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AUSDM
2006
Springer
112views Data Mining» more  AUSDM 2006»
15 years 3 months ago
Accuracy Estimation With Clustered Dataset
If the dataset available to machine learning results from cluster sampling (e.g. patients from a sample of hospital wards), the usual cross-validation error rate estimate can lead...
Ricco Rakotomalala, Jean-Hugues Chauchat, Fran&cce...
ICML
2010
IEEE
15 years 20 days ago
Transfer Learning for Collective Link Prediction in Multiple Heterogenous Domains
Link prediction is a key technique in many applications such as recommender systems, where potential links between users and items need to be predicted. A challenge in link predic...
Bin Cao, Nathan Nan Liu, Qiang Yang
SIMPRA
2008
125views more  SIMPRA 2008»
14 years 11 months ago
Identification of Wiener models using optimal local linear models
The Wiener model is a versatile nonlinear block oriented model structure for miscellaneous applications. In this paper a method for identifying the parameters of such a model usin...
Martin Kozek, Sabina Sinanovic
WINET
2010
137views more  WINET 2010»
14 years 10 months ago
Topology control for fault-tolerant communication in wireless ad hoc networks
Abstract. Fault-tolerant communication and energy efficiency are important requirements for future-generation wireless ad hoc networks, which are increasingly being considered also...
Bernd Thallner, Heinrich Moser, Ulrich Schmid
HPDC
2003
IEEE
15 years 4 months ago
Optimizing GridFTP through Dynamic Right-Sizing
In this paper, we describe the integration of dynamic right-sizing — an automatic and scalable buffer management technique for enhancing TCP performance — into GridFTP, a sub...
Sunil Thulasidasan, Wu-chun Feng, Mark K. Gardner