By Elizabeth Bradley, Nancy Collins, W. Philip Kegelmeyer (auth.), Frank Hoffmann, David J. Hand, Niall Adams, Douglas Fisher, Gabriela Guimaraes (eds.)
This e-book constitutes the refereed complaints of the 4th overseas convention on clever facts research, IDA 2001, held in Cascais, Portugal, in September 2001.
The 37 revised complete papers offered have been conscientiously reviewed and chosen from a complete of just about a hundred and fifty submissions. All present elements of this interdisciplinary box are addressed; the components coated contain information, man made intelligence, neural networks, laptop studying, information mining, and interactive dynamic info visualization.
Read Online or Download Advances in Intelligent Data Analysis: 4th International Conference, IDA 2001 Cascais, Portugal, September 13–15, 2001 Proceedings PDF
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Extra resources for Advances in Intelligent Data Analysis: 4th International Conference, IDA 2001 Cascais, Portugal, September 13–15, 2001 Proceedings
10 Thus, the class imbalances in each of these problems ranged from an imbalance ratio of 1:60 to one of 1:100 in favour of the negative class. The testing set consisted of all the texts published after 04/07/87 belonging to the 10 top categories. 8 9 10 Because no labels are present, this technique constitutes an educated guess of what an appropriate threshold should be. This heuristic was tested in  on the text classiﬁcation task discussed below and was shown to improve the system (over the combination scheme not using this heuristic).
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5. R. Fung and B. D. Favero. Applying bayesian networks to information retrieval. Communications of the ACM, 38(2):42–57, 1995. 6. J. M. Fern´ andez. Modelos de Recuperaci´ on de Informaci´ on Basados en Redes de Creencia (in Spanish). D. Thesis, Universidad de Granada, 2001. Relevance Feedback for the Bayesian Network Retrieval Model 23 7. D. Ghazfan, M. Indrawan, and B. Srinivasan. Towards meaningful bayesian networks for information retrieval systems. In Proceedings of the IPMU’96 Conference, 841–846, 1996.
Advances in Intelligent Data Analysis: 4th International Conference, IDA 2001 Cascais, Portugal, September 13–15, 2001 Proceedings by Elizabeth Bradley, Nancy Collins, W. Philip Kegelmeyer (auth.), Frank Hoffmann, David J. Hand, Niall Adams, Douglas Fisher, Gabriela Guimaraes (eds.)