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On the Handling of Continuous-Valued Attributes in Decision Tree Generation

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

inferredcites →https://doi.org/10.1007/bf00116251openalex-snapshot
Induction of Decision Trees
inferredcites →https://doi.org/10.1007/bf00116835openalex-snapshot
The CN2 Induction Algorithm
inferredcites →https://doi.org/10.1016/b978-0-08-051055-2.50011-0openalex-snapshot
PROBABILISTIC DECISION TREES
inferredcites →https://doi.org/10.1016/b978-0-934613-64-4.50016-5openalex-snapshot
Improved Decision Trees: A Generalized Version of ID3
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An iterative growing and pruning algorithm for classification tree design
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Introduction to linear and nonlinear programming
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The characteristic selection problem in recognition systems
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THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS
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Classification and Regression Trees.
inferredcites →https://doi.org/10.2307/2530946openalex-snapshot
Classification and Regression Trees.

What points at this work

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

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Feature-map vectors: a new class of informative descriptors for computational drug discovery
inferred← citeshttps://doi.org/10.1007/s10844-011-0156-5openalex-snapshot
Message classification as a basis for studying command and control communications—an evaluation of machine learning approaches
inferred← citeshttps://doi.org/10.1007/s10994-006-8364-xopenalex-snapshot
MODL: A Bayes optimal discretization method for continuous attributes
inferred← citeshttps://doi.org/10.1007/s10994-010-5168-9openalex-snapshot
Finding a short and accurate decision rule in disjunctive normal form by exhaustive search
inferred← citeshttps://doi.org/10.1007/s10994-010-5194-7openalex-snapshot
Relational information gain
inferred← citeshttps://doi.org/10.1007/s10994-016-5574-8openalex-snapshot
$$\text {ALR}^n$$ ALR n : accelerated higher-order logistic regression
inferred← citeshttps://doi.org/10.1007/s10994-016-5619-zopenalex-snapshot
Efficient parameter learning of Bayesian network classifiers
inferred← citeshttps://doi.org/10.1007/s10994-017-5629-5openalex-snapshot
Instance spaces for machine learning classification
inferred← citeshttps://doi.org/10.1007/s10994-017-5654-4openalex-snapshot
Learning data discretization via convex optimization
inferred← citeshttps://doi.org/10.1007/s10994-018-5718-0openalex-snapshot
Accurate parameter estimation for Bayesian network classifiers using hierarchical Dirichlet processes
inferred← citeshttps://doi.org/10.1007/s11042-009-0436-zopenalex-snapshot
Utilizing gestures to improve sentence boundary detection
inferred← citeshttps://doi.org/10.1007/s11042-019-07920-7openalex-snapshot
A multivariable optical remote sensing image feature discretization method applied to marine vessel targets recognition
inferred← citeshttps://doi.org/10.1007/s11269-006-2975-7openalex-snapshot
Discovering Reservoir Operating Rules by a Rough Set Approach
inferred← citeshttps://doi.org/10.1007/s11432-010-3117-7openalex-snapshot
Information entropy for ordinal classification
inferred← citeshttps://doi.org/10.1007/s11442-011-0832-yopenalex-snapshot
Application of rough set-based analysis to extract spatial relationship indicator rules: An example of land use in Pearl River Delta
inferred← citeshttps://doi.org/10.1007/s11590-014-0803-1openalex-snapshot
Structure learning of Bayesian Networks using global optimization with applications in data classification
inferred← citeshttps://doi.org/10.1007/s11634-009-0038-7openalex-snapshot
Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach
inferred← citeshttps://doi.org/10.1007/s12046-016-0465-zopenalex-snapshot
Ensemble of randomized soft decision trees for robust classification
inferred← citeshttps://doi.org/10.1007/s12293-017-0226-5openalex-snapshot
EDDE–LNS: a new hybrid ensemblist approach for feature selection
inferred← citeshttps://doi.org/10.1007/s12469-020-00256-8openalex-snapshot
Hierarchy-attribute decision making regarding public buses and private motorbikes: a case study in Ho Chi Minh City, Vietnam
inferred← citeshttps://doi.org/10.1007/s12539-016-0144-0openalex-snapshot
A New Decision Tree to Solve the Puzzle of Alzheimer’s Disease Pathogenesis Through Standard Diagnosis Scoring System
inferred← citeshttps://doi.org/10.1007/s13042-017-0663-yopenalex-snapshot
A study on unstable cuts and its application to sample selection
inferred← citeshttps://doi.org/10.1007/s13278-018-0488-zopenalex-snapshot
Toward maximizing the visibility of content in social media brand pages: a temporal analysis
inferred← citeshttps://doi.org/10.1007/s13721-012-0006-6openalex-snapshot
Threshold-based feature selection techniques for high-dimensional bioinformatics data
inferred← citeshttps://doi.org/10.1016/0031-3203(94)90047-7openalex-snapshot
Learning structural descriptions of patterns: A new technique for conditional clustering and rule generation
inferred← citeshttps://doi.org/10.1016/0377-2217(94)00325-7openalex-snapshot
CEG: A case based decision modeling architecture
inferred← citeshttps://doi.org/10.1016/0933-3657(95)00043-7openalex-snapshot
Sleep classification in infants by decision tree-based neural networks
inferred← citeshttps://doi.org/10.1016/0950-7051(96)81917-4openalex-snapshot
Initialization of neural networks by means of decision trees
inferred← citeshttps://doi.org/10.1016/b978-0-12-804206-9.00003-9openalex-snapshot
Seven principles of inductive software engineering
inferred← citeshttps://doi.org/10.1016/b978-075065520-0/50011-0openalex-snapshot
References
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Database Consistency via Inductive Learning
inferred← citeshttps://doi.org/10.1016/b978-1-55860-307-3.50021-6openalex-snapshot
SKICAT: A Machine Learning System for Automated Cataloging of Large Scale Sky Surveys
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An Improved Algorithm for Incremental Induction of Decision Trees
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On Handling Tree-Structured Attributes in Decision Tree Learning
inferred← citeshttps://doi.org/10.1016/b978-1-55860-377-6.50018-9openalex-snapshot
Automatic Selection of Split Criterion during Tree Growing Based on Node Location
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Efficient Algorithms for Finding Multi-way Splits for Decision Trees
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Appendix 2: tools
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Optimal bandwidth selection for re-substitution entropy estimation
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A naive Bayes model for robust remaining useful life prediction of lithium-ion battery
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Knowledge-discovery incorporated evolutionary search for microcalcification detection in breast cancer diagnosis
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A decision support system for cost-effective diagnosis
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Multi-test decision tree and its application to microarray data classification
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