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IROS
2006
IEEE
141views Robotics» more  IROS 2006»
16 years 15 days ago
Experimental Analysis of Overhead Data Processing To Support Long Range Navigation
Abstract— Long range navigation by unmanned ground vehicles continues to challenge the robotics community. Efficient navigation requires not only intelligent on-board perception...
David Silver, Boris Sofman, Nicolas Vandapel, J. A...
IDEAL
2005
Springer
15 years 12 months ago
Cluster Analysis of High-Dimensional Data: A Case Study
Abstract. Normal mixture models are often used to cluster continuous data. However, conventional approaches for fitting these models will have problems in producing nonsingular es...
Richard Bean, Geoffrey J. McLachlan
VLDB
2005
ACM
110views Database» more  VLDB 2005»
15 years 12 months ago
U-DBMS: A Database System for Managing Constantly-Evolving Data
In many systems, sensors are used to acquire information from external environments such as temperature, pressure and locations. Due to continuous changes in these values, and lim...
Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar
PKDD
2004
Springer
113views Data Mining» more  PKDD 2004»
15 years 12 months ago
Discovery of Regulatory Connections in Microarray Data
Abstract. In this paper, we introduce a new approach for mining regulatory interactions between genes in microarray time series studies. A number of preprocessing steps transform t...
Michael Egmont-Petersen, Wim de Jonge, Arno Siebes
IJCNN
2000
IEEE
15 years 11 months ago
Probabilistic Neural Network Models for Sequential Data
It has already been shown how Artificial Neural Networks (ANNs) can be incorporated into probabilistic models. In this paper we review some of the approaches which have been prop...
Yoshua Bengio