Program

Welcome coffee & networking

An aggregate learning approach for interpretable semi-supervised population prediction and disaggregation using ancillary data - Supervised and semi-supervised learning

Set-Valued Prediction in Multi-Class Classification - Supervised and semi-supervised learning

Calibrated Multi-Probabilistic Prediction as a Defense against Adversarial Attacks - Supervised and semi-supervised learning

Machine learning methods for ordinal classification with additional relative information - Supervised and semi-supervised learning

BNVKI Assembly

Coffee Break

Keynote in Halle Vitrée

Lunch Break / KION meeting in Merlot room

A boxology of hybrid learning & reasoning systems - Knowledge Representation & Hybrid AI

Learning Optimal Classification Trees Using a Binary Linear Program Formulation - Knowledge Representation & Hybrid AI

SOGrouner: Modelling and Solving Second-Order Logic (Extended Abstract) - Knowledge Representation & Hybrid AI

An Interactive Knowledge Base Application for Group Assignment - Knowledge Presentation & AI Hybrid

PARCo: a Knowledge-Based Agent for Context-Sensitive Reasoning and Decision-Making Regarding Privacy - Knowledge Representation & Hybrid AI

Coffee Break

Can you fool the A.I.? Investigating people's attitude towards A.I. with a smart photo booth - Explainability

Explainable Robotics applied to bipedal walking gait development - Explainability

Visualising the Training Process of Convolutional Neural Networks for Non-Experts - Explainability

Prizes and Reception

Closing

Welcome coffee & networking

Synthesizing Personality-Dependent BodyPostures Using Generative Adversarial Networks - Generative & Creative AI

Latent space exploration using generative kernel PCA - Generative & Creative AI

Modelling Mutually Interactive Fictional Character Conversational Agents -Generative & Creative AI

Learning Hierarchical Spectral Representations of Human Speech with the Information Dynamics of Thinking - Generative & Creative AI

Crafting Conversational Agents’ Personality in a User-centric Context - Generative & Creative AI

A Generative Policy Gradient Approach for Learning to Play Text-Based Adventure Games - Generative & Creative AI

BNVKI Assembly in Halle Vitrée

Coffee Break

Keynote in Halle Vitrée

Lunch Break / KION meeting in Merlot room

Conditional Network Embeddings - Data & Network Mining

Adversarial perturbations for joint entity and relation extraction - Data & Network Mining

Towards deterministic diverse subset sampling - Data & Network Mining

SubSect — An Interactive Itemset Visualization - Data & Network Mining

Coffee Break

Simulated Annealing as an Optimization Algorithm in the Automatic Modular Design of Robot Swarms

Runtime Revision of Norms and Sanctions based on Agent Preferences (Extended Abstract)

Comparison of different exploration schemes in the automatic modular design of robot swarms

Prizes and Reception

Closing

Welcome coffee & networking

Training a Speech-to-Text Model for Dutch on the Corpus Gesproken Nederlands - Natural Language

Question Similarity in Community Question Answering: A Systematic Exploration of Preprocessing Methods and Models - Natural Language

Explaining lexical processing times with cognitively plausible computational models - Natural Language

Target-Based Sentiment Analysis as a Sequence-Tagging Task - Natural Language

BNVKI Assembly in Halle Vitrée

Coffee Break

Keynote in Halle Vitrée

Lunch Break / KION meeting in Merlot room

Deep Quality-Value Learning - Deep Learning & Reinforcement Learning

Bayesian Reinforcement Learning in Factored POMDPs - Deep Learning & Reinforcement Learning

HTMRL: Biologically Plausible Reinforcement Learning with Hierarchical Temporal Memory - Deem Learning & Reinforcement Learning

Unconstrained Monotic Neural Networks - Deep Learning & Reinforcement Learning

Coffee break

Iterative Model-based Transfer in Deep Reinforcement Learning - Best Student Papers

Continuous Exploitative Measurement Trajectories Using Bayesian Optimisation - Best Student Papers

A Context Aware Deep Learning Architecture for Object Detection - Best Student Papers

Privacy Preserving Reinforcement Learning over Distributed Datasets - Best Student Papers

Formalization and Improvement of Ambulance Dispatching in Brabant-Zuidoost - Best Student Papers

Automated Artemia detection and length measurement using deep convolutional networks - Best Student Papers

Prizes and Reception

Closing

Welcome coffee & networking

Computer Aided Detection & Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications - Machine Learning for Bioinformatics & Life Science

Investigating Time Series Classification Techniques for Rapid Pathogen Identification with Single-Cell MALDI-TOF Mass Spectrum Data - Machine Learning for Bioinformatics & Life Science

ExCAPE-DB: an integrated large scale dataset facilitating Big Data analysis in chemogenomics - Machine Learning for Bioinformatics & Life Science

Nonlinear Causality Inference in Microarray Time Series - Machine Learning for Bioinformatics & Life Science

A comprehensive study of early sepsis detection models based on multivariate medical time series - Machine Learning for Bioinformatics & Life Science

BNVKI Assembly in Halle Vitrée

Coffee break

Keynote in Halle Vitrée

Lunch break / KION meeting in Merlot room

Privacy Norms in Online Social Networks - Agents and Multi-Agents Systems

What are We Measuring Anyway? A Literature Survey of Questionnaires Used in Studies Reported in the Intelligent Virtual Agent Conferences - Agents and Multi-Agents Systems

Improving Zero-Intelligence Plus for Call Markets - Agents and Multi-Agents Systems

Coffee break

Prizes and Reception

Closing

Welcome coffee & networking

Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics - Reinforcement Learning

Action Learning and Grounding in Simulated Human-Robot Interactions - Reinforcement Learning

A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy (Extended Abstract) - Reinforcement Learning

Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors - Reinforcement Learning

Maximum Entropy Bayesian Actor Critic - Maximum Entropy Bayesian Actor Critic

Thompson sampling for m-top Exploration - Reinforcement Learning

Distillation of Deep Reinforcement Learning Models using Fuzzy Inference Systems - Reinforcement Learning

BNVKI Assembly in Halle Vitrée

Coffee break

Keynote in Halle Vitrée

Lunch break / KION meeting in Merlot room

Term Based Semantic Clusters for Very Short Text Classification - Supervised & Semi-Supervised Learning, Classification

Revision Classification for Current Events in Dutch Wikipedia using a Long Short-term Memory Network - Supervised & Semi-Supervised Learning, Classification

Reduction methods on multi-label datasets based on Granular Computing - Supervised & Semi-Supervised Learning, Classification

Scientic Machine Learning: Towards Predictive Closed-Form Models - Supervised & Semi-Supervised Learning, Classification

Towards Automated Grading of UML ClassDiagrams with Machine Learning - Supervised & Semi-Supervised Learning, Classification

Hierarchical Classification of Transposable Elements - Supervised & Semi-Supervised Learning, Classification

Coffee break

Adversarial Variational Optimization of Non-Differentiable Simulators - Deep Learning

A Systematic Analysis of a Context Aware Deep Learning Architecture for Object Detection - Deep Learning

Thesis abstract: A Scalable Logo Recognition Model with Deep Meta-Learning - Deep Learning

Deep Learning Applied to Sign Language - Deep Learning

Prizes and reception

Closing