Sciweavers

1583 search results - page 100 / 317
» Stability of Feature Selection Algorithms
Sort
View
BMCBI
2005
190views more  BMCBI 2005»
15 years 2 months ago
An Entropy-based gene selection method for cancer classification using microarray data
Background: Accurate diagnosis of cancer subtypes remains a challenging problem. Building classifiers based on gene expression data is a promising approach; yet the selection of n...
Xiaoxing Liu, Arun Krishnan, Adrian Mondry
DAGM
2003
Springer
15 years 8 months ago
Robust Hand-Eye Calibration of an Endoscopic Surgery Robot Using Dual Quaternions
This paper presents an approach for applying a dual quaternion hand– eye calibration algorithm on an endoscopic surgery robot. Special focus is on robustness, since the error of ...
Jochen Schmidt, Florian Vogt, Heinrich Niemann
MLDM
2009
Springer
15 years 9 months ago
Discretization of Target Attributes for Subgroup Discovery
Abstract. We describe an algorithm called TargetCluster for the discretization of continuous targets in subgroup discovery. The algorithm identifies patterns in the target data an...
Katherine Moreland, Klaus Truemper
MCS
2007
Springer
15 years 9 months ago
Selecting Diversifying Heuristics for Cluster Ensembles
Abstract. Cluster ensembles are deemed to be better than single clustering algorithms for discovering complex or noisy structures in data. Various heuristics for constructing such ...
Stefan Todorov Hadjitodorov, Ludmila I. Kuncheva
138
Voted
CDC
2010
IEEE
128views Control Systems» more  CDC 2010»
14 years 10 months ago
Greedy sensor selection: Leveraging submodularity
ACT We consider the problem of sensor selection in resource constrained sensor networks. The fusion center selects a subset of k sensors from an available pool of m sensors accordi...
Manohar Shamaiah, Siddhartha Banerjee, Haris Vikal...