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ICML
1991
IEEE
15 years 1 months ago
Constructive Induction in Knowledge-Based Neural Networks
Artificial neural networks have proven to be a successful, general method for inductive learning from examples. However, they have not often been viewed in terms of constructive ...
Geoffrey G. Towell, Mark Craven, Jude W. Shavlik
COLING
2002
14 years 9 months ago
Recovering Latent Information in Treebanks
Many recent statistical parsers rely on a preprocessing step which uses hand-written, corpus-specific rules to augment the training data with extra information. For example, head-...
David Chiang, Daniel M. Bikel
CPC
2002
205views more  CPC 2002»
14 years 9 months ago
Convergence Of The Iterated Prisoner's Dilemma Game
Co-learning is a model involving agents from a large population, who interact by playing a fixed game and update their behaviour based on previous experience and the outcome of th...
Martin E. Dyer, Leslie Ann Goldberg, Catherine S. ...
130
Voted
KDD
2001
ACM
1203views Data Mining» more  KDD 2001»
15 years 10 months ago
Application of Data Mining Techniques for Medical Image Classification
Breast cancer represents the second leading cause of cancer deaths in women today and it is the most common type of cancer in women. This paper presents some experiments for tumou...
Maria-Luiza Antonie, Osmar R. Zaïane, Alexand...
BMCBI
2007
115views more  BMCBI 2007»
14 years 9 months ago
Seven Golden Rules for heuristic filtering of molecular formulas obtained by accurate mass spectrometry
Background: Structure elucidation of unknown small molecules by mass spectrometry is a challenge despite advances in instrumentation. The first crucial step is to obtain correct e...
Tobias Kind, Oliver Fiehn