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» A linear implementation of PACMAN
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117
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HPCC
2005
Springer
15 years 9 months ago
A Coarse Grained Parallel Algorithm for Closest Larger Ancestors in Trees with Applications to Single Link Clustering
Hierarchical clustering methods are important in many data mining and pattern recognition tasks. In this paper we present an efficient coarse grained parallel algorithm for Single...
Albert Chan, Chunmei Gao, Andrew Rau-Chaplin
145
Voted
ICFEM
2005
Springer
15 years 9 months ago
Using Three-Valued Logic to Specify and Verify Algorithms of Computational Geometry
Many safety-critical systems deal with geometric objects. Reasoning about the correctness of such systems is mandatory and requires the use of basic definitions of geometry for th...
Jens Brandt, Klaus Schneider
106
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IDEAL
2005
Springer
15 years 9 months ago
Neural Networks: A Replacement for Gaussian Processes?
Abstract. Gaussian processes have been favourably compared to backpropagation neural networks as a tool for regression. We show that a recurrent neural network can implement exact ...
Matthew Lilley, Marcus R. Frean
143
Voted
ISRR
2005
Springer
211views Robotics» more  ISRR 2005»
15 years 9 months ago
Field D*: An Interpolation-Based Path Planner and Replanner
Abstract. We present an interpolation-based planning and replanning algorithm for generating smooth paths through non-uniform cost grids. Most grid-based path planners use discrete...
Dave Ferguson, Anthony Stentz
97
Voted
PKDD
2005
Springer
97views Data Mining» more  PKDD 2005»
15 years 9 months ago
Frequency-Based Separation of Climate Signals
Abstract. The paper presents an example of exploratory data analysis of climate measurements using a recently developed denoising source separation (DSS) framework. We analysed a c...
Alexander Ilin, Harri Valpola