Sökning: "inductive logic programming"

Hittade 2 uppsatser innehållade orden inductive logic programming.

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

   Master-uppsats, Uppsala universitet/Institutionen för informatik och media

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

   Sammanfattning : 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. LÄS MER

3. 2. Deep Learning Black Box Problem

   Master-uppsats, Uppsala universitet/Institutionen för informatik och media

   Författare :Jabbar Hussain; [2019]
   Nyckelord :Deep Learning; Artificial Neural Network; Black Box; Inductive Logic Programming; Knowledge Discovery; First-Order Logic; and Machine Learning;

   Sammanfattning : Application of neural networks in deep learning is rapidly growing due to their ability to outperform other machine learning algorithms in different kinds of problems. But one big disadvantage of deep neural networks is its internal logic to achieve the desired output or result that is un-understandable and unexplainable. LÄS MER