| Vol-3032 urn:nbn:de:0074-3032-3 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# SEDAMI 2021
International Workshop on Semantic Data Mining

### Proceedings of the Workshop on Semantic Data Mining (SEDAMI) 2021
co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

### Montreal-themed virtual reality, August 20, 2021 (Virtual Workshop).

Edited by

### Martin Atzmueller *
Grzegorz J. Nalepa **
Szymon Bobek **
Nada Lavrac ***

* Osnabrück University, Germany
** Jagiellonian University, Poland
*** Jozef Stefan Institute, Slovenia

## Table of Contents

- Semantic Data Mining: A Brief Outline 1-5
  Martin Atzmueller, Grzegorz J. Nalepa, Szymon Bobek, Nada Lavrac
  Summary: This volume contains 6 papers. There were 7 papers submitted for peer-review to this workshop.
  Out of these, 5 papers were accepted for this volume, i.e., 5 as regular papers.
  In addition, there is one introductory paper to the workshop topic -- as an extended preface --
  with a brief outline on semantic data mining.

### Foundations

- Meta-Interpretive Learning meets Neural Networks 6-15
  Victor Guimaraes, Vitor Costa,
- Towards Explainable Relational Boosting via Propositionalization 16-27
  Blaz Skrlj, Nada Lavrac
- Declarative Knowledge Discovery in Databases via Meta-Learning - Towards Advanced Analytics 28-39
  Dietmar Seipel, Martin Atzmueller

### Modeling & Application

- Interpretable Knowledge Mining for Heart Failure Prognosis Risk Evaluation 40-52
  Shaobo Wang, Guangliang Liu, Wenyan Zhu, Zengtao Jiao, Haichen Lv, Jun Yan, Yunlong Xia
- Knowledge-Augmented Induction of Complex Networks on Supply-Demand-Material Data 53-64
  Dan Hudson, Leonid Schwenke, Stefan Bloemheuvel, Arnab Ghosh Chowdhury, Nils Schut, Martin Atzmueller

2021-11-23: submitted by Martin Atzmueller, metadata incl. bibliographic data published under Creative Commons CC0
2021-12-06: published on CEUR-WS.org |valid HTML5|