Publications

Publications by Carlos Manuel Soares

2004

Using Meta-Learning to Support Data Mining

Authors
Vilalta, R; Carrier, CGG; Brazdil, P; Soares, C;

Publication
IJCSA

Abstract

1997

From Graphical Objects to Terms and Back: an Extended Application Framework for Prolog

Authors
Soares, C; Calejo, M;

Publication
Proceedings of the 8th Workshop on Logic Programming Environments, LPE '97, post-conference workshop at ICLP 1997, Leuven, Belgium, July 11, 1997

Abstract

2008

Preface

Authors
Soares, C; Peng, Y; Meng, J; Washio, T; Zhou, ZH;

Publication
Frontiers in Artificial Intelligence and Applications

Abstract

2006

Sequence mining on web access logs: A case study

Authors
Soares, C; de Graaf, E; Kok, JN; Kosters, WA;

Publication
Belgian/Netherlands Artificial Intelligence Conference

Abstract
We present a case study in which sequence mining algorithms were applied to web access log data. The data are from a portal that is targeted for business users. In this portal, like in many others, content is described using a set of descriptors, such as keywords, category and type. We investigate whether representing content by the type rather than its identifier enables existing sequence mining methods to obtain interesting patterns. Rather than a more traditional approach based on measures such as support and confidence, we analyze results from an application perspective. This enables us to identify opportunities for improving and extending these methods.

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2009

Cognitive Technologies: Preface

Authors
Brazdil, P; Giraud Carrier, C; Soares, C; Vilalta, R;

Publication
Cognitive Technologies

Abstract

2010

Frontiers in Artificial Intelligence and Applications: Preface

Authors
Soares, C; Ghani, R;

Publication
Frontiers in Artificial Intelligence and Applications

Abstract