Contemporary Perspectives In Data Mining

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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 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 : 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.

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.

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.

Contemporary Perspectives on China Tourism

Author : Honggen Xiao
Publisher : Routledge
ISBN 13 : 1317977629
Total Pages : 216 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 216 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.

Outlier Detection: Techniques and Applications

Author : N. N. R. Ranga Suri
Publisher : Springer
ISBN 13 : 3030051277
Total Pages : 214 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Outlier Detection: Techniques and Applications by : N. N. R. Ranga Suri

Download or read book Outlier Detection: Techniques and Applications written by N. N. R. Ranga Suri and published by Springer. This book was released on 2019-01-10 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, drawing on recent literature, highlights several methodologies for the detection of outliers and explains how to apply them to solve several interesting real-life problems. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its significance in many contemporary applications. More specifically, the detection of fraud in e-commerce transactions and discovering anomalies in network data have become prominent tasks, given recent developments in the field of information and communication technologies and security. Accordingly, the book sheds light on specific state-of-the-art algorithmic approaches such as the community-based analysis of networks and characterization of temporal outliers present in dynamic networks. It offers a valuable resource for young researchers working in data mining, helping them understand the technical depth of the outlier detection problem and devise innovative solutions to address related challenges.

Modern Approaches of Data Mining

Author : Mrutyunjaya Panda
Publisher : Alpha Science International, Limited
ISBN 13 : 9781842659601
Total Pages : 0 pages
Book Rating : 4.6/5 (596 download)

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Book Synopsis Modern Approaches of Data Mining by : Mrutyunjaya Panda

Download or read book Modern Approaches of Data Mining written by Mrutyunjaya Panda and published by Alpha Science International, Limited. This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discusses key concepts, theories, standards, methodologies, trends, challenges, and applications of data mining (DM) and knowledge discovery in databases (KDD) with the aim of uncovering the hidden patterns from a large gamut of data.

Modern Perspectives and Current Trends in Asian Education, Psychology, and Sociology

Author : Suanpang, Pannee
Publisher : IGI Global
ISBN 13 : 1668473763
Total Pages : 315 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Modern Perspectives and Current Trends in Asian Education, Psychology, and Sociology by : Suanpang, Pannee

Download or read book Modern Perspectives and Current Trends in Asian Education, Psychology, and Sociology written by Suanpang, Pannee and published by IGI Global. This book was released on 2023-10-24 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: A major field in the worlds of education, training, and social sciences is the field where learners are inculcated with special interests in society and the relationships between individuals in society. Social science has always been an important instrument that allows us to gain an understanding of social phenomena and changes by providing commentaries, producing explanations, and attempting to synthesize a diversity of information sets to formulate theories. However, as changes take place in nearly every aspect of the modern world at an increasing speed, there quickly emerges new factors that have never been incorporated into the analytical framework in recent decades. Modern Perspectives and Current Trends in Asian Education, Psychology, and Sociology presents the current trends in education, psychology, and sociology. It serves as a collection of empirical research and academic recommendations that are current and contemporary. Covering topics such as learner identity, employee performance, and organizational identification and trust, this major reference work is an essential resource for educators and administrators of both K-12 and higher education, pre-service teachers, teacher educators, government officials, librarians, sociologists, psychologists, students of higher education, researchers, and academicians.

Data Mining

Author : Yee Ling Boo
Publisher : Springer
ISBN 13 : 9811302928
Total Pages : 277 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Data Mining by : Yee Ling Boo

Download or read book Data Mining written by Yee Ling Boo and published by Springer. This book was released on 2018-04-13 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 15th Australasian Conference on Data Mining, AusDM 2017, held in Melbourne, VIC, Australia, in August 2017. The 17 revised full papers presented together with 11 research track papers and 6 application track papers were carefully reviewed and selected from 31 submissions. The papers are organized in topical sections on clustering and classification; big data; time series; outlier detection and applications; social media and applications.

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.

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.

Data Mining: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1466624566
Total Pages : 2120 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Data Mining: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Data Mining: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2012-11-30 with total page 2120 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data mining continues to be an emerging interdisciplinary field that offers the ability to extract information from an existing data set and translate that knowledge for end-users into an understandable way. Data Mining: Concepts, Methodologies, Tools, and Applications is a comprehensive collection of research on the latest advancements and developments of data mining and how it fits into the current technological world.

Biomedical and Business Applications Using Artificial Neural Networks and Machine Learning

Author : Segall, Richard S.
Publisher : IGI Global
ISBN 13 : 1799884570
Total Pages : 394 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Biomedical and Business Applications Using Artificial Neural Networks and Machine Learning by : Segall, Richard S.

Download or read book Biomedical and Business Applications Using Artificial Neural Networks and Machine Learning written by Segall, Richard S. and published by IGI Global. This book was released on 2022-01-07 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: During these uncertain and turbulent times, intelligent technologies including artificial neural networks (ANN) and machine learning (ML) have played an incredible role in being able to predict, analyze, and navigate unprecedented circumstances across a number of industries, ranging from healthcare to hospitality. Multi-factor prediction in particular has been especially helpful in dealing with the most current pressing issues such as COVID-19 prediction, pneumonia detection, cardiovascular diagnosis and disease management, automobile accident prediction, and vacation rental listing analysis. To date, there has not been much research content readily available in these areas, especially content written extensively from a user perspective. Biomedical and Business Applications Using Artificial Neural Networks and Machine Learning is designed to cover a brief and focused range of essential topics in the field with perspectives, models, and first-hand experiences shared by prominent researchers, discussing applications of artificial neural networks (ANN) and machine learning (ML) for biomedical and business applications and a listing of current open-source software for neural networks, machine learning, and artificial intelligence. It also presents summaries of currently available open source software that utilize neural networks and machine learning. The book is ideal for professionals, researchers, students, and practitioners who want to more fully understand in a brief and concise format the realm and technologies of artificial neural networks (ANN) and machine learning (ML) and how they have been used for prediction of multi-disciplinary research problems in a multitude of disciplines.

Advances in Business and Management Forecasting

Author : Kenneth D. Lawrence
Publisher : Emerald Group Publishing
ISBN 13 : 1787432564
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.

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.

Applications of Management Science

Author : Kenneth D. Lawrence
Publisher : Emerald Group Publishing
ISBN 13 : 1787566528
Total Pages : 201 pages
Book Rating : 4.7/5 (875 download)

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Book Synopsis Applications of Management Science by : Kenneth D. Lawrence

Download or read book Applications of Management Science written by Kenneth D. Lawrence and published by Emerald Group Publishing. This book was released on 2018-08-06 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume 19 of Applications of Management Science focuses on the application of management science methodologies, data envelopment analysis and multi-criteria decision making.