### Privacy-Aware Knowledge Discovery

#### Novel Applications and New Techniques, 1st Edition

Covering research at the frontier of this field, Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques presents state-of-the-art privacy-preserving data mining techniques for application domains, such as medicine and social networks, that face the increasing heterogeneity and…

Paperback – 2019-07-02

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Industrial Applications of Machine Learning

#### 1st Edition

Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces…

Hardback – 2018-12-10

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Human Capital Systems, Analytics, and Data Mining

#### 1st Edition

Human Capital Systems, Analytics, and Data Mining provides human capital professionals, researchers, and students with a comprehensive and portable guide to human capital systems, analytics and data mining. The main purpose of this book is to provide a rich tool set of methods and tutorials for…

Hardback – 2018-08-22

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Exploratory Data Analysis Using R

#### 1st Edition

Exploratory Data Analysis Using R provides a classroom-tested introduction to exploratory data analysis (EDA) and introduces the range of "interesting" – good, bad, and ugly – features that can be found in data, and why it is important to find them. It also introduces the mechanics of using R to…

Hardback – 2018-05-29

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Spectral Feature Selection for Data Mining

#### 1st Edition

Spectral Feature Selection for Data Mining introduces a novel feature selection technique that establishes a general platform for studying existing feature selection algorithms and developing new algorithms for emerging problems in real-world applications. This technique represents a unified…

Paperback – 2018-04-18

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Feature Engineering for Machine Learning and Data Analytics

#### 1st Edition

Feature engineering plays a vital role in big data analytics. Machine learning and data mining algorithms cannot work without data. Little can be achieved if there are few features to represent the underlying data objects, and the quality of results of those algorithms largely depends on the…

Hardback – 2018-04-04

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Data Science and Analytics with Python

#### 1st Edition

Data Science and Analytics with Python is designed for practitioners in data science and data analytics in both academic and business environments. The aim is to present the reader with the main concepts used in data science using tools developed in Python, such as SciKit-learn, Pandas, Numpy, and…

Paperback – 2017-08-16

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Large-Scale Machine Learning in the Earth Sciences

#### 1st Edition

From the Foreword: "While large-scale machine learning and data mining have greatly impacted a range of commercial applications, their use in the field of Earth sciences is still in the early stages. This book, edited by Ashok Srivastava, Ramakrishna Nemani, and Karsten Steinhaeuser, serves as an…

Hardback – 2017-08-07

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Social Networks with Rich Edge Semantics (Open Access)

#### 1st Edition

Social Networks with Rich Edge Semantics introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types of relationships, different strengths in the directions of a pair, positive and…

Hardback – 2017-08-01

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Mining Software Specifications

#### Methodologies and Applications, 1st Edition

An emerging topic in software engineering and data mining, specification mining tackles software maintenance and reliability issues that cost economies billions of dollars each year. The first unified reference on the subject, Mining Software Specifications: Methodologies and Applications describes…

Paperback – 2017-06-14

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Data Mining for Design and Marketing

#### 1st Edition

Data Mining for Design and Marketing shows how to design and integrate data mining tools into human thinking processes in order to make better business decisions, especially in designing and marketing products and systems. The expert contributors discuss how data mining can identify valuable…

Paperback – 2017-06-07

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Biological Data Mining

#### 1st Edition

Like a data-guzzling turbo engine, advanced data mining has been powering post-genome biological studies for two decades. Reflecting this growth, Biological Data Mining presents comprehensive data mining concepts, theories, and applications in current biological and medical research. Each chapter…

Paperback – 2017-06-07

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Data Mining with R

#### Learning with Case Studies, Second Edition, 2nd Edition

Data Mining with R: Learning with Case Studies, Second Edition uses practical examples to illustrate the power of R and data mining. Providing an extensive update to the best-selling first edition, this new edition is divided into two parts. The first part will feature introductory material,…

Hardback – 2017-01-19

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Data Mining

#### A Tutorial-Based Primer, Second Edition, 2nd Edition

Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results. The text guides students to understand how data mining can be employed to solve real problems and…

Pack - Book & Ebook – 2016-12-01

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Advances in Machine Learning and Data Mining for Astronomy

#### 1st Edition

Advances in Machine Learning and Data Mining for Astronomy documents numerous successful collaborations among computer scientists, statisticians, and astronomers who illustrate the application of state-of-the-art machine learning and data mining techniques in astronomy. Due to the massive amount…

Paperback – 2016-11-16

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Computational Intelligent Data Analysis for Sustainable Development

#### 1st Edition

Going beyond performing simple analyses, researchers involved in the highly dynamic field of computational intelligent data analysis design algorithms that solve increasingly complex data problems in changing environments, including economic, environmental, and social data. Computational…

Paperback – 2016-10-19

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Graph-Based Social Media Analysis

#### 1st Edition

Focused on the mathematical foundations of social media analysis, Graph-Based Social Media Analysis provides a comprehensive introduction to the use of graph analysis in the study of social and digital media. It addresses an important scientific and technological challenge, namely the confluence of…

Hardback – 2015-12-22

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Text Mining and Visualization

#### Case Studies Using Open-Source Tools, 1st Edition

Text Mining and Visualization: Case Studies Using Open-Source Tools provides an introduction to text mining using some of the most popular and powerful open-source tools: KNIME, RapidMiner, Weka, R, and Python. The contributors—all highly experienced with text mining and open-source…

Hardback – 2015-12-18

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Event Mining

#### Algorithms and Applications, 1st Edition

Event mining encompasses techniques for automatically and efficiently extracting valuable knowledge from historical event/log data. The field, therefore, plays an important role in data-driven system management. Event Mining: Algorithms and Applications presents state-of-the-art event mining…

Hardback – 2015-10-20

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Accelerating Discovery

#### Mining Unstructured Information for Hypothesis Generation, 1st Edition

Unstructured Mining Approaches to Solve Complex Scientific Problems As the volume of scientific data and literature increases exponentially, scientists need more powerful tools and methods to process and synthesize information and to formulate new hypotheses that are most likely to be both true…

Hardback – 2015-10-09

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Healthcare Data Analytics

#### 1st Edition

At the intersection of computer science and healthcare, data analytics has emerged as a promising tool for solving problems across many healthcare-related disciplines. Supplying a comprehensive overview of recent healthcare analytics research, Healthcare Data Analytics provides a clear…

Hardback – 2015-06-23

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Data Classification

#### Algorithms and Applications, 1st Edition

Comprehensive Coverage of the Entire Area of ClassificationResearch on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, Data Classification…

Hardback – 2014-07-25

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Computational Business Analytics

#### 1st Edition

Learn How to Properly Use the Latest Analytics Approaches in Your Organization Computational Business Analytics presents tools and techniques for descriptive, predictive, and prescriptive analytics applicable across multiple domains. Through many examples and challenging case studies from a variety…

Hardback – 2013-12-14

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### RapidMiner

#### Data Mining Use Cases and Business Analytics Applications, 1st Edition

Powerful, Flexible Tools for a Data-Driven WorldAs the data deluge continues in today’s world, the need to master data mining, predictive analytics, and business analytics has never been greater. These techniques and tools provide unprecedented insights into data, enabling better decision making…

Hardback – 2013-10-25

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Data Clustering

#### Algorithms and Applications, 1st Edition

Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, Data Clustering: Algorithms and Applications provides complete coverage of the entire area of clustering,…

Hardback – 2013-08-21

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Practical Graph Mining with R

#### 1st Edition

Discover Novel and Insightful Knowledge from Data Represented as a GraphPractical Graph Mining with R presents a "do-it-yourself" approach to extracting interesting patterns from graph data. It covers many basic and advanced techniques for the identification of anomalous or frequently recurring…

Hardback – 2013-07-15

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Support Vector Machines

#### Optimization Based Theory, Algorithms, and Extensions, 1st Edition

Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)—classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs…

Hardback – 2012-12-17

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Service-Oriented Distributed Knowledge Discovery

#### 1st Edition

A new approach to distributed large-scale data mining, service-oriented knowledge discovery extracts useful knowledge from today’s often unmanageable volumes of data by exploiting data mining and machine learning distributed models and techniques in service-oriented infrastructures.…

Hardback – 2012-10-05

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Contrast Data Mining

#### Concepts, Algorithms, and Applications, 1st Edition

A Fruitful Field for Researching Data Mining Methodology and for Solving Real-Life ProblemsContrast Data Mining: Concepts, Algorithms, and Applications collects recent results from this specialized area of data mining that have previously been scattered in the literature, making them more…

Hardback – 2012-09-07

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Intelligent Technologies for Web Applications

#### 1st Edition

The Internet has become an integral part of human life, yet the web still utilizes mundane interfaces to the physical world, which makes Internet operations somewhat mechanical, tedious, and less human-oriented. Filling a large void in the literature, Intelligent Technologies for Web Applications…

Hardback – 2012-05-21

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Foundations of Predictive Analytics

#### 1st Edition

Drawing on the authors’ two decades of experience in applied modeling and data mining, Foundations of Predictive Analytics presents the fundamental background required for analyzing data and building models for many practical applications, such as consumer behavior modeling, risk and marketing…

Hardback – 2012-02-15

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Machine Learning and Knowledge Discovery for Engineering Systems Health Management

#### 1st Edition

Machine Learning and Knowledge Discovery for Engineering Systems Health Management presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. With contributions from many top authorities on the…

Hardback – 2011-11-16

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Music Data Mining

#### 1st Edition

The research area of music information retrieval has gradually evolved to address the challenges of effectively accessing and interacting large collections of music and associated data, such as styles, artists, lyrics, and reviews. Bringing together an interdisciplinary array of top researchers,…

Hardback – 2011-07-12

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Data Clustering in C++

#### An Object-Oriented Approach, 1st Edition

Data clustering is a highly interdisciplinary field, the goal of which is to divide a set of objects into homogeneous groups such that objects in the same group are similar and objects in different groups are quite distinct. Thousands of theoretical papers and a number of books on data clustering…

Hardback – 2011-03-28

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Handbook of Educational Data Mining

#### 1st Edition

Handbook of Educational Data Mining (EDM) provides a thorough overview of the current state of knowledge in this area. The first part of the book includes nine surveys and tutorials on the principal data mining techniques that have been applied in education. The second part presents a set of 25…

Hardback – 2010-10-25

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Introduction to Privacy-Preserving Data Publishing

#### Concepts and Techniques, 1st Edition

Gaining access to high-quality data is a vital necessity in knowledge-based decision making. But data in its raw form often contains sensitive information about individuals. Providing solutions to this problem, the methods and tools of privacy-preserving data publishing enable the publication of…

Hardback – 2010-08-02

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Statistical Data Mining Using SAS Applications

#### 2nd Edition

Statistical Data Mining Using SAS Applications, Second Edition describes statistical data mining concepts and demonstrates the features of user-friendly data mining SAS tools. Integrating the statistical and graphical analysis tools available in SAS systems, the book provides complete statistical…

Hardback – 2010-06-18

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Knowledge Discovery from Data Streams

#### 1st Edition

Since the beginning of the Internet age and the increased use of ubiquitous computing devices, the large volume and continuous flow of distributed data have imposed new constraints on the design of learning algorithms. Exploring how to extract knowledge structures from evolving and time-changing…

Hardback – 2010-05-25

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Relational Data Clustering

#### Models, Algorithms, and Applications, 1st Edition

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. It describes theoretic models and algorithms and, through examples, shows how to apply…

Hardback – 2010-05-19

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Temporal Data Mining

#### 1st Edition

Temporal data mining deals with the harvesting of useful information from temporal data. New initiatives in health care and business organizations have increased the importance of temporal information in data today. From basic data mining concepts to state-of-the-art advances, Temporal Data Mining…

Hardback – 2010-03-10

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Information Discovery on Electronic Health Records

#### 1st Edition

Exploiting the rich information found in electronic health records (EHRs) can facilitate better medical research and improve the quality of medical practice. Until now, a trivial amount of research has been published on the challenges of leveraging this information. Addressing these challenges,…

Hardback – 2009-12-10

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Text Mining

#### Classification, Clustering, and Applications, 1st Edition

The Definitive Resource on Text Mining Theory and Applications from Foremost Researchers in the Field Giving a broad perspective of the field from numerous vantage points, Text Mining: Classification, Clustering, and Applications focuses on statistical methods for text mining and analysis. It…

Hardback – 2009-06-15

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Geographic Data Mining and Knowledge Discovery

#### 2nd Edition

The Definitive Volume on Cutting-Edge Exploratory Analysis of Massive Spatial and Spatiotemporal Databases Since the publication of the first edition of Geographic Data Mining and Knowledge Discovery, new techniques for geographic data warehousing (GDW), spatial data mining, and geovisualization (…

Hardback – 2009-05-27

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Next Generation of Data Mining

#### 1st Edition

Drawn from the US National Science Foundation’s Symposium on Next Generation of Data Mining and Cyber-Enabled Discovery for Innovation (NGDM 07), Next Generation of Data Mining explores emerging technologies and applications in data mining as well as potential challenges faced by the field.…

Hardback – 2008-12-24

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Multimedia Data Mining

#### A Systematic Introduction to Concepts and Theory, 1st Edition

Collecting the latest developments in the field, Multimedia Data Mining: A Systematic Introduction to Concepts and Theory defines multimedia data mining, its theory, and its applications. Two of the most active researchers in multimedia data mining explore how this young area has rapidly developed…

Hardback – 2008-12-02

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Knowledge Discovery for Counterterrorism and Law Enforcement

#### 1st Edition

Most of the research aimed at counterterrorism, fraud detection, or other forensic applications assumes that this is a specialized application domain for mainstream knowledge discovery. Unfortunately, knowledge discovery changes completely when the datasets being used have been manipulated in order…

Hardback – 2008-11-13

CRC Press*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Constrained Clustering

#### Advances in Algorithms, Theory, and Applications, 1st Edition

Since the initial work on constrained clustering, there have been numerous advances in methods, applications, and our understanding of the theoretical properties of constraints and constrained clustering algorithms. Bringing these developments together, Constrained Clustering: Advances in…

Hardback – 2008-08-18

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Computational Methods of Feature Selection

#### 1st Edition

Due to increasing demands for dimensionality reduction, research on feature selection has deeply and widely expanded into many fields, including computational statistics, pattern recognition, machine learning, data mining, and knowledge discovery. Highlighting current research issues, Computational…

Hardback – 2007-10-29

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Automated Data Analysis Using Excel

#### 1st Edition

Because the analysis of copious amounts of data and the preparation of custom reports often take away time from true research, the automation of these processes is paramount to ensure productivity. Exploring the core areas of automation, report generation, data acquisition, and data analysis,…

Paperback – 2007-06-15

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*### Understanding Complex Datasets

#### Data Mining with Matrix Decompositions, 1st Edition

Making obscure knowledge about matrix decompositions widely available, Understanding Complex Datasets: Data Mining with Matrix Decompositions discusses the most common matrix decompositions and shows how they can be used to analyze large datasets in a broad range of application areas. Without…

Hardback – 2007-05-17

Chapman and Hall/CRC*Chapman & Hall/CRC Data Mining and Knowledge Discovery Series*