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JMLR
2012
13 years 4 days ago
Maximum Margin Temporal Clustering
Temporal Clustering (TC) refers to the factorization of multiple time series into a set of non-overlapping segments that belong to k temporal clusters. Existing methods based on e...
Minh Hoai Nguyen, Fernando De la Torre
JMLR
2012
13 years 4 days ago
Age-Layered Expectation Maximization for Parameter Learning in Bayesian Networks
The expectation maximization (EM) algorithm is a popular algorithm for parameter estimation in models with hidden variables. However, the algorithm has several non-trivial limitat...
Avneesh Singh Saluja, Priya Krishnan Sundararajan,...
JMLR
2012
13 years 4 days ago
Multi Kernel Learning with Online-Batch Optimization
In recent years there has been a lot of interest in designing principled classification algorithms over multiple cues, based on the intuitive notion that using more features shou...
Francesco Orabona, Jie Luo, Barbara Caputo
ECOOP
2009
Springer
15 years 10 months ago
Supporting Framework Use via Automatically Extracted Concept-Implementation Templates
Abstract. Application frameworks provide reusable concepts that are instantiated in application code through potentially complex implementation steps such as subclassing, implement...
Abbas Heydarnoori, Krzysztof Czarnecki, Thiago T. ...
TOOLS
2000
IEEE
15 years 2 months ago
Generic Components to Foster Reuse
Software reuse and especially the paradigm of software components are promising approaches to increase the efficiency of software development. One of the basic problems of softwar...
Lothar Baum, Martin Becker