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ICML
2009
IEEE
16 years 4 months ago
Optimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning
Training principles for unsupervised learning are often derived from motivations that appear to be independent of supervised learning. In this paper we present a simple unificatio...
Linli Xu, Martha White, Dale Schuurmans
129
Voted
CAISE
2005
Springer
15 years 9 months ago
Service-Oriented Architectures and Mobile Services
Service-Oriented architectures and Service-Oriented Computing are the most recent approaches aiming at facilitating the design and development of applications on distributed system...
Ivar Jørstad, Schahram Dustdar, Do Van Than...
127
Voted
RSFDGRC
2005
Springer
117views Data Mining» more  RSFDGRC 2005»
15 years 9 months ago
Dependency Bagging
In this paper, a new variant of Bagging named DepenBag is proposed. This algorithm obtains bootstrap samples at first. Then, it employs a causal discoverer to induce from each sam...
Yuan Jiang, Jinjiang Ling, Gang Li, Honghua Dai, Z...
123
Voted
GPCE
2004
Springer
15 years 9 months ago
VS-Gen: A Case Study of a Product Line for Versioning Systems
This paper describes our experience with developing a product line for middleware-based versioning systems. We perform a detailed domain analysis and define a DSL for configuring i...
Jernej Kovse, Christian Gebauer
117
Voted
INFOCOM
2002
IEEE
15 years 8 months ago
On double-link failure recovery in WDM optical networks
— Network survivability is a crucial requirement in high-speed optical networks. Typical approaches of providing survivability have considered the failure of a single component s...
Hongsik Choi, Suresh Subramaniam, Hyeong-Ah Choi