Talks

Invited Talks

  • Beyond the Smell of Fear: Data Mining for Atmospheric Chemistry - University of Waikato (2016)
  • Cinema Data Mining: The Smell of Fear - RMIT University (2016)
  • Cinema Data Mining: The Smell of Fear - University of Waikato (2015)
  • enviPath – database and prediction system for the microbial biotransformation of organic environmental contaminants - Biochemical Pathways and Large Scale Metabolic Networks, Swiss Institute for Bioinformatic (2016)
  • enviPath – Technical Aspects and New Data - enviPath Workshop (2015)
  • Large Classifier Systems in Bio- and Cheminformatics - University of Waikato (2014)
  • Machine Learning in Biodegradation Pathway Prediction - RMIT University (2016)
  • NGE-PPS: The Next-Generation Biotransformation Pathway Prediction System - ATHENE Workshop (2014)
  • SINDBAD and SiQL: an Inductive Database and Query Language in the Relational Model - Institut Jožef Stefan (2009)
  • Using Classifier Systems in Biodegradation Pathway Prediction and Predictive Toxicology - Lhasa Ltd. (2014)

Conference Talks

  • A Nonlinear Label Compression and Transformation Method for Multi-Label Classification using Autoencoder - PAKDD (2016)
  • Cinema Data Mining: The Smell of Fear - KDD (2015)
  • Machine Learning and Data Mining Approaches to Biodegradation Pathway Prediction - International Workshop on the Induction of Process Model at ECML/PKDD (2008)
  • Multi-Label Classification Using Boolean Matrix Decomposition - ACM SAC Data Mining Track (2012)
  • Predicting Biodegradation Products and Pathways: A Hybrid Knowledge-Based and Machine Learning-Based Approach - TransCon (2010)
  • SINDBAD SAILS: A Service Architecture for Inductive Learning Schemes - First Workshop on Third Generation Data Mining: Towards Service-Oriented Knowledge Discovery (2008)
  • The best Privacy Defence is a good Provacy Offence – Obfuscating a Serch Engine User’s Profile - ECML/PKDD (2017)

Demos

  • An Inductive Database and Query Language in the Relational Model - EDBT (2008)
  • BMaD – A Boolean Matrix Decomposition Framework - ECML/PKDD (2014)
  • Scavenger – A Framework for the Efficient Evaluation of Dynamic and Modular Algorithms - ECML/PKDD (2015)
  • SINDBAD and SiQL: An Inductive Database and Query Language in the Relational Model - ECML/PKDD (2008)

Posters

  • Advanced Multi-Label Classification Methods for the Prediction of ToxCast Endpoints - OpenTox Euro Meeting (2013)
  • An extensive Multi-Label Analysis of the ToxCast Data Set - OpenTox Euro Meeting (2011)
  • An Extensive Multi-Label Analysis of the ToxCast Data Set - European Symposium on Quantitative Structure-Activity Relationship (2010)
  • Extending the Prediction of the Environmental Fate of Chemicals Using REST Webservices - OpenTox Euro Meeting (2013)
  • Multi-Relational Learning by Boolean Matrix Factorization and Multi-Label Classification - International Conference on Inductive Logic Programming (2011)