| Vol-2655 urn:nbn:de:0074-2655-7 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 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).

# STAIRS 2020
European Starting AI Researchers' Symposium 2020

### Proceedings of the 9th European Starting AI Researchers' Symposium 2020
co-located with 24th European Conference on Artificial Intelligence (ECAI 2020)

### Santiago Compostela, Spain, August, 2020.

Edited by

### Sebastian Rudolph *
Goreti Marreiros **

* TU Dresden, Germany
**ISEP-GECAD, Portugal

## Table of Contents

- Preface

- A Machine Learning Approach to Boredom Detection using Smartphone's Sensors
  Bruno Fernandes, Carlos Campos, José Neves, Cesar Analide
- Modelling an Intelligent Tutoring System based on Supervised Behaviour Biometrics
  Dalila Durães, Manuel Rodrigues, Paulo Novais
- Cost-Based Budget Active Learning for Deep Learning
  Patrick Gikunda, Nicolas Jouandeau
- Aplying LSTM Networks to Predict Multi-drug Resistance Using Binary Multivariate Clinical Sequences
  Sergio Martínez-Agüero, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Antonio García-Marqués, Cristina Soguero-Ruiz
- Adaptive Multi-model Approaches to Pattern Set Mining
  Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli
- Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines
  Giancarlo Fissore, Yufei Han, Aurélien Decelle, Cyril Furtlehner
- Robust Decision Tree Induction from Unreliable Data Sources
  Christian Schreckenberger, Christian Bartelt, Heiner Stuckenschmidt
- Multi-Output Associative Memory for Content Addressable Information Retrieval
  Sidharth Anupkrishnan, Arjun Sharma
- Towards Traceability of Decision-making in Intelligent Context-based Adaptive System Environments
  Mandy Goram, Dirk Veiel
- Defining Argumentation Semantics under a Claim-centric View
  Anna Rapberger
- Towards an Explainable Argumentation-based Agent
  Mariela Morveli Espinoza, Cesar Augusto Tacla
- Towards Multi-Robot Task-Motion Planning for Navigation in Belief Space
  Antony Thomas, Fulvio Mastrogiovanni, Marco Baglietto
- Stability in Minimization-Based Altruistic Hedonic Games
  Alessandra Wiechers, Jörg Rothe
- Goal-constrained planning domain model verification of safety properties
  Anas Shrinah, Kerstin Eder
- The art painting style Classifier based on Logic Aggregators and qualitative colour Descriptors (C-LAD)
  Vicent Costa
- Visual-Semantic Embedding Model Informed by Structured Knowledge
  Mirantha Jayathilaka, Tingting Mu, Uli Sattler
- Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving
  Vasiliki Kondyli, Mehul Bhatt, Jakob Suchan
- Towards deep learning reliable gender estimation from dental panoramic radiographs
  Nicolás Vila Blanco, Raquel Rodríguez Vilas, María José Carreira Nouche, Inmaculada Tomás Carmona
- Towards Human-Based Models of Behaviour in Social Robots: Exploring Age-Related Differences in the Processing of Gaze Cues in Human-Robot Interaction
  Lucas Morillo-Méndez, Oscar Martinez Mozos
- Structural Onomatologic for Username Generation: A Partial Account
  Francisco Supino Marcondes, Jose Joao Almeida, Paulo Novais

2020-08-15: submitted by Goreti Marreiros, metadata incl. bibliographic data published under Creative Commons CC0
2020-08-26: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|