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Course title
Pattern recognition
Workload
10
Semester
Autumn 2006
FYS-3012: Pattern recognition Work Load
10 credits (ECTS) | Type of course
Theoretical subject. | Level of course/Year of study
Master level course. | Language of instruction
Norwegian, or English by request | Examination semester
Autumn, Spring | Contents
The students are assumed to have fundamental knowledge of probability theory, signal processing and programming (MATLAB or IDL). The subject deals with supervised and unsupervised classification of feature vectors (measured data). Included in the course are Bayes classification (statistical), Linear classifiers (the Perceptron rule, minimization of MSE), nonlinear classifiers (multilayer Perceptron, RBF- network), clustering (sequential and hierarchical methods, K-means) and feature selection/generation. | Recommended previous qualifications
FYS-2006 Signal processing, STA-1001 Probability and statistics 1 | Form of teaching
Lectures: 45 hr
Exercises: 45 hr
| Coursework requirements
Exercises
| Exam and assessment
Portfolio assessment of a two weeks¿ written home examination (counting approx 25%) and a final oral examination (counting approx 75%).
Grading scale: A-F.
Re-sit examination: Early in tutor free term, with reserve of postponed examination oral examination which counts 100%.
Postponed examination: According to the current regulation of exams § 21.
New examination: According to the current regulation exams § 25, last paragraph. | Contact person/lecturer
Arvid Aanstad, tlf: +47 77 64 40 06, e-mail: stud-kons@phys.uit.no | Recommended reading/syllabus
Available on request | Course overlap
FYS-363 -1 9 sp
FYS-8012 -1 10 sp | Homepage
http://uit.no/fysikk/fys3012/
| Timetables
http://timeplan.uit.no/emne.php?year=2006&department=ALLE&module=FYS-3012-1 |
Teaching autumn 2006
Oppstart: Torsdag 17/8 kl. 10:15 Auditoriet, NOBS
Responsible teacher:Prof. Torbjørn Eltoft | | Forelesning | Teaching period:14.08.2006 to01.12.2006
Foreleser vit.ass Anthony Paul Doulgeris
Duration:1 Semester | | PC-Lab | Teaching period:14.08.2006 to01.12.2006
Foreleser vit.ass Anthony Paul Doulgeris
Duration:1 Semester |
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