Essays about: "herbrand"

Found 2 essays containing the word herbrand.

1. 1. Meta-Interpretive Learning Versus Inductive Metalogic Programming : A Comparative Analysis in Inductive Logic Programming

   University essay from Uppsala universitet/Institutionen för informatik och media

   Author : Emil Pettersson; [2019]
   Keywords : artificial intelligence; machine learning; inductive logic programming; meta-interpreter;

   Abstract : Artificial intelligence and machine learning are fields of research that have become very popular and are getting more attention in the media as our computational power increases and the theories and latest developments of these fields can be put into practice in the real world. The field of machine learning consists of different paradigms, two of which are the symbolic and connectionist paradigms. READ MORE

3. 2. Complexity in Statistical Relational Learning : A Study on Learning Bayesian Logic Programs

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Alexander Hagerf; [2015]
   Keywords : machine learning; statistical; herbrand; relational; ilp; kreator; learning; bayesian; logic; program; balios; complexity; blp; srl; foi; maskininlärning; relationslärande; herbrand; ilp; kreator; relationer; logik; komplexitet; balios; bayesiansk; blp; srl; foi;

   Abstract : Most work that is done within machine learning today uses statistical methods which assume that the data is identically and independently distributed. However, the problem domains that we face in the real world are often much more complicated and present both complex relational/logical parts as well as parts with uncertainty. READ MORE