Publications

Publications by Pedro Pereira Rodrigues

2010

Knowledge Discovery from Data Streams

Authors
Gama, J; Rodrigues, PP; Spinosa, EJ; Carvalho, ACPLFd;

Publication
Web Intelligence and Security - Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web

Abstract

2009

Data Streams

Authors
Gama, J; Rodrigues, PP;

Publication
Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes)

Abstract

2009

Learning from Data Streams

Authors
Gama, J; Rodrigues, PP;

Publication
Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes)

Abstract

2011

Learning from medical data streams: An introduction

Authors
Rodrigues, PP; Pechenizkiy, M; Gaber, MM; Gama, J;

Publication
CEUR Workshop Proceedings

Abstract
Clinical practice and research are facing a new challenge created by the rapid growth of health information science and technology, and the complexity and volume of biomedical data. Machine learning from medical data streams is a recent area of research that aims to provide better knowledge extraction and evidence-based clinical decision support in scenarios where data are produced as a continuous flow. This year's edition of AIME, the Conference on Artificial Intelligence in Medicine, enabled the sound discussion of this area of research, mainly by the inclusion of a dedicated workshop. This paper is an introduction to LEMEDS, the Learning from Medical Data Streams workshop, which highlights the contributed papers, the invited talk and expert panel discussion, as well as related papers accepted to the main conference.

CloseRead Abstract

2012

Editorial message: Special track on data streams

Authors
Rodrigues, PP; Bifet, A; Krishnaswamy, S; Gama, J;

Publication
Proceedings of the ACM Symposium on Applied Computing

Abstract

2009

Special track on data streams

Authors
Gama, J; Carvalho, A; Rodrigues, PP; Aguilar, J;

Publication
Proceedings of the ACM Symposium on Applied Computing

Abstract