DEDA 2019 : Special Issue on Data-Enabled Discovery for Industrial Cyber-Physical Systems

----------------------------------------------------------------------------------------------------------------
Special Issue on Data-Enabled Discovery for Industrial Cyber-Physical Systems
-----------------------------------------------------------------------------------------------------------------
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)
----------
Scope
---------
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.
-----------------------------------------------------------------------------------------------------------------
Topics of Interest
-----------------------------------------------------------------------------------------------------------------
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]
-----------------------------------------------------------------------------------------------------------------
Submission Format and Guidelines
-----------------------------------------------------------------------------------------------------------------
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.
-----------------------------------------------------------------------------------------------------------------
Important Dates
-----------------------------------------------------------------------------------------------------------------

Manuscript due date: August 09.2019
Notification date: September 30.2019
Revised Manuscript due date: October 20.2019
Final Decision Date: November 10.2019.
Camera ready due date: November 30.2019.

Guest editors
Raju Gottumukkala, UL Lafayette, USA, [email protected]
Peter Beling, University of Virginia, USA [email protected]

Deadline for submissions
9 August 2019