Institutos Superiores de Engenharia do Porto, Portugal
Department of Mathematics, Rua Dr. António B. de Almeida, 431 Ed. H, 4.ºP, Porto

Summer School on Neural Networks in Classification, Regression and Data Mining

Porto, July 07-11 2008.

Basic Notions. Why NN?Joaquim Marques de SáB
MLP and RBF algorithmsPetia GeorgievaB
MLP’s with Entropic CriteriaJorge SantosFB
Data Mining with MLPsPaulo CortezFB
Functional NetworksNoelia Sánchez MaroñoS
Multi-class SVMs, TheoryYann GuermeurS
Functional Networks applicationNoelia Sánchez MaroñoS
SVMs application to protein secondary structure predictionYann GuermeurS
Multiple kernel learning and HM-SVM for bioinformatic applicationsAlexander ZienFB
Semi-Supervised LearningAlexander ZienFB
Multi-Valued and UB Neurons - IIgor AizenbergFB
Kernel PLSMark EmbrechtsFB
Multi-Valued and UB Neurons - IIIgor AizenbergFB
Selecting Algorithms and Parameters with Meta-LearningCarlos SoaresS
Text MiningMark EmbrechtsFB
Photos from NN2008