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PKDD
2000
Springer
134views Data Mining» more  PKDD 2000»
15 years 3 months ago
Induction of Multivariate Decision Trees by Using Dipolar Criteria
A new approach to the induction of multivariate decision trees is proposed. A linear decision function (hyper-plane) is used at each non-terminal node of a binary tree for splittin...
Leon Bobrowski, Marek Kretowski
103
Voted
AAAI
2007
15 years 2 months ago
A Mathematical Programming Formulation for Sparse Collaborative Computer Aided Diagnosis
A mathematical programming formulation is proposed to eliminate irrelevant and redundant features for collaborative computer aided diagnosis which requires to detect multiple clin...
Jinbo Bi, Tao Xiong
DMIN
2006
158views Data Mining» more  DMIN 2006»
15 years 1 months ago
Ensemble Selection Using Diversity Networks
- An ideal ensemble is composed of base classifiers that perform well and that have minimal overlap in their errors. Eliminating classifiers from an ensemble based on a criterion t...
Qiang Ye, Paul W. Munro
ASPLOS
2010
ACM
15 years 6 months ago
Dynamic filtering: multi-purpose architecture support for language runtime systems
This paper introduces a new abstraction to accelerate the readbarriers and write-barriers used by language runtime systems. We exploit the fact that, dynamically, many barrier exe...
Tim Harris, Sasa Tomic, Adrián Cristal, Osm...
IPSN
2010
Springer
15 years 6 months ago
On-line sensing task optimization for shared sensors
Shared sensing infrastructures that allow multiple applications to share deployed sensors are emerging and Internet protocol based access for such sensors has already been prototy...
Arsalan Tavakoli, Aman Kansal, Suman Nath