[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Original contributions, previously unpublished, and not currently under review 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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