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BXML
2004
13 years 11 months ago
A Spoken Language Front-end for a Multilingual Music Data Base
We present a VoiceXML-based spokenlanguage front-end for a multilingual music database. The multilingual setting poses new and unsolved challenges for the speech components and th...
Christian H. Schulz, Dmitri Rubinstein, Dimitris D...
HIS
2004
13 years 11 months ago
Hybrid Learning Scheme for Data Mining Applications
Classification of large datasets is a challenging task in Data Mining. In the current work, we propose a novel method that compresses the data and classifies the test data directl...
T. Ravindra Babu, M. Narasimha Murty, Vijay K. Agr...
ADBIS
2003
Springer
108views Database» more  ADBIS 2003»
14 years 3 months ago
Dynamic Integration of Classifiers in the Space of Principal Components
Recent research has shown the integration of multiple classifiers to be one of the most important directions in machine learning and data mining. It was shown that, for an ensemble...
Alexey Tsymbal, Mykola Pechenizkiy, Seppo Puuronen...
OTM
2005
Springer
14 years 3 months ago
Maintaining Global Integrity in Federated Relational Databases Using Interactive Component Systems
The maintenance of global integrity constraints in database federations is still a challenge since traditional integrity constraint management techniques cannot be applied to such ...
Christopher Popfinger, Stefan Conrad
EWCBR
1994
Springer
14 years 2 months ago
Integrating Induction and Case-Based Reasoning: Methodological Approach and First Evaluations
We propose in this paper a general framework for integrating inductive and case-based reasoning (CBR) techniques for diagnosis tasks. We present a set of practical integrated appro...
Eric Auriol, Michel Manago, Klaus-Dieter Althoff, ...