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118
Voted
ICDE
2008
IEEE
168views Database» more  ICDE 2008»
15 years 9 months ago
Index Design for Dynamic Personalized PageRank
Personalized PageRank, related to random walks with restarts and conductance in resistive networks, is a frequent search paradigm for graph-structured databases. While efficient ba...
Amit Pathak, Soumen Chakrabarti, Manish S. Gupta
133
Voted
ICDM
2008
IEEE
115views Data Mining» more  ICDM 2008»
15 years 9 months ago
Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons
Nonnegative Matrix Factorization (NMF) is a dimension reduction method that has been widely used for various tasks including text mining, pattern analysis, clustering, and cancer ...
Jingu Kim, Haesun Park
110
Voted
ICSM
2008
IEEE
15 years 9 months ago
Supporting software evolution analysis with historical dependencies and defect information
More than 90% of the cost of software is due to maintenance and evolution. Understanding the evolution of large software systems is a complex problem, which requires the use of va...
Marco D'Ambros
135
Voted
ISORC
2008
IEEE
15 years 9 months ago
Hardware Objects for Java
Java, as a safe and platform independent language, avoids access to low-level I/O devices or direct memory access. In standard Java, low-level I/O it not a concern; it is handled ...
Martin Schoeberl, Christian Thalinger, Stephan Kor...
107
Voted
TPHOL
2008
IEEE
15 years 9 months ago
Nominal Inversion Principles
When reasoning about inductively defined predicates, such as typing judgements or reduction relations, proofs are often done by inversion, that is by a case analysis on the last r...
Stefan Berghofer, Christian Urban