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Integrating Prior Knowledge into Deep Learning
2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA), 2017Deep learning allows to develop feature representations and train classification models in a fully integrated way. However, learning deep networks is quite hard and it improves over shallow architectures only if a large number of training data is available.
Diligenti M., Roychowdhury S., Gori M.
openaire +2 more sources
Journal of Verbal Learning and Verbal Behavior, 1970
After a single presentation and recall of a list of words, Ss attempted either to reproduce the words they had just recalled (RR) or to discriminate (D) them from unrecalled words when the list was represented. For one-half of the Ss a 45-second activity period was interpolated between original recall and subsequent test, while the remaining Ss were ...
John A. Robinson, Richard A. Kulp
openaire +1 more source
After a single presentation and recall of a list of words, Ss attempted either to reproduce the words they had just recalled (RR) or to discriminate (D) them from unrecalled words when the list was represented. For one-half of the Ss a 45-second activity period was interpolated between original recall and subsequent test, while the remaining Ss were ...
John A. Robinson, Richard A. Kulp
openaire +1 more source
Prior Knowledge in the Classification of Biomedical Data
2010Standard data analysis techniques for biomedical problems cannot take into account existing prior knowledge, and available literature results cannot be incorporated in further studies. In this work we review some techniques that incorporate prior knowledge in supervised classification algorithms as constraints to the underlying optimization and linear ...
Abbate Danilo +2 more
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A Knowledge Graph Exploration Method with No Prior Knowledge
Proceedings of the 2022 International Conference on Computer, Control, Informatics and Its Applications, 2022Ariani Indrawati +5 more
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Knowledge Graphs: Opportunities and Challenges
Artificial Intelligence Review, 2023Francesco Osborne +2 more
exaly

