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Level at which knowledge intervene, Family of explanations, Knowledge Form…
Level at which knowledge intervene
Training
X-NeSyL
EDUCE
Blackbox
TCAV
CCE
CACE
ACE
Bisturi
CoCoX
TREPAN-RELOADED
Design
CLANN
BF-MLP
GNN-FCA
Family of explanations
Counterfactuals
CCE
CoCoX
Prototypes
CACE
Surrogate
TREPAN Reloaded
Abductive
TCAV
ACE
Bisturi
X-NeSyL
EDUCE
Other
BF-MLP
CLANN
GNN-FCA
Knowledge Form
Concepts
TCAV
CCE
ACE
EDUCE
CoCoX
CACE
Concept lattices
BF-MLP
CLANN
GNN-FCA
Ontology
Bisturi
TREPAN-Reloaded
Knowledge Graphs
X-NeSyL
Portability
NN
TCAV
CCE
CACE
Bisturi
X-NeSyL
ACE
CoCoX
Model Agnostic
EDUCE
TREPAN-Reloaded
Other
BF-MLP
CLANN
GNN
GNN-FCA
Scope
Local
CCE
X-NeSyL
ACE
EDUCE
Cohort
TCAV
CACE
CoCoX
Other
BF-MLP
CLANN
GNN-FCA
Global
TREPAN-Reloaded
Bisturi
Target to explain
Prediction
TCAV
CCE
CACE
ACE
EDUCE
CoCoX
X-NeSyL
Undefined
BF-MLP
BF-MLP
CLANN
Model
TREPAN-RELOADED
Bisturi
Knowledge Origin
Pre-defined
TCAV
CCE
TREPAN-Reloaded
Bisturi
X-NeSyL
BF-MLP
GNN-FCA
CLANN
Automatically discovered
EDUCE
ACE
CoCoX
CACE