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On propositionalization for knowledge discovery in relational databases

https://doi.org/10.25673/4624
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What this work says

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

inferredcites →https://doi.org/10.1007/3-540-44794-6_23openalex-snapshot
Propositionalisation and Aggregates
inferredcites →https://doi.org/10.1007/3-540-49257-7_24openalex-snapshot
A Framework for the Investigation of Aggregate Functions in Database Queries
inferredcites →https://doi.org/10.1007/3-540-56602-3_124openalex-snapshot
FOIL: A midterm report
inferredcites →https://doi.org/10.1007/3-540-62927-0openalex-snapshot
Foundations of Inductive Logic Programming
inferredcites →https://doi.org/10.1007/3-540-63223-9_108openalex-snapshot
An algorithm for multi-relational discovery of subgroups
inferredcites →https://doi.org/10.1007/3540635149_40openalex-snapshot
Mining association rules in multiple relations
inferredcites →https://doi.org/10.1007/978-1-4615-5689-3openalex-snapshot
Feature Selection for Knowledge Discovery and Data Mining
inferredcites →https://doi.org/10.1007/978-1-4757-2440-0openalex-snapshot
The Nature of Statistical Learning Theory
inferredcites →https://doi.org/10.1007/978-3-322-80336-8openalex-snapshot
Neuro-Fuzzy-Systeme
inferredcites →https://doi.org/10.1007/978-3-540-30109-7_24openalex-snapshot
First Order Random Forests with Complex Aggregates
inferredcites →https://doi.org/10.1007/978-3-540-39917-9_5openalex-snapshot
A Multi-relational Decision Tree Learning Algorithm – Implementation and Experiments
inferredcites →https://doi.org/10.1007/978-3-662-04599-2_11openalex-snapshot
Propositionalization Approaches to Relational Data Mining
inferredcites →https://doi.org/10.1007/978-3-662-04599-2_8openalex-snapshot
Discovery of Relational Association Rules
inferredcites →https://doi.org/10.1007/bf00116251openalex-snapshot
Induction of Decision Trees
inferredcites →https://doi.org/10.1007/bf03037227openalex-snapshot
Inverse entailment and progol
inferredcites →https://doi.org/10.1007/bf03037228openalex-snapshot
Induction of logic programs: FOIL and related systems
inferredcites →https://doi.org/10.1007/bfb0027312openalex-snapshot
Stochastic propositionalization of non-determinate background knowledge
inferredcites →https://doi.org/10.1016/0004-3702(95)00122-0openalex-snapshot
Theories for mutagenicity: a study in first-order and feature-based induction
inferredcites →https://doi.org/10.1016/0005-1098(78)90005-5openalex-snapshot
Modeling by shortest data description
inferredcites →https://doi.org/10.1016/0743-1066(94)90035-3openalex-snapshot
Inductive Logic Programming: Theory and methods
inferredcites →https://doi.org/10.1016/0893-6080(94)90014-0openalex-snapshot
Introduction to the theory of neural computation
inferredcites →https://doi.org/10.1016/0933-3657(91)90006-wopenalex-snapshot
KARDIO: A study in deep and qualitative knowledge for expert systems
inferredcites →https://doi.org/10.1016/s0004-3702(98)00034-4openalex-snapshot
Top-down induction of first-order logical decision trees
inferredcites →https://doi.org/10.1023/a:1009715923555openalex-snapshot
A Tutorial on Support Vector Machines for Pattern Recognition
inferredcites →https://doi.org/10.1023/a:1009815821645openalex-snapshot
Feature construction with Inductive Logic Programming: A Study of Quantitative Predictions of Biological Activity Aided by Structural Attributes
inferredcites →https://doi.org/10.1109/64.539013openalex-snapshot
Data mining and knowledge discovery: making sense out of data
inferredcites →https://doi.org/10.1145/170035.170072openalex-snapshot
Mining association rules between sets of items in large databases
inferredcites →https://doi.org/10.1145/380995.381033openalex-snapshot
KDD-Cup 2000 organizers' report
inferredcites →https://doi.org/10.1145/383779.383781openalex-snapshot
An extended transformation approach to inductive logic programming
inferredcites →https://doi.org/10.1145/502585.502685openalex-snapshot
Advanced grouping and aggregation for data integration
inferredcites →https://doi.org/10.1145/507338.507355openalex-snapshot
Data mining
inferredcites →https://doi.org/10.1145/507515.507523openalex-snapshot
KDD Cup 2001 report
inferredcites →https://doi.org/10.1145/772862.772880openalex-snapshot
Combining data and text mining techniques for yeast gene regulation prediction
inferredcites →https://doi.org/10.1145/956750.956772openalex-snapshot
Aggregation-based feature invention and relational concept classes
inferredcites →https://doi.org/10.1145/959242.959245openalex-snapshot
Multi-relational data mining
inferredcites →https://doi.org/10.1198/tech.2001.s58openalex-snapshot
Mastering Data Mining
inferredcites →https://doi.org/10.17877/de290r-14262openalex-snapshot
Making Large-Scale SVM Learning Practical
inferredcites →https://doi.org/10.25673/4879openalex-snapshot
Data mining with graphical models
inferredcites →https://doi.org/10.5860/choice.49-3305openalex-snapshot
Data mining: concepts and techniques
inferredcites →https://doi.org/10.7551/mitpress/1192.001.0001openalex-snapshot
Algorithmic Program Debugging

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-540-73847-3_13openalex-snapshot
Extension of the Top-Down Data-Driven Strategy to ILP
inferred← citeshttps://doi.org/10.1007/978-3-540-74976-9_47openalex-snapshot
Pruning Relations for Substructure Discovery of Multi-relational Databases
inferred← citeshttps://doi.org/10.1007/978-3-540-75119-9_22openalex-snapshot
Learning Initial Trust Among Interacting Agents
inferred← citeshttps://doi.org/10.1007/978-3-642-02279-1_38openalex-snapshot
Combining Multiple Interrelated Streams for Incremental Clustering
inferred← citeshttps://doi.org/10.1007/978-3-642-13818-8_43openalex-snapshot
Tree Induction over Perennial Objects
inferred← citeshttps://doi.org/10.1007/978-3-642-17313-4_3openalex-snapshot
A General Multi-relational Classification Approach Using Feature Generation and Selection
inferred← citeshttps://doi.org/10.1007/978-3-642-22546-8_22openalex-snapshot
Classification Rule Mining for a Stream of Perennial Objects
inferred← citeshttps://doi.org/10.1007/s10115-008-0127-5openalex-snapshot
Multirelational classification: a multiple view approach
inferred← citeshttps://doi.org/10.1007/s10115-016-0921-4openalex-snapshot
Roller: a novel approach to Web information extraction
inferred← citeshttps://doi.org/10.1007/s10844-006-9950-xopenalex-snapshot
Spatial associative classification: propositional vs structural approach
inferred← citeshttps://doi.org/10.1007/s10844-012-0229-0openalex-snapshot
Reducing the size of databases for multirelational classification: a subgraph-based approach
inferred← citeshttps://doi.org/10.1007/s10994-010-5211-xopenalex-snapshot
Statistical relational learning of trust
inferred← citeshttps://doi.org/10.1007/s10994-021-06096-2openalex-snapshot
TSFuse: automated feature construction for multiple time series data
inferred← citeshttps://doi.org/10.1007/s13748-019-00186-yopenalex-snapshot
WordificationMI: multi-relational data mining through multiple-instance propositionalization
inferred← citeshttps://doi.org/10.1016/j.eswa.2016.10.059openalex-snapshot
A framework for data transformation in Credit Behavioral Scoring applications based on Model Driven Development
inferred← citeshttps://doi.org/10.1109/bigdata.2018.8622359openalex-snapshot
An Approach to Automatically Extract Predictive Properties from Nominal Attributes in Relational Databases
inferred← citeshttps://doi.org/10.1109/bracis.2019.00087openalex-snapshot
An Efficient Kick Strategy for Agents in the 2D Simulation League
inferred← citeshttps://doi.org/10.1109/soli.2012.6273506openalex-snapshot
Relational rule learning in decoupled heterogeneous subspaces
inferred← citeshttps://doi.org/10.1109/wiiat50758.2020.00092openalex-snapshot
Handling Item Similarity in Behavioral Patterns through General Pattern Mining
inferred← citeshttps://doi.org/10.1145/1143844.1143943openalex-snapshot
A statistical approach to rule learning
inferred← citeshttps://doi.org/10.18293/seke2018-136openalex-snapshot
Evolutionary propositionalization of multi-relational data
inferred← citeshttps://doi.org/10.4018/978-1-4666-8513-0.ch003openalex-snapshot
Multi-Relational Data Mining A Comprehensive Survey
inferred← citeshttps://doi.org/10.5335/rbca.v11i3.9077openalex-snapshot
Uma solução de mineração de dados para concessão de cupons de descontos em comércio eletrônico: um estudo de caso
inferred← citeshttps://doi.org/10.5335/rbca.v12i2.10866openalex-snapshot
A data mining approach for prediction of quality attributes in Palmer mango from images
inferred← citeshttps://doi.org/10.5555/1402298.1402330openalex-snapshot
A statistical relational model for trust learning
inferred← citeshttps://doi.org/10.5555/1497096.1497101openalex-snapshot
Learning from Skewed Class Multi-relational Databases
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