Exact(11)
The proposed heuristic relies on a new pruning criterion to enumerate patterns with high size-to-hardware-area ratio.
In addition we propose three new pruning methods that were compared to other seven existing methods in the literature for MLP networks.
To enhance its performance further, we improve it by using new pruning strategies and new data structures that lead to a new algorithm TTD-Close.
Since the new pruning rules are easy to implement and have low computational costs, they can be promptly integrated into all state-of-the-art methods for structure learning of Bayesian networks.
In this paper, we propose new pruning mechanism to apply them in the design of new Recursive Best-First Sealgorithms) algorithms for DBQs between spatial objects indexed in R-trees.
Due to the large inter-individual differences in biomechanical data observed with both pruning shears, no systematic effect of the new pruning shears on "extreme" flexion/extension (F/E) and ulnar/radial (U/R) wrist deviations was demonstrated.
Similar(49)
Then, in light of the proposed MSF-EP system, two new ensemble pruning criteria are proposed: mRMR pruning and discriminative pruning (Disc).
AK is hitting back with new laws pruning the army's powers.
This paper describes a new efficient pruning method, the multi-weight optimal brain surgeon (MW-OBS) metooptimizeptimize neural network topologies.
This paper presents a new ensemble pruning method which highly reduces the complexity of ensemble methods and performs better than complete bagging in terms of classification accuracy.
A new graph pruning algorithm is presented that overcomes some the difficulties of depth first search when building a state-space description of an inputoutput model prior to control system analysis.
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