Frederik Janssen
According to our database1,
Frederik Janssen
authored at least 30 papers
between 2006 and 2017.
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Bibliography
2017
Semantic Abstraction for generalization of tweet classification: An evaluation of incident-related tweets.
Semantic Web, 2017
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017
Evaluation of Different Heuristics for Accommodating Asymmetric Loss Functions in Regression.
Proceedings of the Discovery Science - 20th International Conference, 2017
2016
Learning rules for multi-label classification: a stacking and a separate-and-conquer approach.
Mach. Learn., 2016
Smarticipation: intelligent personal guidance of human behavior utilizing anticipatory models.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016
Proceedings of the Discovery Science - 19th International Conference, 2016
Proceedings of the Discovery Science - 19th International Conference, 2016
Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype.
Proceedings of the Discovery Science - 19th International Conference, 2016
2015
On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application.
Proceedings of the LWA 2015 Workshops: KDML, 2015
Accurate pollutant modeling and mapping: Applying machine learning to participatory sensing and urban topology data.
Proceedings of the 2015 International Conference and Workshops on Networked Systems, 2015
Proceedings of the Ninth International Conference on Web and Social Media, 2015
Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015
2014
What Is Good for One City May Not Be Good for Another One: Evaluating Generalization for Tweet Classification Based on Semantic Abstraction.
Proceedings of the Fifth Workshop on Semantics for Smarter Cities a Workshop at the 13th International Semantic Web Conference (ISWC 2014), 2014
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2014
Proceedings of the 16th LWA Workshops: KDML, 2014
Proceedings of the Discovery Science - 17th International Conference, 2014
2013
Towards Multilabel Rule Learning.
Proceedings of the LWA 2013. Lernen, 2013
Using Data Mining on Linked Open Data for Analyzing E-Procurement Information - A Machine Learning approach to the Linked Data Mining Challenge 2013.
Proceedings of the International Workshop on Data Mining on Linked Data, 2013
2012
Proceedings of the 7th International Workshop on Ontology Matching, 2012
Proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, 2012
2011
Proceedings of the IJCAI 2011, 2011
2010
2009
Proceedings of the SIAM International Conference on Data Mining, 2009
2008
An Empirical Investigation of the Trade-Off between Consistency and Coverage in Rule Learning Heuristics.
Proceedings of the Discovery Science, 11th International Conference, 2008
2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
2006
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006