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Knowledge & Reasoning

3,940 papers (1 classified directly here)

Subtopics

Reasoning (2,428) Representation (1,906)

Papers per year

17
13
418
543
'10
'15
'20
'25

Papers (including subtopics)

Learning and using relational theories NIPS 2007
Gaussian Process Models for Link Analysis and Transfer Learning NIPS 2007
Integrating Naïve Bayes and FOIL JMLR 2007
Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm JMLR 2007
Combining causal and similarity-based reasoning NIPS 2006
Bayesian Model Scoring in Markov Random Fields NIPS 2006
Recursive Attribute Factoring NIPS 2006
Automated Hierarchy Discovery for Planning in Partially Observable Environments NIPS 2006
Learning annotated hierarchies from relational data NIPS 2006
Stochastic Relational Models for Discriminative Link Prediction NIPS 2006
Inferring Network Structure from Co-Occurrences NIPS 2006
Learning Structural Equation Models for fMRI NIPS 2006
A Linear Non-Gaussian Acyclic Model for Causal Discovery JMLR 2006
Construction of Conceptual Graph Representation of Texts NAACL 2004
Learning Probabilistic Models of Link Structure JMLR 2002