Contemporary Perspectives in Data Mining

Contemporary Perspectives in Data Mining PDF

Author: Kenneth D. Lawrence

Publisher: IAP

Published: 2021-01-01

Total Pages: 159

ISBN-13: 164802145X

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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

Contemporary Perspectives in Data Mining, Volume 2 PDF

Author: Kenneth D. Lawrence

Publisher: IAP

Published: 2015-07-01

Total Pages: 239

ISBN-13: 1681230895

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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

Contemporary Perspectives in Data Mining PDF

Author: Kenneth D. Lawrence

Publisher: IAP

Published: 2017-09-01

Total Pages: 169

ISBN-13: 1641130563

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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

Contemporary Perspectives in Data Mining, Volume 1 PDF

Author: Kenneth D. Lawrence

Publisher: IAP

Published: 2013-04-01

Total Pages: 255

ISBN-13: 1623960576

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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

Handbook of Research on Contemporary Perspectives on Web-Based Systems PDF

Author: Elçi, Atilla

Publisher: IGI Global

Published: 2018-05-04

Total Pages: 541

ISBN-13: 1522553851

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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.

Modern Approaches of Data Mining

Modern Approaches of Data Mining PDF

Author: Mrutyunjaya Panda

Publisher: Alpha Science International, Limited

Published: 2016

Total Pages: 0

ISBN-13: 9781842659601

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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.

Contemporary Perspectives on China Tourism

Contemporary Perspectives on China Tourism PDF

Author: Honggen Xiao

Publisher: Routledge

Published: 2014-06-11

Total Pages: 259

ISBN-13: 1317977629

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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

Outlier Detection: Techniques and Applications PDF

Author: N. N. R. Ranga Suri

Publisher: Springer

Published: 2019-01-10

Total Pages: 214

ISBN-13: 3030051277

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

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

Author: Suanpang, Pannee

Publisher: IGI Global

Published: 2023-10-24

Total Pages: 315

ISBN-13: 1668473763

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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

Data Mining PDF

Author: Yee Ling Boo

Publisher: Springer

Published: 2018-04-13

Total Pages: 277

ISBN-13: 9811302928

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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.

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