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CIDM
2009
IEEE
15 years 6 months ago
Diversity analysis on imbalanced data sets by using ensemble models
— Many real-world applications have problems when learning from imbalanced data sets, such as medical diagnosis, fraud detection, and text classification. Very few minority clas...
Shuo Wang, Xin Yao
99
Voted
ICIP
2003
IEEE
16 years 1 months ago
Robust line detection using a weighted MSE estimator
In this paper we introduce a novel line detection algorithm based on a weighted minimum mean square error (MSE) formulation. This algorithm has been developed to enable an autonom...
Guido M. Schuster, Aggelos K. Katsaggelos
IAAI
1993
15 years 1 months ago
COMPAQ QuickSource: Providing the Consumer with the Power of Artificial Intelligence
This paper describes COMPAQ QuickSource, an electronic problem-solving and information system for Compaq’s line of networked printers. A major goal in designing this system was ...
Trung Nguyen, Mary Czerwinski, Dan Lee
AI
2005
Springer
14 years 11 months ago
MaxSolver: An efficient exact algorithm for (weighted) maximum satisfiability
Maximum Boolean satisfiability (max-SAT) is the optimization counterpart of Boolean satisfiability (SAT), in which a variable assignment is sought to satisfy the maximum number of...
Zhao Xing, Weixiong Zhang
ATAL
2009
Springer
15 years 6 months ago
False name manipulations in weighted voting games: splitting, merging and annexation
An important aspect of mechanism design in social choice protocols and multiagent systems is to discourage insincere and manipulative behaviour. We examine the computational compl...
Haris Aziz, Mike Paterson