PVLDB
2010
13 years 9 months ago
2010
Mashups integrate a set of Web-services and data sources, often referred to as mashlets. We study in this paper a common scenario where these mashlets are components of larger Web...
PVLDB
2010
13 years 9 months ago
2010
There are many academic and commercial stream processing engines (SPEs) today, each of them with its own execution semantics. This variation may lead to seemingly inexplicable diï...
PKDD
2010
Springer
13 years 9 months ago
2010
Springer
Abstract. Semi-supervised clustering models, that incorporate user provided constraints to yield meaningful clusters, have recently become a popular area of research. In this paper...
PKDD
2010
Springer
13 years 9 months ago
2010
Springer
In this paper we propose a Bayesian model for multi-task feature selection. This model is based on a generalized spike and slab sparse prior distribution that enforces the selectio...
PKDD
2010
Springer
13 years 9 months ago
2010
Springer
Abstract. Bayesian reinforcement learning (RL) is aimed at making more efï¬cient use of data samples, but typically uses signiï¬cantly more computation. For discrete Markov Decis...
PKDD
2010
Springer
13 years 9 months ago
2010
Springer
Multi-task learning leverages shared information among data sets to improve the learning performance of individual tasks. The paper applies this framework for data where each task ...
PERCOM
2010
ACM
13 years 9 months ago
2010
ACM
—In the environments where heterogeneous devices need to share information, utilize services of each other, and participate as components in various smart applications, it is com...
PAMI
2010
13 years 9 months ago
2010
—The goal of this paper is to correct bleed-through in degraded documents using a variational approach. The variational model is adapted using an estimated background according t...
PAMI
2010
13 years 9 months ago
2010
—We propose a unified graphical model that can represent both the causal and noncausal relationships among random variables and apply it to the image segmentation problem. Specif...
PAMI
2010
13 years 9 months ago
2010
—In this paper we present a compositional and dynamic model for face aging. The compositional model represents faces in each age group by a hierarchical And-Or graph, in which An...