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Strategies for improving neural net generalisation

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4471-2082-7_15openalex-snapshot
Use of Neural Computing in Multiversion Software Reliability
inferredcites →https://doi.org/10.1007/bf00849058openalex-snapshot
Adaptive generalisation
inferredcites →https://doi.org/10.1016/0893-6080(95)00110-7openalex-snapshot
Network generalization differences quantified
inferredcites →https://doi.org/10.1109/32.58771openalex-snapshot
Conceptual modeling of coincident failures in multiversion software
inferredcites →https://doi.org/10.1109/72.363472openalex-snapshot
Generalization and PAC learning: some new results for the class of generalized single-layer networks
inferredcites →https://doi.org/10.1111/j.1468-0394.1994.tb00323.xopenalex-snapshot
Neural computing for software reliability*

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/3-540-45014-9_24openalex-snapshot
Self-Organizing Decomposition of Functions
inferred← citeshttps://doi.org/10.1007/3-540-45428-4_13openalex-snapshot
New Measure of Classifier Dependency in Multiple Classifier Systems
inferred← citeshttps://doi.org/10.1007/3-540-45428-4_9openalex-snapshot
Multistage Neural Network Ensembles
inferred← citeshttps://doi.org/10.1007/3-540-48219-9_40openalex-snapshot
Application of the Evolutionary Algorithms for Classifier Selection in Multiple Classifier Systems with Majority Voting
inferred← citeshttps://doi.org/10.1007/978-1-4613-0231-5_25openalex-snapshot
Set Analysis of Coincident Errors and Its Applications for Combining Classifiers
inferred← citeshttps://doi.org/10.1007/978-3-540-38233-1_3openalex-snapshot
Neural Networks in Multiple Classifier Systems for Remote-Sensing Image Classification
inferred← citeshttps://doi.org/10.1007/978-3-540-45240-9_7openalex-snapshot
Multistage Neural Networks: Adaptive Combination of Ensemble Results
inferred← citeshttps://doi.org/10.1007/bf00974752openalex-snapshot
On the difficulty of really considering a radical novelty
inferred← citeshttps://doi.org/10.1007/bf01413747openalex-snapshot
Use of methodological diversity to improve neural network generalisation
inferred← citeshttps://doi.org/10.1007/s100440200030openalex-snapshot
A Theoretical Analysis of the Limits of Majority Voting Errors for Multiple Classifier Systems
inferred← citeshttps://doi.org/10.1017/s0269888997003123openalex-snapshot
Combining diverse neural nets
inferred← citeshttps://doi.org/10.1109/access.2023.3326725openalex-snapshot
A Dataset Fusion Algorithm for Generalised Anomaly Detection in Homogeneous Periodic Time Series Datasets
inferred← citeshttps://doi.org/10.1109/cimsim.2010.75openalex-snapshot
Improving Generalization of Neural Networks Using MLP Discriminant Based on Multiple Classifiers Failures
inferred← citeshttps://doi.org/10.5120/16679-6784openalex-snapshot
A Survey on Ensemble Combination Schemes of Neural Network
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