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ICDM
2003
IEEE
181views Data Mining» more  ICDM 2003»
15 years 9 months ago
Dynamic Weighted Majority: A New Ensemble Method for Tracking Concept Drift
Algorithms for tracking concept drift are important for many applications. We present a general method based on the Weighted Majority algorithm for using any online learner for co...
Jeremy Z. Kolter, Marcus A. Maloof
COLT
1999
Springer
15 years 8 months ago
Multiclass Learning, Boosting, and Error-Correcting Codes
We focus on methods to solve multiclass learning problems by using only simple and efficient binary learners. We investigate the approach of Dietterich and Bakiri [2] based on er...
Venkatesan Guruswami, Amit Sahai
EUROGP
2007
Springer
126views Optimization» more  EUROGP 2007»
15 years 8 months ago
Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach
The conversion and extension of the Incremental Pareto-Coevolution Archive algorithm (IPCA) into the domain of Genetic Programming classification is presented. In particular, the ...
Michal Lemczyk, Malcolm I. Heywood
ICIP
2008
IEEE
15 years 10 months ago
Sub-band decomposed multiscale retinex with space varying gain
In this paper, we propose a novel image enhancement algorithm by improving the standard multiscale retinex (MSR) algorithm. A modified retinex output using a combination of two lo...
Jae Ho Jang, Boorym Choi, Sung Deuk Kim, Jong Beom...
ITCC
2003
IEEE
15 years 9 months ago
Adapting a Multimedia Distance Learning Environment for Vision Impairments
Distance learning applications provide valuable opportunities to users with disabilities. To enhance the accessibility of the distance-learning portal to vision impaired users, we...
Vidhya Balasubramanian, Nalini Venkatasubramanian