Data · dataset · 2021
Research data related to NeuralNetwork-Experiment2
Listed in UBIRA eData
The dataset supports the thesis "Semantic Impact - A novel approach for domain concept selection in ontology learning".
Description
The neural network set trained in the second experiment (by the best NN structure identified as part of the experiment, which contains 3 hidden layers and 1500 nodes on each layer). The format is as follow: TrainedNet_<Concept_Name>_<Source/Target> Source is indicated as Y Target is indicated as X NN is trained by using DeepLearning4J 1.0.0-beta3 and can be loaded with the following code: String strPath = "path to the NN file"; MultiLayerNetwork myNN = ModelSerializer.restoreMultiLayerNetwork(strPath); myNN.getLayerWiseConfigurations().setTrainingWorkspaceMode(WorkspaceMode.ENABLED);
Links
Where it is published
- UBIRA eData record edata.bham.ac.uk/644/1/NeuralNetwork_Experiment2.zip ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/644/2/NeuralNetwork_Experiment2.z01 ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/644/6/NeuralNetwork_Experiment2.z03 ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/644/7/NeuralNetwork_Experiment2.z04 ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/644/8/NeuralNetwork_Experiment2.z05 ↗
landing page · from edata bham ac uk
- UBIRA eData record edata.bham.ac.uk/644/3/NeuralNetwork_Experiment2.z02 ↗
landing page · from edata bham ac uk
- DOI doi.org/10.25500/edata.bham.00000644 ↗
DOI / persistent id · from edata bham ac uk
Catalogue records · 1
- OAI-PMH record edata.bham.ac.uk/cgi/oai2?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3… ↗
metadata API · from edata bham ac uk
Topics
- From keywords
- Earth & Environmental Science
Provenance · 1 source records, 5 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| UBIRA eData | oai:edata.bham.ac.uk:644 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].local:field:earth-environmental | mapping · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | |
| description | source · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | /metadata/dc/description |
| license_text | source · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | |
| publication_date | source · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | |
| title | source · edata bham ac uk | connector:edata_bham_ac_uk@1.0.0 | /metadata/dc/title |