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Call for chapters - Periodic Pattern Mining : Theory, Algorithms and Applications
Deadline: October 1st.
Deadline: October 1st. Posted by:
webmasterphilfv
Date: July 22, 2020 05:26PM
CALL FOR CHAPTERS
Periodic Pattern Mining: Theory, Algorithms and Applications
Editors:
Rage Uday Kiran,
Philippe Fournier-Viger,
Anirban Mondal,
José María Luna
Jerry Chun-Wei Lin
An edited book to be published by Springer in 2021
Chapter proposal deadline: 1st October 2020
Proposal acceptance date: 10th October 2020
Full chapter submission deadline: 15th January 2021
Planned publication date: 1st July 2021
Introduction
Periodic pattern mining is an important and emerging research topic in the field of data mining. It involves discovering patterns that are occurring regularly (or periodically) in a temporal database. A major application of periodic pattern mining is market-basket analysis. It involves analyzing which sets of items were regularly purchased by the customers in the data. This book provides an introduction to this field, reviews state-of-the-art techniques, and discusses recent advances.
Book aims
Presents an overview of the theory and basic models used in periodic pattern mining
Covers recent advances on periodic pattern mining
Covers parallel mining of periodic patterns in big data paradigm.
Discusses important applications and open-source software.
Topics of interest (not limited to):
Periodic pattern mining
Periodic pattern mining in graphs
Parallel mining of periodic patterns in big data
Periodic pattern mining in streams
High utility periodic patterns
Visualization techniques.
Privacy preserving periodic mining
Open-source software
Applications
A chapter can be either a survey of a topic of interest or be a research paper.
Submissions
Interested researchers are invited to submit a chapter proposal clearly stating your focused problems and contributions related to one of the above topics due on the 1st October 2020. This must include a proposed title, abstract, author list with names/affiliations/e-mails, and a brief description of the organization of your chapter in terms of sections and content. Authors of accepted chapters will be notified by the 10th October 2020. Full chapters are due by the 15th January 2020. The Springer LaTeX template for multi-author books must be used for chapters. Click here to access Overleaf Springer multi-author template.
Enquiries and submissions can be sent to Rage Uday Kiran
(uday.rage@gmail.com)
Edited 3 time(s). Last edit at 07/22/2020 10:03PM by webmasterphilfv.
Periodic Pattern Mining: Theory, Algorithms and Applications
Editors:
Rage Uday Kiran,
Philippe Fournier-Viger,
Anirban Mondal,
José María Luna
Jerry Chun-Wei Lin
An edited book to be published by Springer in 2021
Chapter proposal deadline: 1st October 2020
Proposal acceptance date: 10th October 2020
Full chapter submission deadline: 15th January 2021
Planned publication date: 1st July 2021
Introduction
Periodic pattern mining is an important and emerging research topic in the field of data mining. It involves discovering patterns that are occurring regularly (or periodically) in a temporal database. A major application of periodic pattern mining is market-basket analysis. It involves analyzing which sets of items were regularly purchased by the customers in the data. This book provides an introduction to this field, reviews state-of-the-art techniques, and discusses recent advances.
Book aims
Presents an overview of the theory and basic models used in periodic pattern mining
Covers recent advances on periodic pattern mining
Covers parallel mining of periodic patterns in big data paradigm.
Discusses important applications and open-source software.
Topics of interest (not limited to):
Periodic pattern mining
Periodic pattern mining in graphs
Parallel mining of periodic patterns in big data
Periodic pattern mining in streams
High utility periodic patterns
Visualization techniques.
Privacy preserving periodic mining
Open-source software
Applications
A chapter can be either a survey of a topic of interest or be a research paper.
Submissions
Interested researchers are invited to submit a chapter proposal clearly stating your focused problems and contributions related to one of the above topics due on the 1st October 2020. This must include a proposed title, abstract, author list with names/affiliations/e-mails, and a brief description of the organization of your chapter in terms of sections and content. Authors of accepted chapters will be notified by the 10th October 2020. Full chapters are due by the 15th January 2020. The Springer LaTeX template for multi-author books must be used for chapters. Click here to access Overleaf Springer multi-author template.
Enquiries and submissions can be sent to Rage Uday Kiran
(uday.rage@gmail.com)
Edited 3 time(s). Last edit at 07/22/2020 10:03PM by webmasterphilfv.