Institute of Computer Science Pattern Recognition and Bioinformatics

Stefan Posch: Lehre

Folien

• Einleitung (Postscript) (Postscript 4on1)

• Intuitive Klassifikation (Postscript incl. LVQ2/3) (Postscript 4on1 incl. LVQ2/3)     LVQ2   LVQ3   LVQ2 und LVQ3 (Postscript 2on1)

• Digitalisierung (Postscript) (Postscript 4on1)

• Vorverarbeitung (Postscript) (Postscript 4on1)

• Merkmalsextraktion (Postscript) (Postscript 4on1)

• Klassifikation (I) (Postscript) (Postscript 4on1)

• Klassifikation (II) (Postscript) (Postscript 4on1)

• Polynomklassifikator (Postscript) (Postscript 4on1)

• Multi-Layer-Perceptron (Postscript) (Postscript 4on1)

• Radiale Basisfunktionen (Postscript) (Postscript 4on1)

• Support Vector Maschinen (Postscript) (Postscript 4on1)

• Hidden Markov Modelle (Postscript) (Postscript 4on1)

• Markov Random Fields (Postscript) (Postscript 4on1)

• Bayesnetze (Postscript) (Postscript 4on1)

Literatur

• Literatur (Postscript)

Übungen

• Übung1 (Postscript)

• Übung2 (Postscript)       GenDaten.txt (Plain Text)       ProbenXYZ.txt (Plain Text)

• Übung3 (Postscript)       Musterlösung Aufgabe 3.2 (Postscript)

• Übung4 (Postscript)

• Übung5 (Postscript)

• Übung6 (Postscript)

• Übung7 (Postscript)

• Übung8 (Postscript)

• Übung9 (Postscript)       DreiKlassen.data (Plain Text)       DreiKlassen.readme (Plain Text)

• Übung10 (Postscript)

• Übung11 (Postscript)

• Übung12 (Postscript)