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JMLR
2010
155views more  JMLR 2010»
13 years 17 days ago
Structured Sparse Principal Component Analysis
We present an extension of sparse PCA, or sparse dictionary learning, where the sparsity patterns of all dictionary elements are structured and constrained to belong to a prespeci...
Rodolphe Jenatton, Guillaume Obozinski, Francis Ba...
AINA
2006
IEEE
13 years 12 months ago
Peer-to-Peer Usage Analysis: a Distributed Mining Approach
With the huge number of information sources available on the Internet, Peer-to-Peer (P2P) systems offer a novel kind of system architecture providing the large-scale community wit...
Florent Masseglia, Pascal Poncelet, Maguelonne Tei...
ESOP
2007
Springer
13 years 12 months ago
Modular Shape Analysis for Dynamically Encapsulated Programs
We present a modular static analysis which identifies structural (shape) invariants for a subset of heap-manipulating programs. The subset is defined by means of a non-standard ...
Noam Rinetzky, Arnd Poetzsch-Heffter, Ganesan Rama...
VMCAI
2007
Springer
13 years 12 months ago
Shape Analysis of Single-Parent Heaps
We define the class of single-parent heap systems, which rely on a singly-linked heap in order to model destructive updates on tree structures. This encoding has the advantage of ...
Ittai Balaban, Amir Pnueli, Lenore D. Zuck
IWVF
2001
Springer
13 years 10 months ago
A Rotation-Invariant Morphology for Shape Analysis of Anisotropic Objects and Structures
In this paper we propose a series of novel morphological operators that are anisotropic, and adapt themselves to the local orientation in the image. This new morphology is therefor...
Cris L. Luengo Hendriks, Lucas J. van Vliet