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KDD
2007
ACM
149views Data Mining» more  KDD 2007»
16 years 6 months ago
Partial example acquisition in cost-sensitive learning
It is often expensive to acquire data in real-world data mining applications. Most previous data mining and machine learning research, however, assumes that a fixed set of trainin...
Victor S. Sheng, Charles X. Ling
CVPR
2007
IEEE
16 years 8 months ago
Learning Object Material Categories via Pairwise Discriminant Analysis
In this paper, we investigate linear discriminant analysis (LDA) methods for multiclass classification problems in hyperspectral imaging. We note that LDA does not consider pairwi...
Zhouyu Fu, Antonio Robles-Kelly
COMSWARE
2007
IEEE
16 years 20 days ago
VillageNet: A low-cost, 802.11-based mesh network for rural regions
— VillageNet is a wireless mesh network that aims to provide low-cost broadband Internet access for rural regions. The cost of building the network is kept low by using off-the-s...
Partha Dutta, Sharad Jaiswal, Debmalya Panigrahi, ...
INFOCOM
2007
IEEE
16 years 18 days ago
Routing with a Markovian Metric to Promote Local Mixing
— Routing protocols have traditionally been based on finding shortest paths under certain cost metrics. A conventional routing metric models the cost of a path as the sum of the...
Yunnan Wu, Saumitra M. Das, Ranveer Chandra
CATS
2007
15 years 7 months ago
On the Power of Structural Violations in Priority Queues
We give a priority queue that guarantees the worstcase cost of Θ(1) per minimum finding, insertion, and decrease; and the worst-case cost of Θ(lg n) with at most lg n + O( √ ...
Amr Elmasry, Claus Jensen, Jyrki Katajainen