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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

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ICDM 2021   21th Industrial Conference on Data Mining
CyberC 2020   The 12th Int. Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery
MLDM 2021   17th International Conference on Machine Learning and Data Mining
ICCSE 2021   The 16th International Conference on Computer Science and Education
KDD 2021   27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
ACM--ICKIM--EI Compendex, Scopus 2021   ACM--2021 The 3rd International Conference on Knowledge and Information Management (ICKIM 2021)--EI Compendex, Scopus
CISDM 2020   2020 2nd Euro-Asia Conference on Information System and Data Mining (CISDM 2020)
ICC-CCNCPS 2021   IEEE ICC'2021 workshop on Communication, Computing, and Networking in Cyber Physical Systems
CBDA 2021   2nd International Conference on Big Data