4 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2011★ 2 cited
A Generalized Method for Integrating Rule-based Knowledge into Inductive Methods Through Virtual Sample Creation
Ridwan Al Iqbal
Hybrid learning methods use theoretical knowledge of a domain and a set of classified examples to develop a method for classification. Methods that use domain knowledge have been s…
cs.LG2011★ 4 cited
Using Feature Weights to Improve Performance of Neural Networks
Ridwan Al Iqbal
Different features have different relevance to a particular learning problem. Some features are less relevant; while some very important. Instead of selecting the most relevant fea…
cs.LG2010
Empirical learning aided by weak domain knowledge in the form of feature importance
Ridwan Al Iqbal
Standard hybrid learners that use domain knowledge require stronger knowledge that is hard and expensive to acquire. However, weaker domain knowledge can benefit from prior knowled…