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» Model Kit for Lightweight Data Compression Algorithms
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KDD
2006
ACM
122views Data Mining» more  KDD 2006»
16 years 15 hour ago
Tensor-CUR decompositions for tensor-based data
Motivated by numerous applications in which the data may be modeled by a variable subscripted by three or more indices, we develop a tensor-based extension of the matrix CUR decom...
Michael W. Mahoney, Mauro Maggioni, Petros Drineas
PKDD
2010
Springer
177views Data Mining» more  PKDD 2010»
14 years 10 months ago
ITCH: Information-Theoretic Cluster Hierarchies
Hierarchical clustering methods are widely used in various scientific domains such as molecular biology, medicine, economy, etc. Despite the maturity of the research field of hie...
Christian Böhm, Frank Fiedler, Annahita Oswal...
IVC
2010
128views more  IVC 2010»
14 years 10 months ago
Online kernel density estimation for interactive learning
In this paper we propose a Gaussian-kernel-based online kernel density estimation which can be used for applications of online probability density estimation and online learning. ...
Matej Kristan, Danijel Skocaj, Ales Leonardis
ICDE
2006
IEEE
130views Database» more  ICDE 2006»
16 years 29 days ago
Warehousing and Analyzing Massive RFID Data Sets
Radio Frequency Identification (RFID) applications are set to play an essential role in object tracking and supply chain management systems. In the near future, it is expected tha...
Hector Gonzalez, Jiawei Han, Xiaolei Li, Diego Kla...
3DPVT
2004
IEEE
136views Visualization» more  3DPVT 2004»
15 years 3 months ago
A Unified Representation for Interactive 3D Modeling
Interactive 3D modeling is the process of building a 3D model of an object or a scene in real-time while the 3D (range) data is acquired. This is possible only if the computationa...
Dragan Tubic, Patrick Hébert, Jean-Daniel D...