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Special Sessions All
special sessions are open to attendees of
all conferences held at WORLDCOMP'15.
Please note the
extended deadlines for submission/notification.
The following special sessions are approved so far
and will be hosted by DMIN'15:
1)
Real-World Data Mining & Data Science Applications, Challenges, and
Perspectives
2)
Data Science
3) eMaintenance and Maintenance
4.0
Special Session on
Real-World Data Mining
& Data Science
Applications, Challenges, and Perspectives
Call for Papers (Special Session)
Organizer:
Mahmoud Abou-Nasr, Ford Motor Company
-
Research and Innovation Center,
mabounas@ford.com
The
past decade has witnessed a vast growth of the amount of
data produced and the proliferation of specialized
databases in a wide range of business, industrial,
medical and scientific applications. Data mining is
becoming an increasingly important tool in the process
of knowledge discovery and the transformation of data
into valuable information. The objective of this special
session is to provide a forum for the data mining, data
science researchers and industrial practitioners to
discuss data mining and data science applications,
issues, and the challenges that arise when addressing
real-world problems.
Topics of interest
include, but are not limited to:
-
Enterprise knowledge management/knowledge discovery
-
Corporate planning
-
Direct marketing
-
Credit scoring
-
Forecasting
-
Automotive applications
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Medical decision making, diagnostics
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Bioinformatics
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Text and image recognition
Challenges to be addressed include but are not limited
to:
This special session of DMIN'15
will cover all aspects of
data mining and data science applications. The special session will be
held during the DMIN'15 conference, July 27-30, in Las
Vegas, Nevada, USA. All papers should be
submitted using the standard procedures for DMIN papers.
For your submission of the draft paper, please select
the Track 'DMDSA
-
Special Session on Real-World Data Mining & Data Science Applications,
Challenges, and Perspectives'.
Any questions should be directed to
the
special session organizer or to one of the DMIN
conference organizers.
 |
Download
CfP Special
Session on Real-World Data Mining & Data Science Applications,
Challenges, and Perspectives (pdf) |
Special Session on
Data Science
Call for Papers (Special Session)
Organizer:
Peter Geczy, Mahmoud
Abou-Nasr, Gary M. Weiss, Robert Stahlbock
Expansion of digital data,
its diversity and complexity has been presenting
numerous challenges to scientists and practitioners.
Massive amounts of data are being generated daily.
Growth of data is rapidly exceeding our technological
capabilities to manage and process it. This trend is
expected to continue over the following years―bringing
yet unforeseen challenges. It is pertinent that novel
approaches, frameworks and technologies are developed to
address these challenges. Data Science―an emerging
scientific and educational field―attempts to approach
these issues from an interdisciplinary perspective. This
special session aims to provide a forum for researchers,
educators and practitioners in the field of data science
to present and discuss their methods, achievements and
challenges. The topics of interest include, but are not
limited to, the following:
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Data Science Foundations
-
Data Science Education
-
Data Science Applications
-
Data Products and Services
-
Data Engineering
-
Data Lifecycle
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Data Quality
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Data Complexity
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Data Manipulation
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Data Acquisition
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Data Analytics
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Data Description and Metadata
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Data Types, Structures and Frameworks
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Structured, Semi-structured and Unstructured Data
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Static and Dynamic Data
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Data Dynamics and Variability
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Data Velocity, Transfers and Migrations
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Data Completeness and Partiality
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Data Pre-processing, Processing and Post-processing
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Data Mining and Knowledge Extraction
-
Data Management
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Data Visualization and Presentation
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Data Storage, Retention, Preservation and
Conservation
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Data Compromization, Contamination and Corruption
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Data Security, Protection and Encryption
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Data Marts, Valuation and Monetization
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Privacy, Legislative and Regulatory Frameworks
This special session of DMIN’15 will cover all aspects
of data science. The special session will be held during
the DMIN conference, July 27-30, 2015, in Las Vegas,
Nevada, USA. All papers should be submitted using the
standard procedures for DMIN papers
(see
http://www.dmin-2015.com/submission.htm).
For your submission of the draft paper, please select
the Track 'DS - Special Session on Data Science’.
Any questions should be directed to the special session
organizers or to one of the DMIN conference organizers
via
special-session-chair@dmin-2015.com or
conference-chair@dmin-2015.com.
|
|
Download
CfP Special
Session on Data Science (pdf) |
Special Session on
eMaintenance and Maintenance 4.0
Call for Papers (Special Session)
Organizer:
Diego Galar
Production, transportation and other type of assets like
health care or facilities are systems extremely complex
both with respect to technology and to operations, and
involve a wide range of human actors, organizations and
technical solutions. For the operations and control of
such complex environments, a viable solution is to apply
intelligent computerized systems, such as computerized
traffic control systems for coordinating transportation,
automation systems like SCADA for monitoring and control
of production systems and obviously advanced monitoring
and diagnostic systems for health assessment for all
those systems.
Moreover, modern assets cannot compromise the safety
being this a must for operation and maintenance. Indeed
safety becomes a more difficult goal to be achieved in
the traditional way, and computerized solutions come
into the picture as the only feasible option to deal
with such complex systems interacting among them trying
to balance the growth in technical complexity together
with stable and acceptable dependability indexes.
eMaintenance and Maintenance 4.0 describe the fourth
generation of maintenance activity which is enabled by
smart systems and Internet-based solutions. Two of the
characteristic features are computerization by utilizing
cyber-physical systems and intelligence that are based
on the concept of "internet of things". In this scenario
of smarter assets, eMaintenance and Maintenance 4.0 will
provide maintenance services like diagnosis and
prognosis, predicting failures and optimizing further
decisions.
The papers presented in this session will discuss the
possibilities that lie within applying the eMaintenance
and maintenance 4.0 concepts in asset management.
Aspects from data collection from assets such as
condition monitoring or work orders until decisions
taken based on this huge and disparate amount of data
will be addressed.
The topics of interest include, but are not
limited to, the following:
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Data taxonomies and ontologies for asset management
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Data Services and servitization of maintenance
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Data Lifecycle in AM
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Data Quality in AM
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Data Complexity in AM
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Data Manipulation in AM
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Data Acquisition in AM
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Data Analytics in AM
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Knowledge Discovery in AM data
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Information fusión
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Maintenance decisión support systems
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AM expert systems
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eMaintenance platforms
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Emaintenance and Maintenance 4.0 hardware solutions
This special session of DMIN’15 will cover all aspects
of asset data. The special session will be held during
the DMIN conference, July 27-30, 2015, in Las Vegas,
Nevada, USA. All papers should be submitted using the
standard procedures for DMIN papers
(see
http://www.dmin-2015.com/submission.htm).
For your submission of the draft paper, please select
the Track 'eMM4 - Special Session on
eMaintenance and Maintenance 4.0’.
Any questions should be directed to the special session
organizer
via
diego.galar@ltu.se
or to one of the DMIN conference organizers
via
special-session-chair@dmin-2015.com or
conference-chair@dmin-2015.com.
 |
Download
CfP Special
Session on eMaintenance and
Maintenance 4.0 (pdf) |
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