List of works - Hendrik Blockeel

A Community-Based Platform for Machine Learning Experimentation

scholarly article by Joaquin Vanschoren & Hendrik Blockeel published 2009 in Lecture Notes in Computer Science

A First-Order-Logic Based Model for Grounded Language Learning

A comparison of pruning criteria for probability trees

A machine learning based framework to identify and classify long terminal repeat retrotransposons. ⬇️

scientific article published on 23 April 2018

An inductive database system based on virtual mining views

Causality-based cost-effective action mining

Compact Representation of Knowledge Bases in Inductive Logic Programming

Data Mining: From Procedural to Declarative Approaches

Decision trees for hierarchical multi-label classification

Declarative data analysis

Diterpene structure elucidation from 13cnmr spectra with inductive logic programming

Experiment Databases

scientific article published in 2010

Experiment Databases: Towards an Improved Experimental Methodology in Machine Learning

scholarly article published in Lecture Notes in Computer Science

Experiment databases

Exposing the Causal Structure of Processes by Learning CP-Logic Programs

FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings

scientific article published at ISWC 2023 research track.

First order random forests: Learning relational classifiers with complex aggregates

Generalized Counting for Lifted Variable Elimination

scientific article published in 2014

Generalized ordering-search for learning directed probabilistic logical models

article

Generalizing from Example Clusters

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

Guest editors’ introduction: special issue on inductive logic programming (ILP-2007)

Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

Information extraction from structured documents using k-testable tree automaton inference

Introduction to the special issue on multi-relational data mining and statistical relational learning

Investigating Classifier Learning Behavior with Experiment Databases

Isidd: An interactive system for inductive database design

Learning directed probabilistic logical models: ordering-search versus structure-search

article

Look beyond the Surface: A Demo for Explaining Knowledge Graph Embeddings and Entity Similarity

scientific article published in proceedings of the iswc 2023 posters, demos and industry tracks: from novel ideas to industrial practice

Mining Views: Database Views for Data Mining

Mining data from intensive care patients

Multi-relational data mining in Microsoft SQL Server 2005

Neural networks for relational learning: an experimental comparison

Organizing the World’s Machine Learning Information

scholarly article by Joaquin Vanschoren et al published 2008 in Communications in Computer and Information Science

Outlier detection in relational data: A case study in geographical information systems

Predicting Genes Involved in Human Cancer Using Network Contextual Information.

scientific article published in March 2012

Predicting gene function using hierarchical multi-label decision tree ensembles

scientific article

Predicting genes involved in human cancer using network contextual information.

scientific article published on 5 September 2012

List of works by Hendrik Blockeel