Inductive Logic Programming - Lecture Notes in Computer Science
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Published By Springer International Publishing

9783319780894, 9783319780900
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scholarly journals Stacked Structure Learning for Lifted Relational Neural Networks

2018 ◽  
pp. 140-151 ◽  
Author(s):  
Gustav Šourek ◽  
Martin Svatoš ◽  
Filip Železný ◽  
Steven Schockaert ◽  
Ondřej Kuželka
Keyword(s):  
Neural Networks ◽  
Structure Learning

Logical Vision: One-Shot Meta-Interpretive Learning from Real Images

2018 ◽  
pp. 46-62
Author(s):  
Wang-Zhou Dai ◽  
Stephen Muggleton ◽  
Jing Wen ◽  
Alireza Tamaddoni-Nezhad ◽  
Zhi-Hua Zhou

scholarly journals Pruning Hypothesis Spaces Using Learned Domain Theories

2018 ◽  
pp. 152-168
Author(s):  
Martin Svatoš ◽  
Gustav Šourek ◽  
Filip Železný ◽  
Steven Schockaert ◽  
Ondřej Kuželka

scholarly journals Inductive Learning from State Transitions over Continuous Domains

2018 ◽  
pp. 124-139 ◽  
Author(s):  
Tony Ribeiro ◽  
Sophie Tourret ◽  
Maxime Folschette ◽  
Morgan Magnin ◽  
Domenico Borzacchiello ◽  
...  
Keyword(s):  
Inductive Learning ◽  
State Transitions ◽  
Continuous Domains

Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach

2018 ◽  
pp. 94-111 ◽  
Author(s):  
Navdeep Kaur ◽  
Gautam Kunapuli ◽  
Tushar Khot ◽  
Kristian Kersting ◽  
William Cohen ◽  
...  
Keyword(s):  
Probabilistic Logic ◽  
Learning Approach ◽  
Restricted Boltzmann Machines ◽  
Boltzmann Machines

An Investigation into the Role of Domain-Knowledge on the Use of Embeddings

2018 ◽  
pp. 169-183 ◽  
Author(s):  
Lovekesh Vig ◽  
Ashwin Srinivasan ◽  
Michael Bain ◽  
Ankit Verma
Keyword(s):  
Domain Knowledge

Relational Affordance Learning for Task-Dependent Robot Grasping

2018 ◽  
pp. 1-15
Author(s):  
Laura Antanas ◽  
Anton Dries ◽  
Plinio Moreno ◽  
Luc De Raedt
Keyword(s):  
Robot Grasping
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