Sciweavers

187 search results - page 14 / 38
» Relational Temporal Data Mining for Wireless Sensor Networks
Sort
View
143
Voted
MOBIHOC
2007
ACM
16 years 3 months ago
Outlier detection in sensor networks
Outlier detection has many important applications in sensor networks, e.g., abnormal event detection, animal behavior change, etc. It is a difficult problem since global informati...
Bo Sheng, Qun Li, Weizhen Mao, Wen Jin
IJSNET
2010
114views more  IJSNET 2010»
15 years 1 months ago
Wireless sensor networks for soil science
Abstract: Wireless sensor networks can revolutionize soil ecology by providing measurements at temporal and spatial granularities previously impossible. This paper presents our fi...
Andreas Terzis, Razvan Musaloiu-Elefteri, Joshua C...
128
Voted
SDM
2009
SIAM
123views Data Mining» more  SDM 2009»
16 years 18 days ago
Tracking User Mobility to Detect Suspicious Behavior.
Popularity of mobile devices is accompanied by widespread security problems, such as MAC address spoofing in wireless networks. We propose a probabilistic approach to temporal an...
Gaurav Tandon, Philip K. Chan
IEEECIT
2010
IEEE
15 years 1 months ago
Research on Key Technologies of Building Home Control Based on the Wireless Network
: Relatively higher cost, worse extensibility of the monitoring points and weaker mobility are those disadvantages that widely exist in the wire data collection system of the tradi...
Si-You Xiao, Xuan Zhang
139
Voted
ICDM
2005
IEEE
189views Data Mining» more  ICDM 2005»
15 years 9 months ago
Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering
We present a novel approach for clustering sequences of multi-dimensional trajectory data obtained from a sensor network. The sensory time-series data present new challenges to da...
Jie Yin, Qiang Yang