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Data Mining

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Reference Book

Diagnostic Test Approaches to Machine Learning and Commonsense Reasoning Systems

Xenia Naidenova (Military Medical Academy, Russia), Dmitry I. Ignatov (National Research University Higher School of Economics, Russia)

The consideration of symbolic machine learning algorithms as an entire class will make it possible, in the future, to generate algorithms, with the aid of some param...

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Reference Book

Developments in Data Extraction, Management, and Analysis

Nhung Do (LaTrobe University, Australia), J. Wenny Rahayu (La Trobe University, Australia), Torab Torabi (La Trobe University, Australia)

With the improvements of artificial intelligence, processor speeds and database sizes, the rapidly expanding field of data mining continues to provide advancing meth...

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Reference Book

Data Mining: Concepts, Methodologies, Tools, and Applications (4 Volumes)

Information Resources Management Association (IRMA, USA)

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...

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Reference Book

Ethical Data Mining Applications for Socio-Economic Development

Hakikur Rahman (University of Minho, Portugal), Isabel Ramos (University of Minho, Portugal)

Organizations that utilize data mining techniques can amass valuable information on clients’ habits and preferences, behavior patterns, purchase patterns, sales patt...

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Reference Book

Data Mining in Dynamic Social Networks and Fuzzy Systems

Vishal Bhatnagar (Ambedkar Institute of Advanced Communication Technologies and Research, India)

Many organizations, whether in the public or private sector, have begun to take advantage of the tools and techniques used for data mining. Utilizing data mining too...

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Reference Book

Pattern Discovery Using Sequence Data Mining: Applications and Studies

Pradeep Kumar (Indian Institute of Management, India), P. Radha Krishna (Infosys Technologies Limited, India), S. Bapi Raju (University of Hyderabad, India)

Sequential data from Web server logs, online transaction logs, and performance measurements is collected each day. This sequential data is a valuable source of infor...

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Reference Book

XML Data Mining: Models, Methods, and Applications

Andrea Tagarelli (University of Calabria, Italy)

The widespread use of XML in business and scientific databases has prompted the development of methodologies, techniques, and systems for effectively managing and an...

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Reference Book

Exploring Advances in Interdisciplinary Data Mining and Analytics: New Trends

David Taniar (Monash University, Australia), Lukman Hakim Iwan (ICT Division of Bekasi Regency, Indonesia)

Data mining is still a relatively young field, expanding at the rate of technology while advancing tools and techniques for gaining knowledge, finding patterns, and...

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Reference Book

Social Network Mining, Analysis and Research Trends: Techniques and Applications

I-Hsien Ting (National University of Kaohsiung, Taiwan), Tzung-Pei Hong (National University of Kaohsiung, Taiwan), Leon Shyue-Liang Wang (National University of Kaohsiung, Taiwan)

Social network analysis dates back to the early 20th century, with initial studies focusing on small group behavior from a sociological perspective. The emergence of...

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Reference Book

Integrations of Data Warehousing, Data Mining and Database Technologies: Innovative Approaches

David Taniar (Monash University, Australia), Li Chen (LaTrobe University, Australia)

Over the years, advances in the business world as well as the changing of diverse application contexts, have caused Data Warehousing and Data Mining to become more p...

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Reference Book

Dynamic and Advanced Data Mining for Progressing Technological Development: Innovations and Systemic Approaches

A B M Shawkat Ali (Central Queensland University, Australia), Yang Xiang (Central Queensland University, Australia)

Overcoming many challenges, data mining has already established discipline capability in many domains.Dynamic and Advanced Data Mining for Progressing Technological...

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Reference Book

Text Mining Techniques for Healthcare Provider Quality Determination: Methods for Rank Comparisons

Patricia Cerrito (University of Louisville, USA)

The quest for quality in healthcare has led to attempts to develop models to determine which providers have the highest quality in healthcare, with the best outcomes...

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Reference Book

Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments

David Taniar (Monash University, Australia), Laura Irina Rusu (Latrobe University, Australia)

Organizations rely on data mining and warehousing technologies to store, integrate, query, and analyze essential data.Strategic Advancements in Utilizing Data Mining...

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Reference Book

Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies

Leon Shyue-Liang Wang (National University of Kaohsiung, Taiwan), Tzung-Pei Hong (National University of Kaohsiung, Taiwan)

As the applications of data mining, the non-trivial extraction of implicit information in a data set, have expanded in recent years, so has the need for techniques t...

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Reference Book

Data Mining in Public and Private Sectors: Organizational and Government Applications

Antti Syvajarvi (University of Lapland, Finland), Jari Stenvall (Tampere University, Finland)

The need for both organizations and government agencies to generate, collect, and utilize data in public and private sector activities is rapidly increasing, placing...

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Journal Article

An Efficient Method for Discretizing Continuous Attributes (0 Volumes)

Kelley M. Engle (University of Maryland Baltimore County, USA), Aryya Gangopadhyay (University of Maryland Baltimore County, USA)

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Journal Article

Dimensionality Reduction with Unsupervised Feature Selection and Applying Non-Euclidean Norms for Classification Accuracy (0 Volumes)

Amit Saxena (G G University, India), John Wang (Montclair State University, USA)

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Journal Article

Graph-Based Modelling of Concurrent Sequential Patterns (0 Volumes)

Jing Lu (Southampton Solent University, UK), Weiru Chen (Shenyang Institute of Chemical Technology, China), Malcolm Keech (University of Bedfordshire, UK)

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User-Centric Similarity and Proximity Measures for Spatial Personalization

Journal Article

Yanwu Yang (Chinese Academy of Sciences, China), Christophe Claramunt (Naval Academy Research Institute, France), Marie-Aude Aufaure (Ecole Centrale Paris, France), Wensheng Zhang (Chinese Academy of Sciences, China)

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Book Chapter

Introduction to the Experimental Design in the Data Mining Tool KEEL

J. Alcalá-Fdez (University of Granada, Spain.), F. Herrera (University of Jaén, Spain.), S. García (University of Oviedo, Spain.), M.J. del Jesus (University Ramon Llull, Spain.), L. Sánchez (University of Huelva, Spain.), E. Bernadó-Mansilla (University of Córdoba, Spain.), A. Peregrín, S. Ventura

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Book Chapter

Cat Swarm Optimization Supported Data Mining

Pei-Wei Tsai (National Kaohsiung University of Applied Sciences, Taiwan), Jeng-Shyang Pan (National Kaohsiung University of Applied Sciences, Taiwan), Bin-Yih Liao (National Kaohsiung University of Applied Sciences, Taiwan), Shu-Chuan Chu (Cheng Shiu University, Taiwan), Mei-Chiao Lai (Diwan University, Taiwan)

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Book Chapter

Dynamic Discovery of Fuzzy Functional Dependencies Using Partitions

Shyue-Liang Wang (National University of Kaohsiung, Taiwan), Ju-Wen Shen (Chunghwa Telecom Co., Ltd., Taiwan), Tuzng-Pei Hong (National University of Kaohsiung, Taiwan)

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Book Chapter

An Intelligent Data Mining System Through Integration Of Electromagnetism-Like Mechanism And Fuzzy Neural Network

Peitsang Wu (I-Shou University, Taiwan, R.O.C.), Yung-Yao Hung (I-Shou University, Taiwan, R.O.C.)

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Book Chapter

Computational Intelligence-Revisited

Yuanyuan Chai (Beijing Jiaotong University, China)

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Book Chapter

Artificial Clonal Selection Model and Its Application

Shangce Gao (University of Toyama, Japan), Zheng Tang (University of Toyama, Japan), Hiroki Tamura (University of Miyazaki, Japan)

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