Vol-950
urn:nbn:de:0074-950-3

Copyright © 2012 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.

PlanLearn 2012
International Workshop on Planning to Learn 2012

Proceedings of the International Workshop on Planning to Learn (PlanLearn 2012)

Collocated with the 2012 European Conference on Artificial Intelligence (ECAI 2012)

Montpellier, France, August 28, 2012.

Edited by

Joaquin Vanschoren *
Pavel Brazdil
Jörg-Uwe Kietz *

* Leiden University, LIACS, Niels Bohrweg 1, 2333 CA Leiden, The Netherlands
** University of Porto, LIAAD-INESC Porto L.A. / FEP, Rua de Ceuta 118, 6.piso, 4050-190 Porto, Portugal
*** University of Zürich, Department of Informatics, Binzmühlestrasse 14, CH-8050 Zürich, Switzerland

Table of Contents

Cover

Preface

Invited Talk Abstracts

Opportunities for Automated Workflow and Planning with Robot Scientists 1-3
Ross D. King
Planning to Learn: Recent Developments and Future Directions 4-5
Filip Železný

Technical Papers

Combining Meta-Learning and Optimization Algorithms for Parameter Selection 6-7
Taciana Gomes, Pericles Miranda, Ricardo Prudêncio, Carlos Soares, Andre Carvalho
Formal Frame for Data Mining with Association Rules - a Tool for Workflow Planning 8-9
Jan Rauch, Milan Šimůnek
Designing KDD-Workflows via HTN-Planning for Intelligent Discovery Assistance 10-17
Jörg-Uwe Kietz, Floarea Serban, Abraham Bernstein, Simon Fischer
Experimental Evaluation of the e-LICO Meta-Miner 18-19
Phong Nguyen, Alexandros Kalousis, Melanie Hilario
Selecting Classification Algorithms with Active Testing on Similar Datasets 20-27
Rui Leite, Pavel Brazdil, Joaquin Vanschoren
Predicting the Accuracy of Regression Models in the Retail Industry 28-29
Fábio Pinto, Carlos Soares
The Experiment Database for Machine Learning 30-37
Joaquin Vanschoren

Complete proceedings

20-Dec-2012: submitted by Joaquin Vanschoren
22-Dec-2012: published on CEUR-WS.org