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» Cluster detection algorithm in neural networks
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AIIA
2003
Springer
15 years 1 months ago
A Neural Architecture for Segmentation and Modelling of Range Data
A novel, two stage, neural architecture for the segmentation of range data and their modeling with undeformed superquadrics is presented. The system is composed by two distinct neu...
Roberto Pirrone, Antonio Chella
IWANN
1999
Springer
15 years 1 months ago
Adaptive Resonance Theory Microchips
Recently, a real-time clustering microchip based on the ART1 algorithm has been reported. That chip was able to classify 100-bit input patterns into up to 18 categories. However, i...
Teresa Serrano-Gotarredona, Bernabé Linares...
DATAMINE
2006
157views more  DATAMINE 2006»
14 years 9 months ago
Data Clustering with Partial Supervision
Clustering with partial supervision finds its application in situations where data is neither entirely nor accurately labeled. This paper discusses a semisupervised clustering algo...
Abdelhamid Bouchachia, Witold Pedrycz
92
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IJNSEC
2011
232views more  IJNSEC 2011»
14 years 4 months ago
Location-aware, Trust-based Detection and Isolation of Compromised Nodes in Wireless Sensor Networks
The detection and isolation of compromised nodes in wireless sensor networks is a difficult task. However, failure to identify and isolate compromised nodes results in significan...
Garth V. Crosby, Lance Hester, Niki Pissinou
ISNN
2011
Springer
14 years 16 days ago
Orthogonal Feature Learning for Time Series Clustering
This paper presents a new method that uses orthogonalized features for time series clustering and classification. To cluster or classify time series data, either original data or...
Xiaozhe Wang, Leo Lopes