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Bayes optimal instance-based learning

https://doi.org/10.1007/bfb0026675
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What this work says

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

inferredcites →https://doi.org/10.1002/0470013192.bsa231openalex-snapshot
Finite Mixture Distributions
inferredcites →https://doi.org/10.1007/3-540-58330-0_83openalex-snapshot
Massively parallel case-based reasoning with probabilistic similarity metrics
inferredcites →https://doi.org/10.1007/978-1-4757-4286-2openalex-snapshot
Statistical Decision Theory and Bayesian Analysis
inferredcites →https://doi.org/10.1007/978-94-009-5897-5openalex-snapshot
Finite Mixture Distributions
inferredcites →https://doi.org/10.1007/978-94-017-2053-3_11openalex-snapshot
A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms
inferredcites →https://doi.org/10.1007/978-94-017-2053-3_2openalex-snapshot
Locally Weighted Learning
inferredcites →https://doi.org/10.1007/bf00058611openalex-snapshot
Error reduction through learning multiple descriptions
inferredcites →https://doi.org/10.1007/bf00994016openalex-snapshot
Learning Bayesian networks: The combination of knowledge and statistical data
inferredcites →https://doi.org/10.1007/bf00994110openalex-snapshot
A Bayesian Method for the Induction of Probabilistic Networks from Data
inferredcites →https://doi.org/10.1007/bfb0020627openalex-snapshot
A bayesian framework for case-based reasoning
inferredcites →https://doi.org/10.1016/b978-1-55860-141-3.50033-xopenalex-snapshot
Acquisition of Dynamic Control Knowledge for a Robotic Manipulator
inferredcites →https://doi.org/10.1016/b978-1-55860-335-6.50037-4openalex-snapshot
Towards a Better Understanding of Memory-Based Reasoning Systems
inferredcites →https://doi.org/10.1023/a:1006559212014openalex-snapshot
Locally Weighted Learning
inferredcites →https://doi.org/10.1023/a:1006593614256openalex-snapshot
A Review and Empirical Evaluation of Feature Weighting Methods for a Class of Lazy Learning Algorithms
inferredcites →https://doi.org/10.1023/a:1018249309965openalex-snapshot
Error Reduction through Learning Multiple Descriptions
inferredcites →https://doi.org/10.1023/a:1022623210503openalex-snapshot
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data
inferredcites →https://doi.org/10.1080/00401706.1995.10484383openalex-snapshot
Machine Learning, Neural and Statistical Classification
inferredcites →https://doi.org/10.1109/18.481776openalex-snapshot
Fisher information and stochastic complexity
inferredcites →https://doi.org/10.1109/icnn.1993.298594openalex-snapshot
Bayesian case-based reasoning with neural networks
inferredcites →https://doi.org/10.1142/0822openalex-snapshot
Stochastic Complexity in Statistical Inquiry
inferredcites →https://doi.org/10.1145/7902.7906openalex-snapshot
Toward memory-based reasoning
inferredcites →https://doi.org/10.1201/9780429258411openalex-snapshot
Bayesian Data Analysis
inferredcites →https://doi.org/10.2307/2284675openalex-snapshot
Optimal Statistical Decisions.
inferredcites →https://doi.org/10.2307/2288950openalex-snapshot
Stastical Decision Theory and Bayesian Analysis.
inferredcites →https://doi.org/10.2307/2289504openalex-snapshot
Statistical Analysis of Finite Mixture Distributions.
inferredcites →https://doi.org/10.7907/h3a1-wm07.openalex-snapshot
Bayesian methods for adaptive models

What points at this work

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

inferred← citeshttps://doi.org/10.1007/3-540-44527-7_14openalex-snapshot
An Unsupervised Bayesian Distance Measure
inferred← citeshttps://doi.org/10.1007/978-1-4615-5725-8_2openalex-snapshot
Feature Weighting for Lazy Learning Algorithms
inferred← citeshttps://doi.org/10.1007/978-3-319-24553-9_39openalex-snapshot
Hybrid Utrasound and MRI Acquisitions for High-Speed Imaging of Respiratory Organ Motion
inferred← citeshttps://doi.org/10.1007/978-3-540-30214-8_6openalex-snapshot
Maximum a Posteriori Tree Augmented Naive Bayes Classifiers
inferred← citeshttps://doi.org/10.1007/bfb0056318openalex-snapshot
On Bayesian case matching
inferred← citeshttps://doi.org/10.1007/s10994-005-0470-7openalex-snapshot
TAN Classifiers Based on Decomposable Distributions
inferred← citeshttps://doi.org/10.1007/s44290-025-00358-xopenalex-snapshot
Motorcycle crash risk in kuwait: demographic and behavioral insights for road safety
inferred← citeshttps://doi.org/10.1016/j.patrec.2005.02.001openalex-snapshot
The Naive Bayes Mystery: A classification detective story
inferred← citeshttps://doi.org/10.1080/13588265.2024.2359754openalex-snapshot
Evaluating bicycle lanes and stations safety in Barcelona: a Bayesian network approach to analyse injury severity
inferred← citeshttps://doi.org/10.1145/312129.312256openalex-snapshot
Applying general Bayesian techniques to improve TAN induction
inferred← citeshttps://doi.org/10.5821/dissertation-2117-407227openalex-snapshot
Urban mobility safety in Barcelona: an evaluation of risk factors and techniques to achieve Vision Zero
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