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134
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ACL
2012
13 years 6 months ago
Authorship Attribution with Author-aware Topic Models
Authorship attribution deals with identifying the authors of anonymous texts. Building on our earlier finding that the Latent Dirichlet Allocation (LDA) topic model can be used t...
Yanir Seroussi, Fabian Bohnert, Ingrid Zukerman
133
Voted
CACM
2010
104views more  CACM 2010»
15 years 3 months ago
Faster dimension reduction
Data represented geometrically in high-dimensional vector spaces can be found in many applications. Images and videos, are often represented by assigning a dimension for every pix...
Nir Ailon, Bernard Chazelle
ICTAI
2007
IEEE
15 years 9 months ago
Versatile RDF Representation for Multimedia Semantic Search
Abstract—The integration of semantic representation and retrieval technologies into mainstream web applications depends on the ease of adoption and re-use of existing information...
Dario Bonino, Fulvio Corno, Paolo Pellegrino
145
Voted
ICA
2007
Springer
15 years 9 months ago
Mutual Interdependence Analysis (MIA)
Functional Data Analysis (FDA) is used for datasets that are more meaningfully represented in the functional form. Functional principal component analysis, for instance, is used to...
Heiko Claussen, Justinian Rosca, Robert I. Damper
ICSM
2006
IEEE
15 years 9 months ago
Working Session: Information Retrieval Based Approaches in Software Evolution
During software evolution a collection of related artifacts with different representations are created. Some of these are composed of structured data (e.g., analysis data), some c...
Andrian Marcus, Andrea De Lucia, Jane Huffman Haye...