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List of works by Luc De Raedt

A Relational Kernel-Based Framework for Hierarchical Image Understanding

A query language for analyzing networks

scientific article published in 2009

BiQL: A Query Language for Analyzing Information Networks

scientific article published in 2012

CLASSIC’CL: An Integrated ILP System

COVID-19 in people with multiple sclerosis: A global data sharing initiative

scientific article published on 14 July 2020

Data mining and machine learning techniques for the identification of mutagenicity inducing substructures and structure activity relationships of noncongeneric compounds

scientific article

DeepProbLog: Neural Probabilistic Logic Programming ⬇️

Effective feature construction by maximum common subgraph sampling

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

ILP turns 20

Kernel-Based Logical and Relational Learning with kLog for Hedge Cue Detection

article

Lazy and Eager Relational Learning Using Graph-Kernels

Learning Constraint Satisfaction Problems: An ILP Perspective

scientific article published in 2016

Learning relational affordance models for robots in multi-object manipulation tasks

scientific article published in May 2012

Mining Local Staircase Patterns in Noisy Data

MiningZinc: A declarative framework for constraint-based mining

scientific article published in March 2017

Modeling in MiningZinc

scientific article published in 2016

Molecular feature mining in HIV data

article

Network-Based Analysis of eQTL Data to Prioritize Driver Mutations

scientific article

PheNetic: network-based interpretation of molecular profiling data

scientific article

PheNetic: network-based interpretation of unstructured gene lists in E. coli

scientific article published on 16 April 2013

Predicting Spike Activity in Neuronal Cultures

scientific article published in August 2007

Predicting spike activity in neuronal cultures.

scientific article published on 6 July 2007

Predictive Graph Mining

ProbLog2: Probabilistic Logic Programming

scientific article published in 2015

Relational Affordance Learning for Task-Dependent Robot Grasping

scientific article published in 2018

Relational Kernel-Based Grasping with Numerical Features

scientific article published in 2016

Relational Sequence Learning

Relational affordances for multiple-object manipulation

scientific article published on 3 May 2017

Representing dynamic biological networks with multi-scale probabilistic models

scientific article published on 17 January 2019

SMIREP:  Predicting Chemical Activity from SMILES

scientific article (publication date: November 2006)

Semantic and geometric reasoning for robotic grasping: a probabilistic logic approach

scientific article published on 23 August 2018

Simultaneous discovery of cancer subtypes and subtype features by molecular data integration.

scientific article

The MiningZinc Framework for Constraint-Based Itemset Mining

scientific article published in December 2013

Top-down induction of first-order logical decision trees

article

Towards Clausal Discovery for Stream Mining

scientific article published in 2010

kLog: A language for logical and relational learning with kernels

article

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