This paper was the first to describe the technique known as lasso (or L1 regularization), which performs feature selection in conjunction with learning.
Actually, both MLP and RBF need the training to solve a problem, in this phase networks establish a relation between inputs and outputs in conjunction with learning parameters.
Science educators use attitude measures, in conjunction with learning measures, to inform the conclusions they draw about the efficacy of their instructional interventions.
We first characterize the robot learning problem and point out some major issues that need to be addressed in conjunction with reinforcement learning.
To examine the feasibility of using automated lexical analysis in conjunction with machine learning to create a means of objectively characterising radiology reports for quality improvement.
Ad hoc thresholds are often used in conjunction with structure learning algorithms to determine significant associations.
Because the pattern of results appears to be in conflict with the perceptual-mnemonic/feature conjunction model of perirhinal cortex function (Bussey et al., 2002, 2005), it is first important to confirm whether the structural discrimination was indeed configural and, hence, whether solution of the task actually required learning conjunctions of visual features.
Here, we used functional magnetic resonance imaging (fMRI), in conjunction with the machine learning technique of support vector machines (SVM), to identify brain regions that contain unique local information associated with different types of valuation.
This study shows how GA in conjunction with various machine learning techniques could be used to examine questionnaire data to predict a binary outcome.
In a recent study [20] the interplay between crucial myogenic (Myogenin, Myf-5, Myo-D1), adipogenic (C/EBP α, DDIT3, FoxC2, PPAR γ), and Wnt-related genes (Lrp5, Wnt5a) orchestrating aged myogenic progenitor differentiation was investigated by Nagarajan et al. using clonal gene expression profiles in conjunction with BN structure learning techniques.
