Contemporary Perspectives In Data Mining Volume 1

Author : Kenneth D. Lawrence,Ronald Klimberg
Publisher : IAP
Page : 159 pages
File Size : 54,8 Mb
Release : 2021-01-01
Category : Computers
ISBN : 9781648021459

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Contemporary Perspectives in Data Mining by Kenneth D. Lawrence,Ronald Klimberg Pdf

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.

Author : Kenneth D. Lawrence,Ronald Klimberg
Publisher : IAP
Page : 239 pages
File Size : 40,6 Mb
Release : 2015-07-01
Category : Mathematics
ISBN : 9781681230894

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Contemporary Perspectives in Data Mining, Volume 2 by Kenneth D. Lawrence,Ronald Klimberg Pdf

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.)

Author : Kenneth D. Lawrence,Ronald Klimberg
Publisher : IAP
Page : 255 pages
File Size : 45,7 Mb
Release : 2013-04-01
Category : Mathematics
ISBN : 9781623960575

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Contemporary Perspectives in Data Mining, Volume 1 by Kenneth D. Lawrence,Ronald Klimberg Pdf

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.

Author : Kenneth D. Lawrence,Ronald Klimberg
Publisher : IAP
Page : 169 pages
File Size : 50,6 Mb
Release : 2017-09-01
Category : Computers
ISBN : 9781641130561

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Contemporary Perspectives in Data Mining by Kenneth D. Lawrence,Ronald Klimberg Pdf

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.

Author : Christo El Morr,Hossam Ali-Hassan
Publisher : Springer
Page : 105 pages
File Size : 52,5 Mb
Release : 2019-01-21
Category : Medical
ISBN : 9783030045067

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Analytics in Healthcare by Christo El Morr,Hossam Ali-Hassan Pdf

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.

Author : Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid EI-Hallak
Publisher : Springer Nature
Page : 475 pages
File Size : 40,5 Mb
Release : 2022-11-29
Category : Business & Economics
ISBN : 9783031169908

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Machine Learning for Practical Decision Making by Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid EI-Hallak Pdf

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.

Author : Kenneth D. Lawrence,Gary Kleinman
Publisher : Emerald Group Publishing
Page : 201 pages
File Size : 41,8 Mb
Release : 2018-08-06
Category : Business & Economics
ISBN : 9781787566521

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Applications of Management Science by Kenneth D. Lawrence,Gary Kleinman Pdf

Volume 19 of Applications of Management Science focuses on the application of management science methodologies, data envelopment analysis and multi-criteria decision making.

Author : Gordon Scott,Michael Carr,Mark Cremonie
Publisher : CFA Institute Research Foundation
Page : 45 pages
File Size : 40,5 Mb
Release : 2016-11-14
Category : Business & Economics
ISBN : 9781944960124

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Technical Analysis: Modern Perspectives by Gordon Scott,Michael Carr,Mark Cremonie Pdf

Author : Naida Ademović,Edin Mujčić,Zlatan Akšamija,Jasmin Kevrić,Samir Avdaković,Ismar Volić
Publisher : Springer Nature
Page : 803 pages
File Size : 46,6 Mb
Release : 2021-11-16
Category : Technology & Engineering
ISBN : 9783030900557

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Advanced Technologies, Systems, and Applications VI by Naida Ademović,Edin Mujčić,Zlatan Akšamija,Jasmin Kevrić,Samir Avdaković,Ismar Volić Pdf

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.

Author : Elçi, Atilla
Publisher : IGI Global
Page : 541 pages
File Size : 53,7 Mb
Release : 2018-05-04
Category : Computers
ISBN : 9781522553854

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Handbook of Research on Contemporary Perspectives on Web-Based Systems by Elçi, Atilla Pdf

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.

Author : Honggen Xiao
Publisher : Routledge
Page : 225 pages
File Size : 44,8 Mb
Release : 2014-06-11
Category : Business & Economics
ISBN : 9781317977636

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Contemporary Perspectives on China Tourism by Honggen Xiao Pdf

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.

Author : Rahman, Hakikur
Publisher : IGI Global
Page : 350 pages
File Size : 46,7 Mb
Release : 2021-09-10
Category : Business & Economics
ISBN : 9781799848004

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Achieving Organizational Agility, Intelligence, and Resilience Through Information Systems by Rahman, Hakikur Pdf

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.

Author : Robert Nisbet,Gary Miner,Ken Yale
Publisher : Elsevier
Page : 822 pages
File Size : 52,8 Mb
Release : 2017-11-09
Category : Mathematics
ISBN : 9780124166455

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Handbook of Statistical Analysis and Data Mining Applications by Robert Nisbet,Gary Miner,Ken Yale Pdf

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

Author : Mehmed Kantardzic
Publisher : John Wiley & Sons
Page : 554 pages
File Size : 51,9 Mb
Release : 2011-08-16
Category : Computers
ISBN : 9780470890455

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Data Mining by Mehmed Kantardzic Pdf

This book reviews state-of-the-art methodologies and techniques for analyzing enormous quantities of raw data in high-dimensional data spaces, to extract new information for decision making. The goal of this book is to provide a single introductory source, organized in a systematic way, in which we could direct the readers in analysis of large data sets, through the explanation of basic concepts, models and methodologies developed in recent decades. If you are an instructor or professor and would like to obtain instructor’s materials, please visit http://booksupport.wiley.com If you are an instructor or professor and would like to obtain a solutions manual, please send an email to: [email protected]

Author : Tsau Young Lin,Ying Xie,Anita Wasilewska,Churn-Jung Liau
Publisher : Springer
Page : 562 pages
File Size : 43,5 Mb
Release : 2008-08-17
Category : Technology & Engineering
ISBN : 9783540784883

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Data Mining: Foundations and Practice by Tsau Young Lin,Ying Xie,Anita Wasilewska,Churn-Jung Liau Pdf

The IEEE ICDM 2004 workshop on the Foundation of Data Mining and the IEEE ICDM 2005 workshop on the Foundation of Semantic Oriented Data and Web Mining focused on topics ranging from the foundations of data mining to new data mining paradigms. The workshops brought together both data mining researchers and practitioners to discuss these two topics while seeking solutions to long standing data mining problems and stimul- ing new data mining research directions. We feel that the papers presented at these workshops may encourage the study of data mining as a scienti?c ?eld and spark new communications and collaborations between researchers and practitioners. Toexpressthevisionsforgedintheworkshopstoawiderangeofdatam- ing researchers and practitioners and foster active participation in the study of foundations of data mining, we edited this volume by involving extended and updated versions of selected papers presented at those workshops as well as some other relevant contributions. The content of this book includes st- ies of foundations of data mining from theoretical, practical, algorithmical, and managerial perspectives. The following is a brief summary of the papers contained in this book.