SUMMER SCHOOL NN2010

NEURAL NETWORKS in CLASSIFICATION, REGRESSION and DATA MINING

July 12-16, 2010, Porto, Portugal

www.isep.ipp.pt/nn email: nn-2010@isep.ipp.pt

GENERAL INFORMATION

The Summer School will be held at Porto, Portugal, jointly organized by the Engineering Biomedical Institute (INEB) and the Polytechnic School of Engineering of Porto (ISEP).

This year's edition also includes a POSTER/WORKSHOP SESSION providing a discussion forum where the participants can obtain peer guidance for their projects.

COURSE CONTENTS

Neural networks (NN) have become a very important tool in classification and regression tasks. The applications are nowadays abundant, e.g. in the engineering, economy and biology areas. The Summer School on NN is dedicated to explain relevant NN paradigms, namely multilayer perceptrons (MLP), radial basis function networks (RBF) and support vector machines (SVM) used for classification and regression tasks, illustrated with applications to real data. Specific topics are also presented, namely Recurrent Neural Networks, Functional Networks, Multi-Valued and UB Neurons, Pattern Classification, MLP's with Entropic Criteria and Data Mining using NN.

Classes include practical sessions with appropriate software tools. The trainee has, therefore, the opportunity to apply the taught concepts and become conversant with a broad range of NN topics and applications.

A special poster session will also provide a discussion forum where the participants can obtain peer guidance for their projects

For registration and further information please see www.isep.ipp.pt/nn

IMPORTANT DEADLINES

Early Registration: 15 May 2010

Poster Submission: 15 June 2010

Hotel booking : 15 June 2010

Summer School: 12-16 July 2010

All participants are required to register prior to the start of the School - until the June 15 - even if you choose to pay the late registration fee at the registration desk.

Please note that only a LIMITED number of participants can be accepted.