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» Combining Estimators to Improve Performance
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ADHOC
2006
128views more  ADHOC 2006»
15 years 4 months ago
A novel caching scheme for improving Internet-based mobile ad hoc networks performance
Internet-based mobile ad hoc network (IMANETIMANET) is an emerging technique that combines a wired network (e.g. Internet) and a mobile ad hoc network (MANETMANET) for developing ...
Sunho Lim, Wang-Chien Lee, Guohong Cao, Chita R. D...
DAWAK
2008
Springer
15 years 6 months ago
Selective Pre-processing of Imbalanced Data for Improving Classification Performance
In this paper we discuss problems of constructing classifiers from imbalanced data. We describe a new approach to selective preprocessing of imbalanced data which combines local ov...
Jerzy Stefanowski, Szymon Wilk
ICASSP
2009
IEEE
15 years 11 months ago
Fast noise PSD estimation with low complexity
Although noise PSD estimation is a crucial part of noise reduction algorithms, most noise PSD estimators have problems in tracking non-stationary noise sources. Recently, a noise ...
Richard C. Hendriks, Richard Heusdens, Jesper Jens...
WWW
2009
ACM
16 years 5 months ago
Spatio-temporal models for estimating click-through rate
We propose novel spatio-temporal models to estimate clickthrough rates in the context of content recommendation. We track article CTR at a fixed location over time through a dynam...
Deepak Agarwal, Bee-Chung Chen, Pradheep Elango
NIPS
2008
15 years 5 months ago
Estimating Robust Query Models with Convex Optimization
Query expansion is a long-studied approach for improving retrieval effectiveness by enhancing the user's original query with additional related words. Current algorithms for ...
Kevyn Collins-Thompson