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DEDA 2020 : Special Issue on Data-Enabled Discovery for Industrial Cyber-Physical Systems

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Link: https://www.springer.com/engineering/computational+intelligence+and+complexity/journal/41688
 
When N/A
Where N/A
Submission Deadline Dec 15, 2019
Notification Due Jan 20, 2020
Final Version Due Feb 25, 2020
Categories    JOURNAL   special issue   data mining   cyber-physical
 

Call For Papers

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Special Issue on Data-Enabled Discovery for Industrial Cyber-Physical Systems
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We invite submissions of papers on Industrial Cyber-Physical Systems as part of the Data-Enabled Discovery and Applications
(https://link.springer.com/journal/41688)
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Scope
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The special issue is devoted to attracting original research papers on techniques, applications, industry case studies and experience reports connected to data-enabled discovery for cyber-physical systems with special emphasis on industrial applications.
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Topics of Interest
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In particular, the topics of interest include but are not limited to:
* Data pre-processing: data cleaning, dimensionality reduction, feature extraction,
* Data integration: integrating data from heterogeneous sources, resolving conflicts, schema integration
* Data Mining Methods: mining streaming data, time-series data, mining multi-dimensional data, classification, clustering, anomaly & outliner detection, predictive modeling, deep learning, feature learning and representation
* Algorithms: online algorithms, optimization methods, scalable & high-performance methods, reinforcement learning, hierarchical models
* Knowledge Discovery Process: data exploration, interactive visualization
* Decision support: human-autonomy collaboration, behavioral modeling
* Applications [ Manufacturing; Transportation; Energy; Aviation; Automotive; Buildings and smart cities; Healthcare; Autonomous systems and robotics; Smart and connected health]
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Submission Format and Guidelines
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Papers should have no more than 30 pages and should be formatted according to the instructions used for articles in the journal Data-Enabled Discovery and Applications. Authors should indicate "Special Issue on Data-Enabled Discovery for Industrial Cyber-Physical Systems" on the first page and in the authors cover letter.

A detailed submission guideline is available as ‘Instructions for Authors’ at :
https://www.springer.com/engineering/computational+intelligence+and+complexity/journal/41688

Please contact the guest editors for any questions.
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Important Dates
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Manuscript due date: December 15.2019
Notification date: January 20.2020
Revised Manuscript due date: February 10.2020
Final Decision Date: March 10.2020.
Camera ready due date: March 20.2020.

Guest editors
Raju Gottumukkala, UL Lafayette, USA, raju@louisiana.edu
Peter Beling, University of Virginia, USA beling@virginia.edu

Deadline for submissions
15 December 2019

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