[Tccc] CFP: ACM SenseMine 2013, co-located with SenSys 2013
Emiliano Miluzzo
miluzzoatresearch.att.com
Wed Jul 24 13:28:31 EDT 2013
** Apologies if you received multiple copies of this cfp **
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ACM SenSys 2013 SenseMine Workshop
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SenseMine 2013
First International Workshop on Sensing and Big Data Mining
November 14, Rome, Italy
http://www2.research.att.com/sensemine2013/
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CALL FOR PAPERS
The numbers and modalities of digital information sources being captured to
monitor our traffic, weather, power, personal context, goods, factories,
utilities, ports, health, IT infrastructure, and social networks, is continuing
to grow at an incredible rate. Commercial, government organizations, and
individuals depend on the ability to automatically mine data from different
types of sensor platforms (from large sensor networks to an individual's
smartphone) in order to monitor, alert, learn from, and in some cases affect
and control our surroundings.
The research involved in developing applications for these classes of problems
lies at the intersection of several diverse disciplines, including sensing
systems, signal processing, machine learning and data mining, data management,
and large-scale distributed systems - for both online as well as offline
analysis. In this workshop, co-located with AMC SenSys 2013, we will include
state-of-the-art approaches and technical solutions in the area of extracting
knowledge, by mining data from sensor networks in large-scale settings.
The goal of the workshop is to establish a new research community and a venue
for researchers, practitioners, and academics to present their results in these
disciplines. We expect this workshop to be a long-term, continued venue for
this research community, and to also lead to the setup of appropriate special
issues and journals.
As part of this workshop, we will include both peer-reviewed and invited
papers. All accepted papers will be included in the ACM digital library.
Original contributions, previously unpublished, and not currently under review
by another journal or conference, are solicited in relevant areas, including,
but not limited to:
1. Mining data from large-scale sensor networks and smartphone sensing
deployments
a. Distributed, Parallel, and Scalable Mining Algorithms
b. Multi-Modal Mining Algorithms
c. Resource-Adaptive (power, network, compute) Mining
d. Mining sparsely sampled, noisy, and untrustworthy data
e. Mining big data collected from large-scale smartphone sensing
deployments
f. Supporting visualization and user interaction
2. Distributed Processing for Sensor Network Data
a. Distributed Processing at edge, and core of sensor network
b. Stream Processing Systems, Hadoop/MapReduce, Cloud, Cross-Platform
computing
3. Sensor Systems and Machine-to-Machine architecture Design
a. Large-scale sensor network and Machine-to-Machine architectures
b. Smartphone sensing deployments for big data collection
4. Novel Applications of Mining Sensor Network Data: Energy, Healthcare,
Security, Transportation, P2P Systems, Enterprise Environments, Social
Networks, Smartphones
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Submission Instructions:
Submission deadline: September 6, 2013
Notification of acceptance: October 11, 2013
Please email your submission to the workshop TPC chairs (miluzzo at
research.att.com and turaga atus.ibm.com) with the following text in the
subject line of your email: [SenseMine 2013 submission]
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Workshop Chairs:
Emiliano Miluzzo, AT&T Labs Research
Deepak S. Turaga, IBM Research
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TPC Committee (Preliminary):
Deborah Estrin (Cornell)
Andrew Campbell (Dartmouth)
Yanyong Zhang (Rutgers)
Marco Conti (CNR Italy)
Immanel Schweizer (Technische Universitat Darmstadt)
Jin Gao (SUNY Buffalo)
Wei Fan (Huawei)
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- Emiliano Miluzzo & Deepak Turaga
TPC Chairs, SenseMine 2013
_______________________________________________
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