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» A Systematic Approach to Multidimensional Databases
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UAI
2003
15 years 29 days ago
Probabilistic Models For Joint Clustering And Time-Warping Of Multidimensional Curves
In this paper we present a family of models and learning algorithms that can simultaneously align and cluster sets of multidimensional curves measured on a discrete time grid. Our...
Darya Chudova, Scott Gaffney, Padhraic Smyth
JSS
2007
174views more  JSS 2007»
14 years 11 months ago
Lessons from applying the systematic literature review process within the software engineering domain
A consequence of the growing number of empirical studies in software engineering is the need to adopt systematic approaches to assessing and aggregating research outcomes in order...
Pearl Brereton, Barbara A. Kitchenham, David Budge...
CSUR
1998
99views more  CSUR 1998»
14 years 11 months ago
Multidimensional Access Methods
Search operations in databases require some special support at the physical level. This is true for conventional databases as well as for spatial databases, where typical search o...
Volker Gaede, Oliver Günther
SIGMOD
2001
ACM
104views Database» more  SIGMOD 2001»
15 years 11 months ago
Querying Multi-dimensional Data Indexed Using the Hilbert Space-filling Curve
Mapping to one-dimensional values and then using a onedimensional indexing method has been proposed as a way of indexing multi-dimensional data. Most previous related work uses th...
Jonathan K. Lawder, Peter J. H. King
EDBT
2004
ACM
147views Database» more  EDBT 2004»
15 years 5 months ago
Clustering Multidimensional Extended Objects to Speed Up Execution of Spatial Queries
Abstract. We present a cost-based adaptive clustering method to improve average performance of spatial queries (intersection, containment, enclosure queries) over large collections...
Cristian-Augustin Saita, François Llirbat