Chapman & Hall/CRC Data Mining and Knowledge Discovery Series – serie
Visar alla böcker i serien Chapman & Hall/CRC Data Mining and Knowledge Discovery Series. Handla med fri frakt och snabb leverans.
98 produkter
Graph-Based Social Media Analysis
Häftad, 2020
735 kr
Lägg i varukorg
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 …
Multimedia Data Mining
A Systematic Introduction to Concepts and Theory
Av Zhongfei Zhang, Ruofei Zhang
Häftad, 2019
1042 kr
Lägg i varukorg
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 …
Knowledge Discovery for Counterterrorism and Law Enforcement
Häftad, 2019
1012 kr
Lägg i varukorg
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 …
Introduction to Computational Health Informatics
Av Arvind Kumar Bansal, Javed Iqbal Khan m. fl.
Inbunden, 2020
2588 kr
Lägg i varukorg
This class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and …
Automated Data Analysis Using Excel
Inbunden, 2020
2828 kr
Lägg i varukorg
This new edition covers some of the key topics relating to the latest version of MS Office through Excel 2019, including the creation of custom ribbons by injecting XML code into Excel Workbooks and how to link Excel VBA macros to customize ribbon objects. It now also provides examples in using …
Human Capital Systems, Analytics, and Data Mining
Häftad, 2020
735 kr
Lägg i varukorg
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 …
Feature Engineering for Machine Learning and Data Analytics
Av Guozhu Dong, Huan Liu
Häftad, 2020
757 kr
Lägg i varukorg
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 …
Large-Scale Machine Learning in the Earth Sciences
Av Ashok N. Srivastava, Ramakrishna Nemani m. fl.
Häftad, 2020
735 kr
Lägg i varukorg
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 AshokSrivastava, Ramakrishna Nemani, and Karsten Steinhaeuser, serves as an …
Social Networks with Rich Edge Semantics
Av Quan Zheng, David Skillicorn
Häftad, 2020
764 kr
Lägg i varukorg
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 …
Data Mining with R
Learning with Case Studies, Second Edition
Av Luis Torgo
Häftad, 2020
757 kr
Lägg i varukorg
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, …
Text Mining and Visualization
Case Studies Using Open-Source Tools
Av Markus Hofmann, Andrew Chisholm
Häftad, 2020
735 kr
Lägg i varukorg
This book 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 explain how text data are gathered and processed from a wide variety of sources, including books, server access logs, websites, …
Event Mining
Algorithms and Applications
Av Tao Li
Häftad, 2020
735 kr
Lägg i varukorg
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 …
Accelerating Discovery
Mining Unstructured Information for Hypothesis Generation
Häftad, 2020
764 kr
Lägg i varukorg
Unstructured Mining Approaches to Solve Complex Scientific ProblemsAs 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 and …
Healthcare Data Analytics
Av Chandan K. Reddy, Charu C. Aggarwal
Häftad, 2020
787 kr
Lägg i varukorg
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 …
Industrial Applications of Machine Learning
Av Pedro Larrañaga, David Atienza m. fl.
Häftad, 2020
764 kr
Lägg i varukorg
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 …
Data Classification
Algorithms and Applications
Häftad, 2020
735 kr
Lägg i varukorg
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 …
Knowledge Guided Machine Learning
Accelerating Discovery using Scientific Knowledge and Data
Av Anuj Karpatne, Ramakrishnan Kannan m. fl.
Inbunden, 2022
1883 kr
Lägg i varukorg
Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based models in many disciplines. Yet, these "black-box" ML models have found limited success due to their inability to work well in the presence of …
Knowledge Guided Machine Learning
Accelerating Discovery using Scientific Knowledge and Data
Av Anuj Karpatne, Ramakrishnan Kannan m. fl.
Häftad, 2024
727 kr
Lägg i varukorg
Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered as alternatives to science-based models in many disciplines. Yet, these "black-box" ML models have found limited success due to their inability to work well in the presence of …
Data Science and Machine Learning for Non-Programmers
Using SAS Enterprise Miner
Häftad, 2025
757 kr
Lägg i varukorg
As data continues to grow exponentially, knowledge of data science and machine learning has become more crucial than ever. Machine learning has grown exponentially; however, the abundance of resources can be overwhelming, making it challenging for new learners. This book aims to address this …
Data Science and Machine Learning for Non-Programmers
Using SAS Enterprise Miner
Inbunden, 2024
1567 kr
Lägg i varukorg
As data continues to grow exponentially, knowledge of data science and machine learning has become more crucial than ever. Machine learning has grown exponentially; however, the abundance of resources can be overwhelming, making it challenging for new learners. This book aims to address this …
Advanced Data Science and Analytics with Python
Inbunden, 2020
2562 kr
Lägg i varukorg
Advanced Data Science and Analytics with Python enables data scientists to continue developing their skills and apply them in business as well as academic settings. The subjects discussed in this book are complementary and a follow-up to the topics discussed in Data Science and Analytics with …
Industrial Applications of Machine Learning
Av Pedro Larrañaga, David Atienza m. fl.
Inbunden, 2018
2134 kr
Lägg i varukorg
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 …
Machine Learning and Knowledge Discovery for Engineering Systems Health Management
Av Ashok N. Srivastava, Jiawei Han
E-bok, 2016
1052 kr
Lägg i varukorg
This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. It emphasizes the importance of these techniques in managing the intricate interactions within and between engineering systems to …
Demystifying AI
Data Science and Machine Learning Using IBM SPSS Modeler
Inbunden, 2025
1566 kr
Lägg i varukorg
As artificial intelligence advances at an exponential pace, understanding data science and machine learning has become increasingly essential. Yet, the wide range of available resources can be daunting, posing challenges for beginners. This second book builds on the foundation laid in the first, …
Data Science and Analytics with Python
Häftad, 2025
831 kr
Lägg i varukorg
Since the first edition of “Data Science and Analytics with Python” we have witnessed an unprecedented explosion in the interest and development within the fields of Artificial Intelligence and Machine Learning. This surge has led to the widespread adoption of the book, not just among business …
Data Science and Analytics with Python
Inbunden, 2025
2195 kr
Lägg i varukorg
Since the first edition of “Data Science and Analytics with Python” we have witnessed an unprecedented explosion in the interest and development within the fields of Artificial Intelligence and Machine Learning. This surge has led to the widespread adoption of the book, not just among business …
Exploratory Data Analysis Using R
Häftad, 2026
831 kr
Lägg i varukorg
Exploratory Data Analysis Using R provides a classroom-tested introduction to exploratory data analysis (EDA), and this revised edition is accompanied by the R package ExploreTheData that implements many of the approaches described. As before, the primary focus of the book is on identifying …
Exploratory Data Analysis Using R
Inbunden, 2026
1566 kr
Lägg i varukorg
Exploratory Data Analysis Using R provides a classroom-tested introduction to exploratory data analysis (EDA), and this revised edition is accompanied by the R package ExploreTheData that implements many of the approaches described. As before, the primary focus of the book is on identifying …
Computational Intelligent Data Analysis for Sustainable Development
Av Ting Yu, Nitesh Chawla m. fl.
E-bok, 2016
1126 kr
Lägg i varukorg
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 …
Statistical Data Mining Using SAS Applications
E-bok, 2010
2826 kr
Lägg i varukorg
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 …
