Scalable training of mixture models via coresets

D Feldman, M Faulkner… - Advances in neural …, 2011 - proceedings.neurips.cc
How can we train a statistical mixture model on a massive data set? In this paper, we show
how to construct coresets for mixtures of Gaussians and natural generalizations. A coreset is …

Rapid detection of rare geospatial events: earthquake warning applications

M Olson, A Liu, M Faulkner, KM Chandy - Proceedings of the 5th ACM …, 2011 - dl.acm.org
The paper presents theory, algorithms, measurements of experiments, and simulations for
detecting rare geospatial events by analyzing streams of data from large numbers of …

Demo abstract, the next big one: Detecting earthquakes and other rare events from community-based sensors

M Faulkner, M Olson, R Chandy… - Proceedings of the …, 2011 - ieeexplore.ieee.org
Can cell phones be used to detect earthquakes? The Community Seismic Network (CSN) is
building a dense sensor network from inexpensive and community owned sensors, such as …

Content based pre-diagnosis for wireless sensor networks

J Nie, H Ma - … Seventh International Conference on Mobile Ad …, 2011 - ieeexplore.ieee.org
The network diagnosis is significant and difficult because the limited resource in WSNs,
especially the heavy communication burden for diagnosis. How to reduce the diagnosis …

On Neighbors, Groups and Application Invariants in Mobile Wireless Sensor Networks

SV Guna - 2011 - eprints-phd.biblio.unitn.it
The miniaturization and energy-efficient operation of wireless sensor networks (WSNs)
provides unprecedented opportunities for monitoring mobile entities. The motivation for this …

[PDF][PDF] Sense and Response Systems for Crisis Management

JJ Bunn, KM Chandy, M Faulkner, AH Liu, M Olson - 2011 - Citeseer
A sense and response system senses important changes in the environment and responds
to the change. Examples of sense and response systems that deal with securing critical …

[PDF][PDF] Zhibo Wang zbwang@ iipc. zju. edu. cn

J Li, H Li - 2011 - cs.uh.edu
This paper provides a sample of a LATEX document for ACM Sensys. It complements the
document Author's (Alternate) Guide to Preparing ACM SIG Proceedings Using LATEX2ε …