Open access peer-reviewed Edited Volume

Data Mining

Ciza Thomas

Government of Kerala

Dr. Thomas is a member of IEEE Computer Society, International Society of Information Fusion (ISIF), Indian Society of Technical Education (ISTE), and is nominated to Indian National Science Academy. She is also a recipient of an Achievement award in 2010 and the E-learning IT award in 2014 from the Government of Kerala.

Covering

Data Mining Knowledge Discovery Data Cleaning Data Integration Data Selection Data Transformation Data Warehouse Classification Clustering Prediction Correlation Analysis Cluster Analysis

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About the book

The abundance of data in various fields including medical, financial, business, banking, cyberworld, social science, etc. has been an issue in the recent past and is expected to become worse in future. Manual analysis of such large volume of data is difficult and there is the need to automate the data analysis. Data mining includes intelligent supporting techniques in transforming the big data into useful information and knowledge. Researchers and practitioners in areas such as statistics, pattern recognition, machine learning, artificial intelligence, and visualization are contributing to the field of data mining for better utilization of the data. Data mining finds applications in the entire spectrum of science and technology, including basic sciences, life sciences and medicine, social, economic, and cognitive sciences, as well as engineering and computers.

This book on Data Mining aims to include topics from the very basics to advanced techniques, and the present-day applications in this field. Various applications and research frontiers in data mining with algorithms and implementation details for use in the real-world are encouraged.

Publishing process

Book initiated and editor appointed

Date completed: March 5th 2021

Applications to edit the book are assessed and a suitable editor is selected, at which point the process begins.

Chapter proposals submitted and reviewed

Deadline Extended: Open for Submissions

Potential authors submit chapter proposals ready for review by the academic editor and our publishing review team.

Approved chapters written in full and submitted

Deadline for full chapters: June 1st 2021

Once approved by the academic editor and publishing review team, chapters are written and submitted according to pre-agreed parameters

Full chapters peer reviewed

Review results due: August 20th 2021

Full chapter manuscripts are screened for plagiarism and undergo a Main Editor Peer Review. Results are sent to authors within 30 days of submission, with suggestions for rounds of revisions.

Book compiled, published and promoted

Expected publication date: October 19th 2021

All chapters are copy-checked and typesetted before being published. IntechOpen regularly submits its books to major databases for evaluation and coverage, including the Clarivate Analytics Book Citation Index in the Web of ScienceTM Core Collection. Other discipline-specific databases are also targeted, such as Web of Science's BIOSIS Previews.

About the editor

Ciza Thomas

Government of Kerala

Dr. Ciza Thomas is currently working as the Senior Joint Director at the Directorate of Technical Education, Government of Kerala, India. Her area of expertise is network security with research interest in the fields of information security, data mining, sensor fusion, pattern recognition, information retrieval, digital signal processing, and image processing. She has published in more than 60 international journals and international conference proceedings, as well as 50 national conference publications. She has edited six books and published fifteen book chapters. She is a reviewer of more than ten reputed international journals including IEEE transactions on Signal Processing, IEEE transactions on Neural Networks, International Journal of Network Security, International Journal of Network Management, and IEEE-John Wiley International Journal on Security and Communications Network. She is a recipient of an achievement award in 2010 and the e-learning IT award in 2014 from Government of Kerala.

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Book chapters authored 3

Books edited 5

Introducing your Author Service Manager

Mrs. Mia Vulovic

As an Author Service Manager, my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. Whether that be identifying an exceptional author and proposing an editorship collaboration, or contacting researchers who would like the opportunity to work with IntechOpen, I establish and help manage author and editor acquisition and contact.

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