Open access peer-reviewed Edited Volume

Data Mining - Methods, Applications and Systems

Derya Birant

Dokuz Eylül University

Covering

Data Mining Applications Knowledge Discovery Machine Learning Artificial Intelligence Classification Clustering Association Rule Mining Anomaly Detection Text Mining Web Mining Process Mining Data Warehousing

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About the book

Data Mining is a branch of computer science that is used to automatically extract meaningful, useful knowledge and previously unknown, hidden, interesting patterns from a large amount of data to support the decision-making process. The purpose of this book is to provide recent theoretical and practical advances in the field of data mining. This book will cover a number of innovative and recently developed data mining systems. A number of data mining applications will be reported including classification, clustering, association rule mining, and anomaly detection. The book also welcomes sub-topics under data mining such as text mining, web mining, image mining, data stream mining, parallel and distributed data mining, opinion mining, spatial data mining, process mining, data warehousing, and others. This book will bring together many different successful data mining studies on various areas such as health, marketing, finance, telecommunication, education, manufacturing, environment, transportation and so on. The goal is to help data miners, researchers, academics and scientists who wish to apply data mining techniques in their studies.

Publishing process

Book initiated and editor appointed

Date completed: November 4th 2019

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: April 24th 2020

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: July 13th 2020

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: September 11th 2020

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

Derya Birant

Dokuz Eylül University

Dr. Derya Birant received her B.S., M.S. and Ph.D. degrees in Computer Engineering from Dokuz Eylul University, Turkey in 2000, 2002 and 2006 respectively. Since 2017 she has been an Associate Professor at the Computer Engineering Department of Dokuz Eylul University. She is the vice-chair of both the Computer Engineering Department and the CEVMER research center. She was a Visiting Lecturer at the South East European University in 2006 and Ege University between 2010 and 2012. Her research interests include data mining and machine learning. She is the author of 5 book chapters and more than 70 publications (i.e. journal articles, conference papers). Dr. Birant has supervised more than 30 Ph.D. and MSc students and she is an IEEE and ACM member. She is the editorial board member of several journals and reviewer for major scientific journals. Dr. Birant has also served as an organizing committee member in several conferences and she has participated in many national and international conferences, workshops, and symposiums. She has been involved in more than 20 long-term interdisciplinary R&D projects. Dr. Birant has several Most Downloaded Article certifications and has graduation awards, ranking 2nd in the Faculty and the Department. She was also the recipient of the Outstanding Achievement Award in 2010.

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Book chapters authored 3

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Introducing your Author Service Manager

Ms. Lada Bozic

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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