Abstracts and full texts (password-protected)
Day 1: Tuesday, 3 September 2019
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- 8:30 – 9:00h Registration
- 9:00 – 9:30h Opening
Morning session chair: Filip Zelezny
- 9:30 – 10:00h Tatiana Sciammarella · Gerson Zaverucha.
Weight your words: the effect of different weighting schemes on Wordification performance - 10:00 – 10:30h Andrew Cropper · Sophie Tourret
Logical reduction of metarules - 10:30 – 11:00h Coffee break
- 11:00 – 11:30h Andrew Cropper · Richard Evans · Mark Law.
Inductive general game playing - 11:30 – 12:00h S.H. Muggleton · C. Hocquette.
Machine Discovery of Comprehensible Strategies for Simple Games using Meta-Interpretive Learning. (New Generation Computing) - 12:00 – 12:30h Andrew Cropper.
Playgol: learning programs through play. (IJCAI 2019).
- 12:30 – 14:00h Lunch
Afternoon session chair: Can Erten
- 14:00 – 14:20h Sirawit Sopchoke · Ken-ichi Fukui · Masayuki Numao.
ILP Recommender System: Explainable and More - 14:20 – 14:40h N. Qomariyah · D Kazakov · H Petrie.
Pairwise Comparisons in a Logic-Based Recommender System - 14:40 – 15:10h Eyad Algahtani · Dimitar Kazakov.
CONNER: A Concurrent ILP Learner in Description Logic - 15:10 – 15:30h TBC
15:30 – 16:00h Coffee break
- 16:00 – 16:20h Francesco Giannini · Giuseppe Marra · Michelangelo Diligenti · Marco Maggini · Marco Gori.
On the relation between Loss Functions and T-Norms - 16:20 – 16:40h Navdeep Kaur · Gautam Kunapuli · Saket Joshi · Kristian Kersting · Sriraam Natarajan.
Neural Networks for Relational Data - 16:40 – 17:00h Abeer Dyoub · Stefania Costantini · Francesca Alessandra Lisi.
Towards an ILP Application in Machine Ethics - 17:00 – 17:20h Nikos Katzouris.
Learning to Detect Complex Events with Expert Advice - 17:20 – 17:40h Fakher Raza · Dimitar Kazakov.
Using ILP to Detect Anomalies in Pipelines
- 17:40 – 18:20h Leasure time.
- 18:15 – 19:20h A visit to and a guided tour of the Trakart cultural centre/museum. Meet at the Ramada Hotel entrance at 18:15h and set off on foot. (Distance: 450m, 6 min walk, see map.) Alternatively, wait in front of the Centre at 18:30h.
- 19:30 – 21:30h Poster session and welcome reception at the Trimontium Hotel.
Day 2: Wednesday, 4 September 2019
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- 9:00 – 9:30h Registration
- 9:30 – 10:30h Keynote: Atanas Kiryakov (CEO, Ontotext) · Svetla Boycheva (Ontotext).
Knowledge Graphs and ILP
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- 10:30 – 11:00h Coffee break
Morning session chair: Fabrizio Riguzzi
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- 11:00 – 11:30h Yingbing Hua · Björn Hein.
Rapid Restart Hill Climbing for Learning Description Logic Concepts - 11:30 – 11:50h Vitor Santos Costa · Ines Dutra · Rui Camacho · Nuno Fonseca.
On Using Constraint Programming To Search for Better Theories - 11:50 – 12:10h Yin Jun Phua · Katsumi Inoue.
Learning Logic Programs from Noisy State Transition Data - 12:10 – 12:30h Can Erten · Eyad Algahtani · Ian Fairlamb · Eduardo Garcia-Padilla · Jason Lynam · Suresh Manandhar · John Slattery and Dimitar Kazakov.
Unsupervised Learning of Functional Groups for Computational Chemistry
- 11:00 – 11:30h Yingbing Hua · Björn Hein.
- 12:30 – 14:00h Lunch
Afternoon session chair: TBC
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- 14:00 – 14:30h Jonas Schouterden · Hendrik Blockeel · Jesse Davis.
LazyBum: Decision tree learning using lazy propositionalization - 14:30 – 15:00h Hien Nguyen · Chiaki Sakama.
A New Algorithm for Computing Least Generalization of a Set of Atoms - 15:00 – 15:30h Fabrizio Riguzzi · Elena Bellodi · Riccardo Zese · Marco Alberti · Evelina Lamma.
Probabilistic Inductive Constraint Logic - 15:30 – 16:00h Stefanie Speichert · Vaishak Belle.
Learning Probabilistic Logic Programs over Continuous Data
- 14:00 – 14:30h Jonas Schouterden · Hendrik Blockeel · Jesse Davis.
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- 16:00 – 16:30h Coffee break
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- 16:30 – 18:00 Business meeting
- 18:00 – 18:30 Leasure time
- 18:30 – 20:00 Guided pedestrian tour (starts at Ramada Hotel – incl. Old Town – ends at the conference dinner venue).
- 20:00 – 23:30h Conference dinner (Restaurant Gastronom)
Day 3: Thursday, 5 September 2019
Morning session chair: TBC
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- 9:00 – 9:30h Andrew Cropper · Rolf Morel · Stephen Muggleton
Learning Higher-Order logic Programs - 9:30 – 10:00h Rolf Morel · Andrew Cropper · C.-H. Luke Ong.
Typed meta-interpretive learning of logic programs. (JELIA 2019) - 10:00 – 10:20h Sandor Bartha · James Cheney.
Towards meta-interpretive learning of programming language semantics - 10:20 – 10:40h Stassa Patsantzis and Stephen Muggleton.
Louise: A Meta-Interpretive Learner for Efficient Multi-clause Learning of Logic Programs. - 10:20 – 10:40h Ashwin Srinivasan · Lovekesh Vig · Gautam Shroff
Constructing Generative Logical Models for Optimisation Problems using Domain Knowledge
- 9:00 – 9:30h Andrew Cropper · Rolf Morel · Stephen Muggleton
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- 10:20- 11:00h Coffee break
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- 11:00- 12:00h Keynote 2: Preslav Nakov
Detecting “fake news” before it was even written [link]
- 11:00- 12:00h Keynote 2: Preslav Nakov
Afternoon session chair: TBC
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- 12:00 – 12:20h Shun Sasaki · Rayo Hatano · Hayato Ohwada · Hiroyuki Nishiyama.
Estimating Productivity of Dairy Cows by Inductive Logic Programming - 12:20 – 12:40h V. Sarangi, E. Algahtani, D. Kazakov and A. Pelah.
Explainable AI for Clinical Gait Analysis: Developing Diagnostics with Inductive Logic Programming - 12:40 – 13:00h Closing of Main Conference
- 12:00 – 12:20h Shun Sasaki · Rayo Hatano · Hayato Ohwada · Hiroyuki Nishiyama.
- 13:00 – 14:30h Lunch
- 14:30h Leasure time (more info to follow.)
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