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» Early Assessment of Classification Performance
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ICASSP
2011
IEEE
14 years 5 months ago
Audiovisual classification of vocal outbursts in human conversation using Long-Short-Term Memory networks
We investigate classification of non-linguistic vocalisations with a novel audiovisual approach and Long Short-Term Memory (LSTM) Recurrent Neural Networks as highly successful d...
Florian Eyben, Stavros Petridis, Björn Schull...
PAMI
2006
90views more  PAMI 2006»
15 years 1 months ago
Selection of Generative Models in Classification
This paper is concerned with the selection of a generative model for supervised classification. Classical criteria for model selection assess the fit of a model rather than its abi...
Guillaume Bouchard, Gilles Celeux
GLOBECOM
2006
IEEE
15 years 8 months ago
On the Performance of Access Strategies for MIMO Ad Hoc Networks
— In this paper, we address the impact of different access strategies in ad hoc networks with multiple antennas and MIMO communications. We employ a cross–layer designed MAC pr...
Marco Levorato, Paolo Casari, Michele Zorzi
EUROMICRO
2007
IEEE
15 years 8 months ago
Scope Management of Non-Functional Requirements
Getting business stakeholders’ goals formulated clearly and project scope defined realistically increases the chance of success for any application development process. As a cons...
Mohamad Kassab, Maya Daneva, Olga Ormandjieva
ICS
2005
Tsinghua U.
15 years 7 months ago
Improved automatic testcase synthesis for performance model validation
Performance simulation tools must be validated during the design process as functional models and early hardware are developed, so that designers can be sure of the performance of...
Robert H. Bell Jr., Lizy Kurian John