ILP Network of Excellence
ILP educational materials
ILPnet2 is organizing a number of educational activities, such as summer
schools or seminars,
many of which are aimed toward end users (see Events).
ILPnet2 also aims at making a variety of ILP educational materials available
teachers and students. These include on-line versions of lectures/slides
and syllabi of ILP or
ILP related courses taught at universities or other institutions. The
lists below are not exhaustive
and will grow throughout the duration of ILPnet2.
ILP and ILP related university courses
Logic Programming: An Introduction. Course at the University of Helsinki, Department of
Logic Programming. Course at the University of Vienna, Department of
Medical Cybernetics and Artificial Intelligence.
from Structured Data. MSc course of
Learning and Data Mining at the University of Bristol, Department
of Computer Science.
Machine Learning and
Inductive Inference. Course on machine learning at Katholieke
University Leuven, Computer Science Department. Includes two units on
Inductive Logic Programming.
Programming. Course at the University of York, Department of Computer
Science. Includes a unit on Inductive
Learning: Symbolic & Subsymbolic. Course at University of Aberdeen,
Department of Computing Science. Includes unit on Inductive Logic
Analysis of Environmental
Data with Machine Learning. Open to the general public. Also a course
at Polytechnic Nova Gorica, School of Environmental Sciences. Includes
a unit on Inductive Logic Programming.
Data Analysis in
Life Sciences. An international seminar open to the general public.
Approximately half the seminar is devoted to Inductive Logic Programming and
Learning. Course at Carnegie Mellon University, includes a lecture on rule
learning and ILP.
Machine Learning. Course
at University of Texas, includes a lecture on rule induction and ILP.
Symbolic Learning of
Natural Language. Course at University of York.
Course at Central Connecticut State University, includes a lecture on Relational Data
On-line ILP educational material
The home pages of ILP and ILP-related university courses often contain
electronic versions of hand-outs/slides.
Additional material includes:
Last modified October 2002.