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KDD
2010
ACM
223views Data Mining» more  KDD 2010»
15 years 9 months ago
Frequent regular itemset mining
Concise representations of frequent itemsets sacrifice readability and direct interpretability by a data analyst of the concise patterns extracted. In this paper, we introduce an...
Salvatore Ruggieri
171
Voted
JMLR
2010
175views more  JMLR 2010»
15 years 12 days ago
Hierarchical Convex NMF for Clustering Massive Data
We present an extension of convex-hull non-negative matrix factorization (CH-NMF) which was recently proposed as a large scale variant of convex non-negative matrix factorization ...
Kristian Kersting, Mirwaes Wahabzada, Christian Th...
MABS
2000
Springer
15 years 9 months ago
The Use of Models - Making MABS More Informative
g of target systems attempted but rather an abstraction of the target systems is modelled and insights bout the abstraction then applied back to the target systems. The MABS modell...
Bruce Edmonds
INFOCOM
2009
IEEE
16 years 7 days ago
Event Recognition in Sensor Networks by Means of Grammatical Inference
Abstract—Modern military and civilian surveillance applications should provide end users with the high level representation of events observed by sensors rather than with the raw...
Sahin Cem Geyik, Boleslaw K. Szymanski
DAGM
2009
Springer
16 years 5 days ago
The Stixel World - A Compact Medium Level Representation of the 3D-World
Abstract. Ambitious driver assistance for complex urban scenarios demands a complete awareness of the situation, including all moving and stationary objects that limit the free spa...
Hernán Badino, Uwe Franke, David Pfeiffer