Talks

 
Conferences

2016

A Nonlinear Label Compression and Transformation Method for Multi-Label Classification using Autoencoders
PAKDD

2016

Cinema Data Mining: The Smell of Fear
KDD

2012

Multi-Label Classification using Boolean Matrix Decomposition
ACM SAC Data Mining Track

2010

Predicting Biodegradation Products and Pathways: A Hybrid Knowledge-Based and Machine Learning Based Approach
TransCon
Workshops

2008

Machine learning and data mining approaches to biodegradation pathway prediction
International Workshop on the Induction of Process Models at ECML PKDD

2008

SINDBAD SAILS: A service architecture for inductive learning schemes
First Workshop on Third Generation Data Mining: Towards Service-Oriented Knowledge Discovery
Invited Talks

2016

Cinema Data Mining: The Smell of Fear
RMIT University

2016

Machine Learning in Biodegradation Pathway Prediction
RMIT University

2016

Beyond the Smell of Fear: Data Mining for Atmospheric Chemistry
University of Waikato

2015

Cinema Data Mining: The Smell of Fear
University of Waikato

2014

Large Classifier Systems in Bio- and Cheminformatics
University of Waikato

2014

NGE-PPS: The Next-Generation Biotransformation Pathway Prediction System
Athene Workshop

2009

SINDBAD and SiQL: an Inductive Database and Query Language in the Relational Model
Institut Jožef Stefan
Posters

2015

Cinema Data Mining: The Smell of Fear
KDD

Jörg Wicker, Nicolas Krauter, Bettina Derstorff, Christof Stönner, Efstratios Bourtsoukidis, Thomas Klüpfel, Jonathan Williams, and Stefan Kramer

2013

Advanced Multi-Label Classification Methods for the Prediction of ToxCast End points
OpenTox Euro Meeting

Jörg Wicker and Stefan Kramer

2013

Extending the prediction of the environmental fate of chemicals using REST webservices
OpenTox Euro Meeting

Jörg Wicker, Tim Lorsbach, Andrey Tyukin, Kathrin Fenner, and Stefan Kramer

2011

Multi-Relational Learning by Boolean Matrix Factorization and Multi-Label Classification
ILP

Jörg Wicker, Sebastian Lehnerer, and Stefan Kramer

2011

An Extensive Multi-Label Analysis of the ToxCast Data Set
OpenTox Euro Meeting

Jörg Wicker, Julian Lemke, and Stefan Kramer

2010

An Extensive Multi-Label Analysis of the ToxCast Data Set
18th European Symposium on Quantitative Structure-Activity Relationships

Jörg Wicker and Stefan Kramer

Demos

2015

Scavenger - A Framework for the Efficient Evaluation of Dynamic and Modular Algorithms
European Conference on Machine Learning and Principles and Practice of Knowedge Discovery in Databases

2014

BMaD - A Boolean Matrix Decomposition Framework
European Conference on Machine Learning and Principles and Practice of Knowedge Discovery in Databases

2008

SINDBAD and SiQL: An inductive database and query language in the relational model
European Conference on Machine Learning and Principles and Practice of Knowedge Discovery in Databases

2008

An inductive database and query language in the relational model
11th International Conference on Extending Database Technology: Advances in database technology