Publications

Publications by Rui Camacho

2005

Lecture Notes in Artificial Intelligence: Introduction

Authors
Camacho, R; Alves, A; Da Costa, JP; Azevedo, P;

Publication
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Abstract

1991

A TOOL FOR COOPERATIVE EXPERT SYSTEMS

Authors
OLIVEIRA, E; CAMACHO, R;

Publication
PROCEEDINGS OF THE WORLD CONGRESS ON EXPERT SYSTEMS, VOLS 1-4

Abstract

2006

Special ILP mega-issue: ILP-2003 and ILP-2004

Authors
Camacho, R; King, R; Srinivasan, A;

Publication
MACHINE LEARNING

Abstract

2007

A step up with the HARVARD system: the HARVARD-g system

Authors
Ramos, R; Camacho, R;

Publication
IBERGRID: 1ST IBERIAN GRID INFRASTRUCTURE CONFERENCE PROCEEDINGS

Abstract
The HARVARD system is a general purpose system adequate for Knowledge Discover in Databases (KDD) running in general purpose PCs and based on distributed computing over a connected network of PCs. In this paper we discuss the extension of HARVARD to interact with a Grid Computing setting. This extension, called HARVARD-g, enable the HARVARD system to schedule task to the Grid and therefore largely increase its available computational power.

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2001

Inducing models of human control skills

Authors
Camacho, R;

Publication
ICCM - 2001: PROCEEDINGS OF THE 2001 FOURTH INTERNATIONAL CONFERENCE ON COGNITIVE MODELING

Abstract
We propose a model, called Incremental Correction. (IC) model to address the problem of reverse engineering human control skills using the Behavioural Cloning methodology. The proposed model is based on the concept of closed loop or feedback control. The controllers are induced via Machine Learning tools from traces of human expert control performance. Controllers using the IC model exhibit an increase in robustness and a reduction in encoding complexity when compared to previous models used in behavioural cloning.

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2005

12th Portuguese Conference on Artificial Intelligence, EPIA 2005 Covilha, Portugal, December 5-8, 2005 - Introduction

Authors
Camacho, R; Alves, A; da Costa, JP; Azevedo, P;

Publication
PROGRESS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS

Abstract