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» A clustering method that uses lossy aggregation of data
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IJCAI
2003
13 years 7 months ago
Data Clustering: Principal Components, Hopfield and Self-Aggregation Networks
We present a coherent framework for data clustering. Starting with a Hopfield network, we show the solutions for several well-motivated clustering objective functions are principa...
Chris H. Q. Ding
ADHOC
2010
163views more  ADHOC 2010»
13 years 6 months ago
A probabilistic method for cooperative hierarchical aggregation of data in VANETs
We propose an algorithm for the hierarchical aggregation of observations in dissemination-based, distributed traffic information systems. Instead of transmitting observed paramete...
Christian Lochert, Björn Scheuermann, Martin ...
MSN
2007
Springer
161views Sensor Networks» more  MSN 2007»
13 years 12 months ago
SAPC: A Secure Aggregation Protocol for Cluster-Based Wireless Sensor Networks
To increase the lifespan of wireless sensor networks (WSN) and preserve the energy of sensors, data aggregation techniques are usually used. Aggregation can be seen as the process ...
Chakib Bekara, Maryline Laurent-Maknavicius, Kheir...
ICRA
2009
IEEE
195views Robotics» more  ICRA 2009»
14 years 13 days ago
Passive event-based extrapolation for lossy haptic data compression in bilateral presence systems
— A new lossy compression method is proposed for haptic (force, velocity) data as exchanged in bilateral telepresence systems. The method is based on the passive extrapolative co...
Philipp Kremer, Martin Kuschel, Carsten Preusche, ...
IDEAS
1999
IEEE
123views Database» more  IDEAS 1999»
13 years 10 months ago
Improving OLAP Performance by Multidimensional Hierarchical Clustering
Data-warehousing applications cope with enormous data sets in the range of Gigabytes and Terabytes. Queries usually either select a very small set of this data or perform aggregat...
Volker Markl, Frank Ramsak, Rudolf Bayer