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1

kProbLog: an algebraic Prolog for machine learning

Orsini, Francesco, Frasconi, Paolo, De Raedt, Luc

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 936 KB

english, 2017

2

Inductive Logic Programming: Theory and methods

Stephen Muggleton, Luc de Raedt

Journal:

The Journal of Logic Programming

Year:

1994

Language:

english

File:

PDF, 3.78 MB

english, 1994

3

Relational Reinforcement Learning

Sašo Džeroski, Luc De Raedt, Kurt Driessens

Journal:

Machine Learning

Year:

2001

Language:

english

File:

PDF, 367 KB

english, 2001

4

[Lecture Notes in Computer Science] Machine Learning: ECML 2001 Volume 2167 || A Reinforcement Learning Algorithm Applied to Simplified Two-Player Texas Hold’em Poker

De Raedt, Luc, Flach, Peter

Year:

2001

Language:

english

File:

PDF, 226 KB

english, 2001

5

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

Hendrik Blockeel, Karsten Borgwardt, Luc De Raedt, Pedro Domingos, Kristian Kersting, Xifeng Yan

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 151 KB

english, 2011

6

[Lecture Notes in Computer Science] Machine Learning: ECML 2001 Volume 2167 || Estimating the Predictive Accuracy of a Classifier

De Raedt, Luc, Flach, Peter

Year:

2001

Language:

english

File:

PDF, 121 KB

english, 2001

7

ILP turns 20

Stephen Muggleton, Luc De Raedt, David Poole, Ivan Bratko, Peter Flach, Katsumi Inoue, Ashwin Srinivasan

Journal:

Machine Learning

Year:

2012

Language:

english

File:

PDF, 640 KB

english, 2012

8

Interactive concept-learning and constructive induction by analogy

Raedt, Luc, Bruynooghe, Maurice

Journal:

Machine Learning

Year:

1992

Language:

english

File:

PDF, 2.40 MB

english, 1992

9

[Lecture Notes in Computer Science] Machine Learning: ECML-94 Volume 784 || Estimating attributes: Analysis and extensions of RELIEF

Bergadano, Francesco, Raedt, Luc

Year:

1994

Language:

english

File:

PDF, 538 KB

english, 1994

10

Belief updating from integrity constraints and queries

Luc De Raedt, Maurice Bruynooghe

Journal:

Artificial Intelligence

Year:

1992

Language:

english

File:

PDF, 962 KB

english, 1992

11

Iterative versionspaces

Gunther Sablon, Luc De Raedt, Maurice Bruynooghe

Journal:

Artificial Intelligence

Year:

1994

Language:

english

File:

PDF, 900 KB

english, 1994

12

First-order jk-clausal theories are PAC-learnable

Luc De Raedt, Sašo Džeroski

Journal:

Artificial Intelligence

Year:

1994

Language:

english

File:

PDF, 967 KB

english, 1994

13

An experimental evaluation of simplicity in rule learning

Ulrich Rückert, Luc De Raedt

Journal:

Artificial Intelligence

Year:

2008

Language:

english

File:

PDF, 136 KB

english, 2008

14

Itemset mining: A constraint programming perspective

Tias Guns, Siegfried Nijssen, Luc De Raedt

Journal:

Artificial Intelligence

Year:

2011

Language:

english

File:

PDF, 1023 KB

english, 2011

15

Logical settings for concept-learning

Journal:

Artificial Intelligence

Year:

1997

Language:

english

File:

PDF, 1.08 MB

english, 1997

16

Top-down induction of first-order logical decision trees

Hendrik Blockeel, Luc De Raedt

Journal:

Artificial Intelligence

Year:

1998

Language:

english

File:

PDF, 895 KB

english, 1998

17

Cluster-grouping: from subgroup discovery to clustering

Albrecht Zimmermann, Luc De Raedt

Journal:

Machine Learning

Year:

2009

Language:

english

File:

PDF, 752 KB

english, 2009

18

Fast learning of relational kernels

Niels Landwehr, Andrea Passerini, Luc De Raedt, Paolo Frasconi

Journal:

Machine Learning

Year:

2010

Language:

english

File:

PDF, 2.01 MB

english, 2010

19

Effective feature construction by maximum common subgraph sampling

Leander Schietgat, Fabrizio Costa, Jan Ramon, Luc De Raedt

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 1.74 MB

english, 2011

20

Stochastic relational processes: Efficient inference and

Ingo Thon, Niels Landwehr, Luc De Raedt

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 1.46 MB

english, 2011

21

Clausal Discovery

Luc De Raedt, Luc Dehaspe

Journal:

Machine Learning

Year:

1997

Language:

english

File:

PDF, 638 KB

english, 1997

22

Declarative bias for specific-to-general ILP systems

Ad�, Hilde, Raedt, Luc, Bruynooghe, Maurice

Journal:

Machine Learning

Year:

1995

Language:

english

File:

PDF, 1.95 MB

english, 1995

23

Indirect relevance and bias in inductive concept-learning

Luc De Raedt, Maurice Bruynooghe

Journal:

Knowledge Acquisition

Year:

1990

Language:

english

File:

PDF, 1.62 MB

english, 1990

24

Interactive Concept-Learning and Constructive Induction by Analogy

de Raedt, Luc, Bruynooghe, Maurice

Journal:

Machine Learning

Year:

1992

Language:

english

File:

PDF, 2.49 MB

english, 1992

25

Declarative Bias for Specific-to-General ILP Systems

Adé, Hilde, de Raedt, Luc, Bruynooghe, Maurice

Journal:

Machine Learning

Year:

1995

Language:

english

File:

PDF, 1.90 MB

english, 1995

26

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 2168 || Algorithms for the Construction of Concept Lattices and Their Diagram Graphs

De Raedt, Luc, Siebes, Arno

Year:

2001

Language:

english

File:

PDF, 552 KB

english, 2001

27

Mining closed patterns in relational, graph and network data

Garriga, Gemma C., Khardon, Roni, De Raedt, Luc

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2013

Language:

english

File:

PDF, 440 KB

english, 2013

28

kLog: A language for logical and relational learning with kernels

Frasconi, Paolo, Costa, Fabrizio, De Raedt, Luc, De Grave, Kurt

Journal:

Artificial Intelligence

Year:

2014

Language:

english

File:

PDF, 1.57 MB

english, 2014

29

The Effect of Vagus Nerve Stimulation on CSF Monoamines and the PTZ Seizure Threshold in Dogs

Martlé, Valentine, Raedt, Robrecht, Waelbers, Tim, Smolders, Ilse, Vonck, Kristl, Boon, Paul, Van Ham, Luc, Duchateau, Luc, Bhatti, Sofie

Journal:

Brain Stimulation

Year:

2015

Language:

english

File:

PDF, 448 KB

english, 2015

30

[Lecture Notes in Computer Science] Constraint-Based Mining and Inductive Databases Volume 3848 || The Hows, Whys, and Whens of Constraints in Itemset and Rule Discovery

Boulicaut, Jean-François, De Raedt, Luc, Mannila, Heikki

Year:

2006

Language:

english

File:

PDF, 411 KB

english, 2006

31

Probabilistic (logic) programming concepts

De Raedt, Luc, Kimmig, Angelika

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 924 KB

english, 2015

32

[ACM Press Proceeding of the 18th ACM conference - Hong Kong, China (2009.11.02-2009.11.06)] Proceeding of the 18th ACM conference on Information and knowledge management - CIKM '09 - A query language for analyzing networks

Dries, Anton, Nijssen, Siegfried, De Raedt, Luc

Year:

2009

Language:

english

File:

PDF, 470 KB

english, 2009

33

Probabilistic logic learning

De Raedt, Luc, Kersting, Kristian

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2003

Language:

english

File:

PDF, 1.89 MB

english, 2003

34

MiningZinc: A declarative framework for constraint-based mining

Guns, Tias, Dries, Anton, Nijssen, Siegfried, Tack, Guido, De Raedt, Luc

Journal:

Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 1.40 MB

english, 2015

35

Probabilistic logic programming for hybrid relational domains

Nitti, Davide, De Laet, Tinne, De Raedt, Luc

Journal:

Machine Learning

Year:

2016

Language:

english

File:

PDF, 2.59 MB

english, 2016

36

Flexible constrained sampling with guarantees for pattern mining

Dzyuba, Vladimir, van Leeuwen, Matthijs, De Raedt, Luc

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 1.04 MB

english, 2017

37

Learning constraints in spreadsheets and tabular data

Kolb, Samuel, Paramonov, Sergey, Guns, Tias, De Raedt, Luc

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 1.47 MB

english, 2017

38

Relational data factorization

Paramonov, Sergey, van Leeuwen, Matthijs, De Raedt, Luc

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 2.29 MB

english, 2017

39

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

Antanas, Laura, Moreno, Plinio, Neumann, Marion, de Figueiredo, Rui Pimentel, Kersting, Kristian, Santos-Victor, José, De Raedt, Luc

Journal:

Autonomous Robots

Year:

2018

Language:

english

File:

PDF, 3.38 MB

english, 2018

40

Predictive spreadsheet autocompletion with constraints

Kolb, Samuel, Teso, Stefano, Dries, Anton, De Raedt, Luc

Journal:

Machine Learning

Year:

2019

Language:

english

File:

PDF, 714 KB

english, 2019

41

Predictive spreadsheet autocompletion with constraints

Kolb, Samuel, Teso, Stefano, Dries, Anton, De Raedt, Luc

Journal:

Machine Learning

Year:

2019

File:

PDF, 714 KB

2019

42

Data Mining and Machine Learning Techniques for the Identification of Mutagenicity Inducing Substructures and Structure—Activity Relationships of Noncongeneric Compounds.

Christoph Helma, Tobias Cramer, Stefan Kramer, Luc De Raedt

Journal:

Year:

2004

File:

PDF, 17 KB

2004

43

Deriving distance metrics from generality relations

Luc De Raedt, Jan Ramon

Journal:

Pattern Recognition Letters

Year:

2009

Language:

english

File:

PDF, 215 KB

english, 2009

44

High Frequency Deep Brain Stimulation in the Hippocampus Modifies Seizure Characteristics in Kindled Rats

Tine Wyckhuys, Tim De Smedt, Pieter Claeys, Robrecht Raedt, Liesbeth Waterschoot, Kristl Vonck, Caroline Van den Broecke, Cyriel Mabilde, Luc Leybaert, Wytse Wadman, Paul Boon

Journal:

Year:

2007

Language:

english

File:

PDF, 2.77 MB

english, 2007

45

Scaling Up Inductive Logic Programming by Learning from Interpretations

Hendrik Blockeel, Luc De Raedt, Nico Jacobs, Bart Demoen

Journal:

Data Mining and Knowledge Discovery

Year:

1999

Language:

english

File:

PDF, 177 KB

english, 1999

46

Multiple Predicate Learning in Two Inductive Logic Programming Settings

RAEDT, LUC DE, LAVRAČ, NADA

Journal:

Logic Journal of IGPL

Year:

1996

Language:

english

File:

PDF, 1.49 MB

english, 1996

47

Ranking neurons for mining structure-activity relations in biological neural networks: NeuronRank

Tayfun Gürel, Luc De Raedt, Stefan Rotter

Journal:

Year:

2007

Language:

english

File:

PDF, 219 KB

english, 2007

48

Predicting spike activity in neuronal cultures

Tayfun Gürel, Ulrich Egert, Steffen Kandler, Luc De Raedt, Stefan Rotter

Journal:

BMC Neuroscience

Year:

2007

Language:

english

File:

PDF, 168 KB

english, 2007

49

Biventricular assist for severe acute rheumatic pancarditis

Bram J. Amsel, Herbert De Raedt, Inez E. Rodrigus, Luc Haenen, Patrick Druwé, Anne Vorlat, Cecile G. Colpaert, Adrian C. Moulijn

Journal:

The Annals of Thoracic Surgery

Year:

1996

Language:

english

File:

PDF, 357 KB

english, 1996

50

[Lecture Notes in Computer Science] Principles of Data Mining and Knowledge Discovery Volume 2168 || Pattern Extraction for Time Series Classification

De Raedt, Luc, Siebes, Arno

Year:

2001

Language:

english

File:

PDF, 209 KB

english, 2001