Contemporary Perspectives In Data Mining Volume 2

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Contemporary Perspectives in Data Mining, Volume 2

Author : Kenneth D. Lawrence
Publisher : IAP
ISBN 13 : 1681230895
Total Pages : 239 pages
Book Rating : 4.6/5 (812 download)

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Book Synopsis Contemporary Perspectives in Data Mining, Volume 2 by : Kenneth D. Lawrence

Download or read book Contemporary Perspectives in Data Mining, Volume 2 written by Kenneth D. Lawrence and published by IAP. This book was released on 2015-07-01 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series, Contemporary Perspectives on Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner. Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted from this data by examining the patterns of the data, whether they be associations of groups or things, predictions, sequential relationships between time order events or natural groups. Data mining applications are in marketing (customer loyalty, identifying profitable customers, instore promotions, e-commerce populations); in business (teaching data mining, efficiency of the Chinese automobile industry, moderate asset allocation funds); and techniques (veterinary predictive models, data integrity in the cloud, irregular pattern detection in a mobility network and road safety modeling.)

Contemporary Perspectives in Data Mining

Author : Kenneth D. Lawrence
Publisher : IAP
ISBN 13 : 164802145X
Total Pages : 159 pages
Book Rating : 4.6/5 (48 download)

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Book Synopsis Contemporary Perspectives in Data Mining by : Kenneth D. Lawrence

Download or read book Contemporary Perspectives in Data Mining written by Kenneth D. Lawrence and published by IAP. This book was released on 2021-01-01 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series, Contemporary Perspectives on Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner. Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted from this data by examining the patterns of the data, whether they be associations of groups or things, predictions, sequential relationships between time order events or natural groups. Data mining applications are in business (banking, brokerage, and insurance), marketing (customer relationship, retailing, logistics, and travel), as well as in manufacturing, health care, fraud detection, homeland security and law enforcement.

Contemporary Perspectives in Data Mining, Volume 1

Author : Kenneth D. Lawrence
Publisher : IAP
ISBN 13 : 1623960576
Total Pages : 255 pages
Book Rating : 4.6/5 (239 download)

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Book Synopsis Contemporary Perspectives in Data Mining, Volume 1 by : Kenneth D. Lawrence

Download or read book Contemporary Perspectives in Data Mining, Volume 1 written by Kenneth D. Lawrence and published by IAP. This book was released on 2013-04-01 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series, Contemporary Perspectives on Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner. Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted form this data by examining the patterns of the data, whether they be associations of groups or things, predictions, sequential relationships between time order events or natural groups. Data mining applications are seen in finance (banking, brokerage, insurance), marketing (customer relationships, retailing, logistics, travel), as well as in manufacturing, health care, fraud detection, home-land security, and law enforcement.

Contemporary Perspectives in Data Mining

Author : Kenneth D. Lawrence
Publisher : IAP
ISBN 13 : 1641130563
Total Pages : 169 pages
Book Rating : 4.6/5 (411 download)

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Book Synopsis Contemporary Perspectives in Data Mining by : Kenneth D. Lawrence

Download or read book Contemporary Perspectives in Data Mining written by Kenneth D. Lawrence and published by IAP. This book was released on 2017-09-01 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series, Contemporary Perspectives on Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner. Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted from this data by examining the patterns of the data, whether they be associations of groups or things, predictions, sequential relationships between time order events or natural groups. Data mining applications are in finance (banking, brokerage, and insurance), marketing (customer relationships, retailing, logistics, and travel), as well as in manufacturing, health care, fraud detection, homeland security, and law enforcement.

Achieving Organizational Agility, Intelligence, and Resilience Through Information Systems

Author : Rahman, Hakikur
Publisher : IGI Global
ISBN 13 : 1799848000
Total Pages : 350 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Achieving Organizational Agility, Intelligence, and Resilience Through Information Systems by : Rahman, Hakikur

Download or read book Achieving Organizational Agility, Intelligence, and Resilience Through Information Systems written by Rahman, Hakikur and published by IGI Global. This book was released on 2021-09-10 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology continues to be a ubiquitous force that propels businesses to success, it is imperative that updated studies are continuously undertaken to ensure that the most efficient tools and techniques are being utilized. In the current business environment, organizations that can improve their agility and business intelligence are able to become much more resilient and viable competitors in the global economy. Achieving Organizational Agility, Intelligence, and Resilience Through Information Systems is a critical reference book that provides the latest empirical studies, conceptual research, and methodologies that enable organizations to enhance and improve their agility, competitiveness, and sustainability in order to position them for paramount success in today’s economy. Covering topics that include knowledge management, human development, and sustainable development, this book is ideal for managers, executives, entrepreneurs, IT specialists and consultants, academicians, researchers, and students.

Research Handbook on Services Management

Author : Davis, Mark M.
Publisher : Edward Elgar Publishing
ISBN 13 : 1800375654
Total Pages : 371 pages
Book Rating : 4.8/5 (3 download)

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Book Synopsis Research Handbook on Services Management by : Davis, Mark M.

Download or read book Research Handbook on Services Management written by Davis, Mark M. and published by Edward Elgar Publishing. This book was released on 2022-08-05 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive Research Handbook reflects the latest research breakthroughs and practices in services management. Addressing services management from a broader strategic perspective, it delves into the key issues of analytics and service robots, and their potential impact. Edited by the late Mark M. Davis, it represents an early foray into the new frontier of services management and provides insights into the future of the field.

Advanced Technologies, Systems, and Applications VI

Author : Naida Ademović
Publisher : Springer Nature
ISBN 13 : 303090055X
Total Pages : 803 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Advanced Technologies, Systems, and Applications VI by : Naida Ademović

Download or read book Advanced Technologies, Systems, and Applications VI written by Naida Ademović and published by Springer Nature. This book was released on 2021-11-16 with total page 803 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the innovative and interdisciplinary application of advanced technologies. It includes the scientific outcomes and results of the conference 12th Day of Bosnian-Herzegovinian American Academy of Art and Sciences held in Mostar, Bosnia, and Herzegovina, June 24-27, 2021. The latest developments in various fields of engineering have been presented through various papers in civil engineering, mechanical engineering, computing, electrical and electronics engineering, and others. A new session, Sustainable Urban Development: Designing Smart, Inclusive and Resilient Cities, was organized, enabling experts in this field to exchange their knowledge and expertise.

Analytics in Healthcare

Author : Christo El Morr
Publisher : Springer
ISBN 13 : 3030045064
Total Pages : 105 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Analytics in Healthcare by : Christo El Morr

Download or read book Analytics in Healthcare written by Christo El Morr and published by Springer. This book was released on 2019-01-21 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a practical introduction to healthcare analytics that does not require a background in data science or statistics. It presents the basics of data, analytics and tools and includes multiple examples of their applications in the field. The book also identifies practical challenges that fuel the need for analytics in healthcare as well as the solutions to address these problems. In the healthcare field, professionals have access to vast amount of data in the form of staff records, electronic patient record, clinical findings, diagnosis, prescription drug, medical imaging procedure, mobile health, resources available, etc. Managing the data and analyzing it to properly understand it and use it to make well-informed decisions can be a challenge for managers and health care professionals. A new generation of applications, sometimes referred to as end-user analytics or self-serve analytics, are specifically designed for non-technical users such as managers and business professionals. The ability to use these increasingly accessible tools with the abundant data requires a basic understanding of the core concepts of data, analytics, and interpretation of outcomes. This book is a resource for such individuals to demystify and learn the basics of data management and analytics for healthcare, while also looking towards future directions in the field.

Principles of Data Mining

Author : David J. Hand
Publisher : MIT Press
ISBN 13 : 9780262082907
Total Pages : 594 pages
Book Rating : 4.0/5 (829 download)

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Book Synopsis Principles of Data Mining by : David J. Hand

Download or read book Principles of Data Mining written by David J. Hand and published by MIT Press. This book was released on 2001-08-17 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics. The growing interest in data mining is motivated by a common problem across disciplines: how does one store, access, model, and ultimately describe and understand very large data sets? Historically, different aspects of data mining have been addressed independently by different disciplines. This is the first truly interdisciplinary text on data mining, blending the contributions of information science, computer science, and statistics. The book consists of three sections. The first, foundations, provides a tutorial overview of the principles underlying data mining algorithms and their application. The presentation emphasizes intuition rather than rigor. The second section, data mining algorithms, shows how algorithms are constructed to solve specific problems in a principled manner. The algorithms covered include trees and rules for classification and regression, association rules, belief networks, classical statistical models, nonlinear models such as neural networks, and local "memory-based" models. The third section shows how all of the preceding analysis fits together when applied to real-world data mining problems. Topics include the role of metadata, how to handle missing data, and data preprocessing.

Data Mining

Author : Krzysztof J. Cios
Publisher : Springer Science & Business Media
ISBN 13 : 0387367950
Total Pages : 606 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Data Mining by : Krzysztof J. Cios

Download or read book Data Mining written by Krzysztof J. Cios and published by Springer Science & Business Media. This book was released on 2007-10-05 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive textbook on data mining details the unique steps of the knowledge discovery process that prescribes the sequence in which data mining projects should be performed, from problem and data understanding through data preprocessing to deployment of the results. This knowledge discovery approach is what distinguishes Data Mining from other texts in this area. The book provides a suite of exercises and includes links to instructional presentations. Furthermore, it contains appendices of relevant mathematical material.

Contemporary Perspectives on China Tourism

Author : Honggen Xiao
Publisher : Routledge
ISBN 13 : 1317977637
Total Pages : 225 pages
Book Rating : 4.3/5 (179 download)

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Book Synopsis Contemporary Perspectives on China Tourism by : Honggen Xiao

Download or read book Contemporary Perspectives on China Tourism written by Honggen Xiao and published by Routledge. This book was released on 2014-06-11 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contemporary Perspectives on China Tourism is an innovative and engaging collection which presents unique approaches and critical insights into the policy, development and management practices of tourism and hospitality in modern China. This volume consists of nine independent research reports overarching the consequences of tourism from economic, sociocultural, community, and humanistic perspectives. The book addresses generic issues such as tourism demand, mega events, leisure, tourist experience, cultural representation, community development, and quality of life through tourism, as well as strategies and techniques specific to the tourism and hospitality industries. Contemporary Perspectives on China Tourism draws on methodological traditions of anthropology, business, communication and media studies, geography, linguistics and literature, sociology, and critical tourism studies. Seven of the nine chapters in this book were originally published in a special issue on "Methodological Innovations in China Tourism Research" of the Journal of China Tourism Research.

Handbook of Research on Contemporary Perspectives on Web-Based Systems

Author : Elçi, Atilla
Publisher : IGI Global
ISBN 13 : 1522553851
Total Pages : 541 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Handbook of Research on Contemporary Perspectives on Web-Based Systems by : Elçi, Atilla

Download or read book Handbook of Research on Contemporary Perspectives on Web-Based Systems written by Elçi, Atilla and published by IGI Global. This book was released on 2018-05-04 with total page 541 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information systems development underwent many changes as systems transitioned onto web-based forums. Complemented by advancements in security and technology, internet-based systems have become an information mainstay. The Handbook of Research on Contemporary Perspectives on Web-Based Systems is a critical scholarly resource that examines relevant theoretical frameworks, current practice guidelines, industry standards, and the latest empirical research findings in web-based systems. Featuring coverage on a wide range of topics such as data integration, mobile applications, and semantic web, this publication is geared toward computer engineers, IT specialists, software designers, professionals, researchers, and upper-level students seeking current and relevant research on the prevalence of these systems and advancements made to them.

Machine Learning for Practical Decision Making

Author : Christo El Morr
Publisher : Springer Nature
ISBN 13 : 3031169905
Total Pages : 475 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Machine Learning for Practical Decision Making by : Christo El Morr

Download or read book Machine Learning for Practical Decision Making written by Christo El Morr and published by Springer Nature. This book was released on 2022-11-29 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a hands-on introduction to Machine Learning (ML) from a multidisciplinary perspective that does not require a background in data science or computer science. It explains ML using simple language and a straightforward approach guided by real-world examples in areas such as health informatics, information technology, and business analytics. The book will help readers understand the various key algorithms, major software tools, and their applications. Moreover, through examples from the healthcare and business analytics fields, it demonstrates how and when ML can help them make better decisions in their disciplines. The book is chiefly intended for undergraduate and graduate students who are taking an introductory course in machine learning. It will also benefit data analysts and anyone interested in learning ML approaches.

Advances in Business and Management Forecasting

Author : Kenneth D. Lawrence
Publisher : Emerald Group Publishing
ISBN 13 : 1787430693
Total Pages : 224 pages
Book Rating : 4.7/5 (874 download)

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Book Synopsis Advances in Business and Management Forecasting by : Kenneth D. Lawrence

Download or read book Advances in Business and Management Forecasting written by Kenneth D. Lawrence and published by Emerald Group Publishing. This book was released on 2017-11-09 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume 12 presents studies in the application of forecasting methodologies to such areas as supply chain, health care, prospecting for donations from university alumni, and the use of clustering and regression in forecasting. The orientation of this volume is for business applications for both the researcher and the practitioner of forecasting.

Data Mining

Author : Ian H. Witten
Publisher : Elsevier
ISBN 13 : 0080890369
Total Pages : 665 pages
Book Rating : 4.0/5 (88 download)

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Book Synopsis Data Mining by : Ian H. Witten

Download or read book Data Mining written by Ian H. Witten and published by Elsevier. This book was released on 2011-02-03 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. The book is targeted at information systems practitioners, programmers, consultants, developers, information technology managers, specification writers, data analysts, data modelers, database R&D professionals, data warehouse engineers, data mining professionals. The book will also be useful for professors and students of upper-level undergraduate and graduate-level data mining and machine learning courses who want to incorporate data mining as part of their data management knowledge base and expertise. Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks—in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization

Handbook of Statistical Analysis and Data Mining Applications

Author : Robert Nisbet
Publisher : Elsevier
ISBN 13 : 0124166458
Total Pages : 822 pages
Book Rating : 4.1/5 (241 download)

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Book Synopsis Handbook of Statistical Analysis and Data Mining Applications by : Robert Nisbet

Download or read book Handbook of Statistical Analysis and Data Mining Applications written by Robert Nisbet and published by Elsevier. This book was released on 2017-11-09 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce. Includes input by practitioners for practitioners Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models Contains practical advice from successful real-world implementations Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications

Enterprise Systems and Technological Convergence

Author : Sam Goundar
Publisher : IAP
ISBN 13 : 1648023436
Total Pages : 377 pages
Book Rating : 4.6/5 (48 download)

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Book Synopsis Enterprise Systems and Technological Convergence by : Sam Goundar

Download or read book Enterprise Systems and Technological Convergence written by Sam Goundar and published by IAP. This book was released on 2021-01-01 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enterprise Systems have been used for many years to integrate technology with the management of an organization but rapid technological disruptions are now creating new challenges and opportunities that require urgent consideration. This book reappraises the implementation and management of Enterprise Systems in the digital age and investigates the vital link between business processes, information technology and the Internet for an organization’s competitive advantage and success. This book primarily focuses on the implementation, operation, management and integration of Enterprise Systems with fastemerging disruptive technologies such as blockchains, big data, cryptocurrencies, artificial intelligence, cloud computing, data mining and data analytics. These disruptive technologies are now becoming mainstream and the book proposes several innovations that organizations need to adopt to remain competitive within this rapidly changing landscape. In addition, it examines Enterprise Systems, their components, architecture, and applications and enlightens readers on the benefits and shortcomings of implementing them. This book contains primary research on organizations, case studies, and benchmarks ERP implementation against international best practice.