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DAS
2010
Springer
15 years 2 months ago
IAMonDo-database: an online handwritten document database with non-uniform contents
In this paper we present a new database of online handwritten documents with different contents such as text, drawings, diagrams, formulas, tables, lists, and markings. It was de...
Emanuel Indermühle, Marcus Liwicki, Horst Bun...
ECMDAFA
2010
Springer
126views Hardware» more  ECMDAFA 2010»
15 years 2 months ago
Coping with Variability in Model-Based Systems Engineering: An Experience in Green Energy
Model-Based Systems Engineering (MBSE) is an emerging engineering discipline whose driving motivation is to provide support throughout the entire system life cycle. MBSE not only a...
Salvador Trujillo, Jose Miguel Garate, Roberto Eri...
ECAI
2010
Springer
14 years 10 months ago
Unsupervised Layer-Wise Model Selection in Deep Neural Networks
Abstract. Deep Neural Networks (DNN) propose a new and efficient ML architecture based on the layer-wise building of several representation layers. A critical issue for DNNs remain...
Ludovic Arnold, Hélène Paugam-Moisy,...
ICASSP
2010
IEEE
14 years 9 months ago
Investigations on ensemble based unsupervised adaptation methods
We have previously proposed unsupervised cross-validation (CV) adaptation that introduces CV into an iterative unsupervised batch mode adaptation framework to suppress the influe...
Yu Kubota, Takahiro Shinozaki, Sadaoki Furui
CORR
2010
Springer
88views Education» more  CORR 2010»
14 years 9 months ago
On the Proximity Factors of Lattice Reduction-Aided Decoding
Lattice reduction-aided decoding enables significant complexity saving and near-optimum performance in multi-input multi-output (MIMO) communications. However, its remarkable perfo...
Cong Ling