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TELKOMNIKA Telecommunication, Computing, Electronics and Control
Neural network technique with deep structure for improving author homonym and synonym classification in digital libraries
Author name disambiguation (AND), also recognized as name-identification,
has long been seen as a challenging issue in bibliographic data. In other words,
the same author may appear under separate names, synonyms, or distinct
authors may have…
has long been seen as a challenging issue in bibliographic data. In other words,
the same author may appear under separate names, synonyms, or distinct
authors may have…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Sound event detection using deep neural networks
We applied various architectures of deep neural networks for sound event detection and compared their performance using two different datasets. Feed forward neural network (FNN), convolutional neural network (CNN), recurrent neural network (RNN) and…
TELKOMNIKA Telecommunication, Computing, Electronics and Control
Author identification in bibliographic data using deep neural networks
Author name disambiguation (AND) is a challenging task for scholars who
mine bibliographic information for scientific knowledge. A constructive
approach for resolving name ambiguity is to use computer algorithms to
identify author names. Some…
mine bibliographic information for scientific knowledge. A constructive
approach for resolving name ambiguity is to use computer algorithms to
identify author names. Some…