature on adolescence, it highlights European perspectives and also provides unique coverage of the topic by summarising and

The American Psychiatric Association Publishing Textbook of Substance Use Disorder Treatment (Brady Kathleen T.)(Pevná vazba)

Game Theory: An Introduction (Tadelis Steven)(Pevná vazba)

The definitive introduction to game theory This comprehensive textbook introduces readers to the principal ideas and applications of game theory, in a style that combines rigor with accessibility. Steven Tadelis begins with a concise description of rational decision making, and goes on to discuss

Computational Psychiatry: A Primer (Series Peggy)(Pevná vazba)

The first introductory textbook in the emerging, fast-developing field of computational psychiatry.Computational psychiatry applies computational modeling and theoretical approaches to psychiatric questions, focusing on building mathematical models of neural or cognitive phenomena relevant to