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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

Related Resources

ICDMML 2020   【EI SCOPUS】2020 International Conference on Data Mining and Machine Learning
ECML PKDD 2020   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
ICDM 2020   20th IEEE International Conference on Data Mining
DS 2020   23rd International Conference on Discovery Science
CPCS 2020   Call for Chapters: Security and Privacy in Cyber-Physical Systems: Threats and Defenses
ICDM 2020   20th Industrial Conference on Data Mining ICDM 2020
SC-ML in IoT, BD and CPS 2020   Special Session on Soft Computing and Machine Learning in IoT, Big Data and Cyber Physical Systems
MoWiN 2020   9th International Conference on Mobile & Wireless Networks
Scopus-BDAI 2020   2020 International Conference on Industrial Applications of Big Data and Artificial Intelligence (BDAI 2020)
CPSIOT 2020   2020 International Conference on Cyber Physical Systems and IoT(CPSIOT 2020)