Publications

Publications by Alípio Jorge

2002

Remote collaborative data mining through online knowledge sharing

Authors
Jorge, A; Moyle, S; Voss, A;

Publication
COLLABORATIVE BUSINESS ECOSYSTEMS AND VIRTUAL ENTERPRISES

Abstract
The basic principles of a methodology for remote collaborative data mining are proposed. Starting from CRISP-DM, a general data mining process designed to carry out data mining projects; it is described how the principles of knowledge sharing and ease of communication can be embedded in the data mining process, The aim is to allow the execution of data mining projects, with the participation of multiple experts working from distant locations. All the participants in such a project can profit from the knowledge produced by others and share their knowledge online with the other participants. The produced knowledge (for example data transformations, working hypothesis, models, results of experiments) is also stored for future inspection and use, in pursuit of organizational learning. A prototypical implementation (RAMSYS) of the remote collaborative methodology is described with examples.

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2005

Knowledge Discovery in Databases: PKDD 2005, 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Porto, Portugal, October 3-7, 2005, Proceedings

Authors
Jorge, A; Torgo, L; Brazdil, P; Camacho, R; Gama, J;

Publication
PKDD

Abstract

2001

Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving, 10th Portuguese Conference on Artificial Intelligence, EPIA 2001, Porto, Portugal, December 17-20, 2001, Proceedings

Authors
Brazdil, P; Jorge, A;

Publication
EPIA

Abstract

2005

Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings

Authors
Gama, J; Camacho, R; Brazdil, P; Jorge, A; Torgo, L;

Publication
ECML

Abstract

2009

Discovery Science, 12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009

Authors
Gama, J; Costa, VS; Jorge, AM; Brazdil, P;

Publication
Discovery Science

Abstract

1994

Learning by Refining Algorithm Sketches

Authors
Brazdil, P; Jorge, A;

Publication
ECAI

Abstract