- This document provides information about a new master's level course called "Intelligent Systems" at Eindhoven University of Technology. - The 4 ECTS course will be taught over 9 weeks by Dr. A.I. Cristea and cover a wide range of topics in artificial intelligence through lectures and optional additional meetings. - Students will be evaluated through a written exam or possible project, and course materials will be available online.

1. Invulformulier vakinformatie
Geef s.v.p. aan wat van toepassing is:
[x] Nieuw vak
[ ] Sterk gewijzigd vak
[ ] Afvoeren vak
Wordt het vak verzorgd in het kader van serviceonderwijs?2 nee
Vakcode en vaknaam: ??? Intelligent Systems
Doelgroep: M.Sc.: BIS/CSE
Studiepunten (ECTS): 4
Verzorgd door1: Department of Mathematics and Computing Science: Computing
Science Division
Voorkennis2: Wiskunde kennis op het niveau van basis wiskunde vakken, b.v.
(2Y930, 2Y940, 2Y950) en Kansrekening en statistiek, b.v. (2S970)
Docent(en)3: Dr. A. I. Cristea
Inlichtingen4: • Dr. A. I. Cristea, INF/DH, HG 7.82, tel.: 4350, a.i.cristea@tue.nl
• Section DH, HG 7.82, (040) 247 2733
Onderwijsvorm: • 9 weeks lectures, 2 hours
• 1 extra demos and question meeting, 2 hours (on demand)
• this course will be taught in English
Tentamenvorm: written exam, 3 hours; depending on number of students, a project-form
of examination might be used.
Studiemateriaal: Powerpoint presentation material, as well as supplementary material will
be available on the course web-site.
Studeerwijzer: http://wwwis.win.tue.nl/~alex or http://wwwis.win.tue.nl/~acristea
Inhoudsbeschrijving This is an advanced course in artificial intelligence (AI), covering a wide
range of AI methods, concepts and applications.
Doel: Insight into and knowledge of concepts, methods and techniques for data
representation and manipulation via AI.
General knowledge on intelligent systems, more in-depth knowledge on
a selected sub-set of intelligent system representations.
The actual detailed goals will be announced via the on-line study guide.
Nederlandstalige De actuele inhoud van het college wordt bekend gemaakt via de on-line
inhoudsbeschrijving: studeerwijzer.
1
Doorhalen wat niet van toepassing is
2
Vakcode en vaknaam
3
Naam incl. voorletters en titulatuur
4
Naam incl. voorletters en titulatuur, e-mailadres, sectie, kamernummer, telefoonnummer

2. Engelstalige A wide (non-exhaustive) range of topics on intelligent systems will be
inhoudsbeschrijving: touched.
Symbolic AI and knowledge representation, such as:
• terminological knowledge
• concept hierarchies
• ontological engineering, e.g., temporal representation and
reasoning planning
Probabilistic AI, such as belief networks
Machine learning, such as:
• neural networks, unsupervised learning
• induction over belief networks
• computational learning theory
Applications, such as:
• expert systems, such as medical diagnosis
• agent technologies
• data mining
• computational linguistics
• games
Advanced and misc. topics, such as:
• hybrid systems
• artificial life
The actual final topics will be announced via the on-line study guide.
Is er sprake van een overgangsregeling2: ja
Zo ja, wat is de overgangsregeling2?
- This is a totally new course, designed from scratch.