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» D-finiteness: algorithms and applications
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DICTA
2008
15 years 8 months ago
Application of the Particle Filter to Tracking of Fish in Aquaculture Research
The analysis of fish movement as an indicator of fish behaviour plays an important role in aquaculture research. Currently observations are carried out manually using video record...
Tomasz Pinkiewicz, Ray Williams, John Purser
ICISC
2008
146views Cryptology» more  ICISC 2008»
15 years 8 months ago
A New Technique for Multidimensional Linear Cryptanalysis with Applications on Reduced Round Serpent
Abstract. In this paper, we present a new technique for Matsui's algorithm 2 using multidimensional linear approximation. We show that the data complexity of the attack can be...
Joo Yeon Cho, Miia Hermelin, Kaisa Nyberg
ICMLA
2008
15 years 8 months ago
Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies
In this work, a new learning paradigm called target selection is proposed, which can be used to test for associations between a single genetic variable and a multidimensional, qua...
Johannes Mohr, Sambu Seo, Imke Puis, Andreas Heinz...
AVI
2004
15 years 8 months ago
Interactive data summarization: an example application
Summarizing large multidimensional datasets is a challenging task, often requiring extensive investigation by a user to identify overall trends and important exceptions to them. W...
Neal Lesh, Michael Mitzenmacher
FLAIRS
2006
15 years 8 months ago
Machine Learning for Imbalanced Datasets: Application in Medical Diagnostic
In this paper, we present a new rule induction algorithm for machine learning in medical diagnosis. Medical datasets, as many other real-world datasets, exhibit an imbalanced clas...
Luis Mena, Jesus A. Gonzalez