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JIIS
2002
114views more  JIIS 2002»
13 years 7 months ago
A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams
Abstract. We propose a novel probabilistic method, based on latent variable models, for unsupervised topographic visualisation of dynamically evolving, coherent textual information...
Ata Kabán, Mark Girolami
SMALLTALK
2007
Springer
14 years 1 months ago
Object flow analysis: taking an object-centric view on dynamic analysis
To extract abstract views of the behavior of an object-oriented system for reverse engineering, a body of research exists that analyzes a system’s runtime execution. Those approa...
Adrian Lienhard, Stéphane Ducasse, Tudor G&...
FMCAD
2004
Springer
13 years 11 months ago
Bloom Filters in Probabilistic Verification
Abstract. Probabilistic techniques for verification of finite-state transition systems offer huge memory savings over deterministic techniques. The two leading probabilistic scheme...
Peter C. Dillinger, Panagiotis Manolios
ESOP
2007
Springer
14 years 1 months ago
Cost Analysis of Java Bytecode
Abstract. Cost analysis of Java bytecode is complicated by its unstructured control flow, the use of an operand stack and its object-oriented programming features (like dynamic di...
Elvira Albert, Puri Arenas, Samir Genaim, Germ&aac...
OOPSLA
2007
Springer
14 years 1 months ago
Probabilistic calling context
Calling context enhances program understanding and dynamic analyses by providing a rich representation of program location. Compared to imperative programs, objectoriented program...
Michael D. Bond, Kathryn S. McKinley