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CVPR
2008
IEEE
16 years 1 months ago
Global data association for multi-object tracking using network flows
We propose a network flow based optimization method for data association needed for multiple object tracking. The maximum-a-posteriori (MAP) data association problem is mapped in...
Li Zhang, Yuan Li, Ramakant Nevatia
218
Voted
PKDD
2007
Springer
214views Data Mining» more  PKDD 2007»
16 years 24 days ago
Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework
Abstract. Analysis of privacy-sensitive data in a multi-party environment often assumes that the parties are well-behaved and they abide by the protocols. Parties compute whatever ...
Hillol Kargupta, Kamalika Das, Kun Liu
ICDM
2005
IEEE
133views Data Mining» more  ICDM 2005»
16 years 9 days ago
Summarization - Compressing Data into an Informative Representation
In this paper, we formulate the problem of summarization of a dataset of transactions with categorical attributes as an optimization problem involving two objective functions - co...
Varun Chandola, Vipin Kumar
DATE
2002
IEEE
104views Hardware» more  DATE 2002»
15 years 11 months ago
A Compiler-Based Approach for Improving Intra-Iteration Data Reuse
Intra-iteration data reuse occurs when multiple array references exhibit data reuse in a single loop iteration. An optimizing compiler can exploit this reuse by clustering (in the...
Mahmut T. Kandemir
HICSS
1995
IEEE
82views Biometrics» more  HICSS 1995»
15 years 10 months ago
A graph-theoretic data model for genome mapping databases
Graphs are a natural foundation for genome map databases. Mapping and other genomic data can be clearly represented by graphs, and graphs can be stored in a database. Graphs are d...
Mark Graves, Ellen R. Bergeman, Charles B. Lawrenc...