Advances in Data Mining and Database Management (ADMDM): 41 Volumes

Series Editor(s): David Taniar (Monash University, Australia)
ISSN: 2327-1981|EISSN: 2327-199X
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Institutions: Print
$5,510.00
List Price: $8,670.00

Description

With the large amounts of information available to organizations in today’s digital world, there is a need for continual research surrounding emerging methods and tools for collecting, analyzing, and storing data.

The Advances in Data Mining & Database Management (ADMDM) series aims to bring together research in information retrieval, data analysis, data warehousing, and related areas in order to become an ideal resource for those working and studying in these fields. IT professionals, software engineers, academicians and upper-level students will find titles within the ADMDM book series particularly useful for staying up-to-date on emerging research, theories, and applications in the fields of data mining and database management.

Topics Covered

  • Association Rule Learning
  • Cluster Analysis
  • Customer Analytics
  • Data Analysis
  • Data Mining
  • Data quality
  • Data warehousing
  • Database Security
  • Database Testing
  • Decision Support Systems
  • Educational Data Mining
  • Enterprise systems
  • Factor Analysis
  • Heterogeneous and Distributed Databases
  • Information Extraction
  • Neural Networks
  • Predictive analysis
  • Profiling Practices
  • Quantitative Structure–Activity Relationship
  • Sequence analysis
  • Text mining
  • Web Mining
  • Web-based information systems

Titles in Series

Bridging Relational and NoSQL Databases
Drazena Gaspar (University of Mostar, Bosnia and Herzegovina), Ivica Coric (Hera Software Company, Bosnia and Herzegovina)
Copyright © 2018. 250 pages.
Relational databases have been predominant for many years and are used throughout various industries. The current system faces challenges related to size and variety...
Advancements in Applied Metaheuristic Computing
Nilanjan Dey (Techno India College of Technology, India)
Copyright © 2018. 345 pages.
Metaheuristic algorithms are present in various applications for different domains. Recently, researchers have conducted studies on the effectiveness of these algori...
Applications of Finite Markov Chains and Fuzzy Logic in Learning Contexts: Emerging Research and Opportunities
Michael Voskoglou (Graduate Technological Educational Institute of Western Greece, Greece)
Copyright © 2018. 193 pages.
The interdisciplinary nature of probability theory makes it useful for numerous applications. By combining different methods of analysis, problems within this area c...
Exploring the Convergence of Big Data and the Internet of Things
A.V. Krishna Prasad (K.L. University, India)
Copyright © 2018. 332 pages.
The growth of Internet use and technologies has increased exponentially within the business sector. When utilized properly, these applications can enhance business f...
Deep Learning Innovations and Their Convergence With Big Data
S. Karthik (SNS College of Technology, Anna University, India), Anand Paul (Kyungpook National University, South Korea), N. Karthikeyan (Mizan-Tepi University, Ethiopia)
Copyright © 2018. 265 pages.
The expansion of digital data has transformed various sectors of business such as healthcare, industrial manufacturing, and transportation. A new way of solving busi...
Modern Technologies for Big Data Classification and Clustering
Hari Seetha (Vellore Institute of Technology-Andhra Pradesh, India), M. Narasimha Murty (Indian Institute of Science, India), B. K. Tripathy (VIT University, India)
Copyright © 2018. 360 pages.
Data has increased due to the growing use of web applications and communication devices. It is necessary to develop new techniques of managing data in order to ensur...
Data Visualization and Statistical Literacy for Open and Big Data
Theodosia Prodromou (University of New England, Australia)
Copyright © 2017. 365 pages.
Data visualization has emerged as a serious scholarly topic, and a wide range of tools have recently been developed at an accelerated pace to aid in this research ar...
Web Semantics for Textual and Visual Information Retrieval
Aarti Singh (Guru Nanak Girls College, Yamuna Nagar, India), Nilanjan Dey (Techno India College of Technology, India), Amira S. Ashour (Tanta University, Egypt & Taif University, Saudi Arabia), V. Santhi (VIT University, India)
Copyright © 2017. 290 pages.
Modern society exists in a digital era in which high volumes of multimedia information exists. To optimize the management of this data, new methods are emerging for...
Advancing Cloud Database Systems and Capacity Planning With Dynamic Applications
Narendra Kumar Kamila (C.V. Raman College of Engineering, India)
Copyright © 2017. 430 pages.
Continuous improvements in data analysis and cloud computing have allowed more opportunities to develop systems with user-focused designs. This not only leads to hig...
Web Data Mining and the Development of Knowledge-Based Decision Support Systems
G. Sreedhar (Rashtriya Sanskrit Vidyapeetha (Deemed University), India)
Copyright © 2017. 409 pages.
Websites are a central part of today’s business world; however, with the vast amount of information that constantly changes and the frequency of required updates, th...
Intelligent Multidimensional Data Clustering and Analysis
Siddhartha Bhattacharyya (RCC Institute of Information Technology, India), Sourav De (Cooch Behar Government Engineering College, India), Indrajit Pan (RCC Institute of Information Technology, India), Paramartha Dutta (Visva-Bharati University, India)
Copyright © 2017. 450 pages.
Data mining analysis techniques have undergone significant developments in recent years. This has led to improved uses throughout numerous functions and applications...
Emerging Trends in the Development and Application of Composite Indicators
Veljko Jeremic (University of Belgrade, Serbia), Zoran Radojicic (University of Belgrade, Serbia), Marina Dobrota (University of Belgrade, Serbia)
Copyright © 2017. 402 pages.
Perceiving complex multidimensional problems has proven to be a difficult task for people to overcome. However, introducing composite indicators into such problems a...
Web Usage Mining Techniques and Applications Across Industries
A.V. Senthil Kumar (Hindusthan College of Arts and Science, India)
Copyright © 2017. 424 pages.
Web usage mining is defined as the application of data mining technologies to online usage patterns as a way to better understand and serve the needs of web-based ap...
Social Media Data Extraction and Content Analysis
Shalin Hai-Jew (Kansas State University, USA)
Copyright © 2017. 493 pages.
In today’s society, the utilization of social media platforms has become an abundant forum for individuals to post, share, tag, and, in some cases, overshare informa...
Collaborative Filtering Using Data Mining and Analysis
Vishal Bhatnagar (Ambedkar Institute of Advanced Communication Technologies and Research, India)
Copyright © 2017. 309 pages.
Internet usage has become a normal and essential aspect of everyday life. Due to the immense amount of information available on the web, it has become obligatory to...
Effective Big Data Management and Opportunities for Implementation
Manoj Kumar Singh (Adama Science and Technology University, Ethiopia), Dileep Kumar G. (Adama Science and Technology University, Ethiopia)
Copyright © 2016. 324 pages.
“Big data” has become a commonly used term to describe large-scale and complex data sets which are difficult to manage and analyze using standard data management met...
Data Mining Trends and Applications in Criminal Science and Investigations
Omowunmi E. Isafiade (University of Cape Town, South Africa), Antoine B. Bagula (University of the Western Cape, South Africa)
Copyright © 2016. 386 pages.
The field of data mining is receiving significant attention in today's information-rich society, where data is available from different sources and formats, in l...
Intelligent Techniques for Data Analysis in Diverse Settings
Numan Celebi (Sakarya University, Turkey)
Copyright © 2016. 353 pages.
Data analysis forms the basis of many forms of research ranging from the scientific to the governmental. With the advent of machine intelligence and neural networks,...
Managing and Processing Big Data in Cloud Computing
Rajkumar Kannan (King Faisal University, Saudi Arabia), Raihan Ur Rasool (King Faisal University, Saudi Arabia), Hai Jin (Huazhong University of Science and Technology, China), S.R. Balasundaram (National Institute of Technology, Tiruchirappalli, India)
Copyright © 2016. 307 pages.
Big data has presented a number of opportunities across industries. With these opportunities come a number of challenges associated with handling, analyzing, and sto...
Handbook of Research on Innovative Database Query Processing Techniques
Li Yan (Nanjing University of Aeronautics and Astronautics, China)
Copyright © 2016. 625 pages.
Research and development surrounding the use of data queries is receiving increased attention from computer scientists and data specialists alike. Through the use of...
Handbook of Research on Trends and Future Directions in Big Data and Web Intelligence
Noor Zaman (King Faisal University, Saudi Arabia), Mohamed Elhassan Seliaman (King Faisal University, Saudi Arabia), Mohd Fadzil Hassan (Universiti Teknologi PETRONAS, Malaysia), Fausto Pedro Garcia Marquez (Campus Universitario s/n ETSII of Ciudad Real, Spain)
Copyright © 2015. 500 pages.
Big data is a well-trafficked subject in recent IT discourse and does not lack for current research. In fact, there is such a surfeit of material related to big data...
Improving Knowledge Discovery through the Integration of Data Mining Techniques
Muhammad Usman (Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Pakistan)
Copyright © 2015. 391 pages.
Data warehousing is an important topic that is of interest to both the industry and the knowledge engineering research communities. Both data mining and data warehou...
Mobile Technologies for Activity-Travel Data Collection and Analysis
Soora Rasouli (Eindhoven University of Technology, The Netherlands), Harry Timmermans (Eindhoven University of Technology, The Netherlands)
Copyright © 2014. 325 pages.
As mobile technologies become ever more pervasive in modern society, users find increasingly innovative methods to take advantage of the newest developments and mobi...
Biologically-Inspired Techniques for Knowledge Discovery and Data Mining
Shafiq Alam (University of Auckland, New Zealand), Gillian Dobbie (University of Auckland, New Zealand), Yun Sing Koh (University of Auckland, New Zealand), Saeed ur Rehman (Unitec Institute of Technology, New Zealand)
Copyright © 2014. 375 pages.
Biologically-inspired data mining has a wide variety of applications in areas such as data clustering, classification, sequential pattern mining, and information ext...
Data Mining and Analysis in the Engineering Field
Vishal Bhatnagar (Ambedkar Institute of Advanced Communication Technologies and Research, India)
Copyright © 2014. 405 pages.
Particularly in the fields of software engineering, virtual reality, and computer science, data mining techniques play a critical role in the success of a variety of...
Handbook of Research on Cloud Infrastructures for Big Data Analytics
Pethuru Raj (IBM India Pvt Ltd, India), Ganesh Chandra Deka (Ministry of Labour and Employment, India)
Copyright © 2014. 570 pages.
Clouds are being positioned as the next-generation consolidated, centralized, yet federated IT infrastructure for hosting all kinds of IT platforms and for deploying...
Innovative Techniques and Applications of Entity Resolution
Hongzhi Wang (Harbin Institute of Technology, China)
Copyright © 2014. 398 pages.
Entity resolution is an essential tool in processing and analyzing data in order to draw precise conclusions from the information being presented. Further research i...
Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding
Alessandro Fiori (IRCC, Institute for Cancer Research and Treatment, Italy)
Copyright © 2014. 363 pages.
The prevalence of digital documentation presents some pressing concerns for efficient information retrieval in the modern age. Readers want to be able to access the...
Emerging Methods in Predictive Analytics: Risk Management and Decision-Making
William H. Hsu (Kansas State University, USA)
Copyright © 2014. 425 pages.
Decision making tools are essential for the successful outcome of any organization. Recent advances in predictive analytics have aided in identifying particular poin...
Data Science and Simulation in Transportation Research
Davy Janssens (Hasselt University, Belgium), Ansar-Ul-Haque Yasar (Hasselt University, Belgium), Luk Knapen (Hasselt University, Belgium)
Copyright © 2014. 350 pages.
Given its effective techniques and theories from various sources and fields, data science is playing a vital role in transportation research and the consequences of...
Big Data Management, Technologies, and Applications
Wen-Chen Hu (University of North Dakota, USA), Naima Kaabouch (University of North Dakota, USA)
Copyright © 2014. 342 pages.
Due to the tremendous amount of data generated daily from fields such as business, research, and sciences, big data is everywhere. Therefore, alternative management...
Innovative Approaches of Data Visualization and Visual Analytics
Mao Lin Huang (University of Technology, Sydney, Australia), Weidong Huang (CSIRO, Australia)
Copyright © 2014. 464 pages.
Due to rapid advances in hardware and software technologies, network infrastructure and data have become increasingly complex, requiring efforts to more effectively...
Data Mining in Dynamic Social Networks and Fuzzy Systems
Vishal Bhatnagar (Ambedkar Institute of Advanced Communication Technologies and Research, India)
Copyright © 2013. 412 pages.
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...
Ethical Data Mining Applications for Socio-Economic Development
Hakikur Rahman (University of Minho, Portugal), Isabel Ramos (University of Minho, Portugal)
Copyright © 2013. 359 pages.
Organizations that utilize data mining techniques can amass valuable information on clients’ habits and preferences, behavior patterns, purchase patterns, sales patt...
Design, Performance, and Analysis of Innovative Information Retrieval
Zhongyu (Joan) Lu (University of Huddersfield, UK)
Copyright © 2013. 508 pages.
Daily procedures such as scientific experiments and business processes have the potential to create a huge amount of data every day, hour, or even second, and this m...
XML Data Mining: Models, Methods, and Applications
Andrea Tagarelli (University of Calabria, Italy)
Copyright © 2012. 538 pages.
The widespread use of XML in business and scientific databases has prompted the development of methodologies, techniques, and systems for effectively managing and an...
Graph Data Management: Techniques and Applications
Sherif Sakr (University of New South Wales, Australia), Eric Pardede (LaTrobe University, Australia)
Copyright © 2012. 502 pages.
Graphs are a powerful tool for representing and understanding objects and their relationships in various application domains. The growing popularity of graph databas...
Advanced Database Query Systems: Techniques, Applications and Technologies
Li Yan (Northeastern University, China), Zongmin Ma (Northeastern University, China)
Copyright © 2011. 410 pages.
Databases are designed to support data storage, processing, and retrieval activities related to data management. The use of databases in various applications has res...
Knowledge Discovery Practices and Emerging Applications of Data Mining: Trends and New Domains
A.V. Senthil Kumar (CMS College of Science and Commerce, India)
Copyright © 2011. 414 pages.
Recent developments have drastically increased the volume and complexity of data available to be mined, leading researchers to explore new ways to glean non-trivial...
Data Mining in Public and Private Sectors: Organizational and Government Applications
Antti Syvajarvi (University of Lapland, Finland), Jari Stenvall (Tampere University, Finland)
Copyright © 2010. 448 pages.
The need for both organizations and government agencies to generate, collect, and utilize data in public and private sector activities is rapidly increasing, placing...
Text Mining Techniques for Healthcare Provider Quality Determination: Methods for Rank Comparisons
Patricia Cerrito (University of Louisville, USA)
Copyright © 2010. 410 pages.
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...

Editor(s) Biography

David Taniar received his PhD in Databases from Victoria University (Australia, 1997) and is now a Senior Lecturer at Monash University (Australia). He has published more than 100 research articles and edited a number of books in the Web technology series. He is on the editorial board of a number of international journals, including Data Warehousing and Mining, Business Intelligence and Data Mining, Mobile Information Systems, Mobile Multimedia, Web Information Systems, and Web and Grid Services. He has been elected as a Fellow of the Institute for Management of Information Systems (UK).