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BIGOWLAlgorithms Ontology

Metadata

URI
https://w3id.org/BIGOWLAlgorithms
Publisher(s)
Aether Group
Creator(s)
Aether Group
Created
2022-07-14T09:00:00
Version URI
https://w3id.org/BIGOWLAlgorithms
Imports
https://w3id.org/BIGOWLData
https://w3id.org/BIGOWLProblems
License & Rights
https://opensource.org/licenses/MIT
© Aether Group
Ontology RDF
RDF (xml)

Description

This ontology covers all possible kinds. It has two main subclasses: DataMiningAlgorithm and OptimizationAlgorithm, which are used to distinguish between these two families of algorithms. The former is included in the form of equivalence with the class DM-Algorithm, which is linked from DMOP.

Table of Contents

  1. Classes
  2. Object Properties
  3. Namespaces
  4. Legend

Overview

Pictures say 1,000 words
Figure 1: Ontology overview

Classes ↑

ClassificationModelingAlgorithmc # Classes

URI http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ClassificationModelingAlgorithm
Super-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ModelingAlgorithmc
Sub-classes KNNc
ConvNetLSTMc
SVMc
DTCc
RFc

MachineLearningAlgorithmc # Classes

URI http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#MachineLearningAlgorithm
Super-classes DataAnalysingAlgorithmc
Sub-classes PredictingAlgorithmc
http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ModelingAlgorithmc
TestingAlgorithmc

ModelingAlgorithmc # Classes

URI http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ModelingAlgorithm
Super-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#MachineLearningAlgorithmc
Sub-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ClassificationModelingAlgorithmc

Algorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/Algorithm
Sub-classes DataFlowAlgorithmc
DataSinkAlgorithmc
DataCollectionAlgorithmc
DataAnalysingAlgorithmc
DataProcessingAlgorithmc
In domain of solvesop

ClassificationPredictingAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/ClassificationPredictingAlgorithm
Super-classes PredictingAlgorithmc
Sub-classes ConvNetLSTMPredictc
RFPredictc
DTCPredictc
SVMPredictc
KNNPredictc

ClassificationTestingAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/ClassificationTestingAlgorithm
Super-classes TestingAlgorithmc
Sub-classes SVMTestingc
DTCTestingc
ConvNetLSTMTestingc
RFTestingc
KNNTestingc

ConvNetLSTMc # Classes

URI https://w3id.org/BIGOWLAlgorithms/ConvNetLSTM
Super-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ClassificationModelingAlgorithmc

ConvNetLSTMPredictc # Classes

URI https://w3id.org/BIGOWLAlgorithms/ConvNetLSTMPredict
Super-classes ClassificationPredictingAlgorithmc

ConvNetLSTMTestingc # Classes

URI https://w3id.org/BIGOWLAlgorithms/ConvNetLSTMTesting
Super-classes ClassificationTestingAlgorithmc

DTCc # Classes

URI https://w3id.org/BIGOWLAlgorithms/DTC
Super-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ClassificationModelingAlgorithmc

DTCPredictc # Classes

URI https://w3id.org/BIGOWLAlgorithms/DTCPredict
Super-classes ClassificationPredictingAlgorithmc

DTCTestingc # Classes

URI https://w3id.org/BIGOWLAlgorithms/DTCTesting
Super-classes ClassificationTestingAlgorithmc

DataAnalysingAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/DataAnalysingAlgorithm
Super-classes Algorithmc
Sub-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#MachineLearningAlgorithmc

DataCollectionAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/DataCollectionAlgorithm
Super-classes Algorithmc

DataFlowAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/DataFlowAlgorithm
Super-classes Algorithmc

DataProcessingAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/DataProcessingAlgorithm
Super-classes Algorithmc
Sub-classes WebServiceAlgorithmc

DataSinkAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/DataSinkAlgorithm
Super-classes Algorithmc

KNNc # Classes

URI https://w3id.org/BIGOWLAlgorithms/KNN
Super-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ClassificationModelingAlgorithmc

KNNPredictc # Classes

URI https://w3id.org/BIGOWLAlgorithms/KNNPredict
Super-classes ClassificationPredictingAlgorithmc

KNNTestingc # Classes

URI https://w3id.org/BIGOWLAlgorithms/KNNTesting
Super-classes ClassificationTestingAlgorithmc

PredictingAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/PredictingAlgorithm
Super-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#MachineLearningAlgorithmc
Sub-classes ClassificationPredictingAlgorithmc

RFc # Classes

URI https://w3id.org/BIGOWLAlgorithms/RF
Super-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ClassificationModelingAlgorithmc

RFPredictc # Classes

URI https://w3id.org/BIGOWLAlgorithms/RFPredict
Super-classes ClassificationPredictingAlgorithmc

RFTestingc # Classes

URI https://w3id.org/BIGOWLAlgorithms/RFTesting
Super-classes ClassificationTestingAlgorithmc

SVMc # Classes

URI https://w3id.org/BIGOWLAlgorithms/SVM
Super-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#ClassificationModelingAlgorithmc

SVMPredictc # Classes

URI https://w3id.org/BIGOWLAlgorithms/SVMPredict
Super-classes ClassificationPredictingAlgorithmc

SVMTestingc # Classes

URI https://w3id.org/BIGOWLAlgorithms/SVMTesting
Super-classes ClassificationTestingAlgorithmc

TestingAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/TestingAlgorithm
Super-classes http://www.e-lico.eu/ontologies/dmo/DMOP/DMOP.owl#MachineLearningAlgorithmc
Sub-classes ClassificationTestingAlgorithmc

WebServiceAlgorithmc # Classes

URI https://w3id.org/BIGOWLAlgorithms/WebServiceAlgorithm
Super-classes DataProcessingAlgorithmc

Object Properties ↑

solvesop # OPs

URI https://w3id.org/BIGOWLAlgorithms/solves
Domain(s) Algorithmc
Range(s) https://w3id.org/BIGOWLProblems/Problemc

Namespaces ↑

default (BIGOWLAlgorithms)
https://w3id.org/BIGOWLAlgorithms
:
https://w3id.org/BIGOWLAlgorithms/
brick
https://brickschema.org/schema/Brick#
csvw
http://www.w3.org/ns/csvw#
dc
http://purl.org/dc/elements/1.1/
dcam
http://purl.org/dc/dcam/
dcat
http://www.w3.org/ns/dcat#
dcmitype
http://purl.org/dc/dcmitype/
dcterms
http://purl.org/dc/terms/
doap
http://usefulinc.com/ns/doap#
foaf
http://xmlns.com/foaf/0.1/
obda
https://w3id.org/obda/vocabulary#
odrl
http://www.w3.org/ns/odrl/2/
org
http://www.w3.org/ns/org#
owl
http://www.w3.org/2002/07/owl#
prof
http://www.w3.org/ns/dx/prof/
prov
http://www.w3.org/ns/prov#
qb
http://purl.org/linked-data/cube#
rdf
http://www.w3.org/1999/02/22-rdf-syntax-ns#
rdfs
http://www.w3.org/2000/01/rdf-schema#
sdo
https://schema.org/
sh
http://www.w3.org/ns/shacl#
skos
http://www.w3.org/2004/02/skos/core#
sosa
http://www.w3.org/ns/sosa/
ssn
http://www.w3.org/ns/ssn/
time
http://www.w3.org/2006/time#
vann
http://purl.org/vocab/vann/
void
http://rdfs.org/ns/void#
xsd
http://www.w3.org/2001/XMLSchema#

Legend

cClasses
opObject Properties
fpFunctional Properties
dpData Properties
apAnnotation Properties
pProperties
niNamed Individuals