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105
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ICDM
2003
IEEE
99views Data Mining» more  ICDM 2003»
15 years 7 months ago
Scalable Model-based Clustering by Working on Data Summaries
The scalability problem in data mining involves the development of methods for handling large databases with limited computational resources. In this paper, we present a two-phase...
Huidong Jin, Man Leung Wong, Kwong-Sak Leung
ICDM
2003
IEEE
92views Data Mining» more  ICDM 2003»
15 years 7 months ago
Postprocessing Decision Trees to Extract Actionable Knowledge
Most data mining algorithms and tools stop at discovered customer models, producing distribution information on customer profiles. Such techniques, when applied to industrial pro...
Qiang Yang, Jie Yin, Charles X. Ling, Tielin Chen
ICIP
2003
IEEE
15 years 7 months ago
Detection and counting of cars in aerial images
This paper introduces a new approach to automatic car detection in monocular large scale aerial images. The extraction is based on a hierarchical 3D-model that describes the promi...
S. Hinz
116
Voted
ICNP
2003
IEEE
15 years 7 months ago
Mobile Distributed Information Retrieval for Highly-Partitioned Networks
We propose and evaluate a mobile, peer-to-peer Information Retrieval system. Such a system can, for example, support medical care in a disaster by allowing access to a large colle...
Katrina M. Hanna, Brian Neil Levine, R. Manmatha
122
Voted
INFOCOM
2003
IEEE
15 years 7 months ago
Pseudo Likelihood Estimation in Network Tomography
Abstract— Network monitoring and diagnosis are key to improving network performance. The difficulties of performance monitoring lie in today’s fast growing Internet, accompani...
Gang Liang, Bin Yu