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107
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ICML
2010
IEEE
15 years 1 months ago
SVM Classifier Estimation from Group Probabilities
A learning problem that has only recently gained attention in the machine learning community is that of learning a classifier from group probabilities. It is a learning task that ...
Stefan Rüping
79
Voted
ECML
2006
Springer
15 years 4 months ago
Learning Process Models with Missing Data
Abstract. In this paper, we review the task of inductive process modeling, which uses domain knowledge to compose explanatory models of continuous dynamic systems. Next we discuss ...
Will Bridewell, Pat Langley, Steve Racunas, Stuart...
99
Voted
BICOB
2009
Springer
15 years 5 months ago
A New Machine Learning Approach for Protein Phosphorylation Site Prediction in Plants
Protein phosphorylation is a crucial regulatory mechanism in various organisms. With recent improvements in mass spectrometry, phosphorylation site data are rapidly accumulating. D...
Jianjiong Gao, Ganesh Kumar Agrawal, Jay J. Thelen...
ICALT
2007
IEEE
15 years 6 months ago
Personality and collaborative learning experience
This paper explored whether a consideration of the personality type of each learner would extend collaborative learning experiences under a distant learning or e-learning environm...
Amal Al-Dujaily, Hokyoung Ryu
97
Voted
SEKE
2004
Springer
15 years 5 months ago
Supporting the Requirements Prioritization Process. A Machine Learning approach
Requirements prioritization plays a key role in the requirements engineering process, in particular with respect to critical tasks such as requirements negotiation and software re...
Paolo Avesani, Cinzia Bazzanella, Anna Perini, Ang...