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Number of items: 47.

Meurisch, Christian and Gogel, Artur and Schmidt, Benedikt and Nolle, Timo and Janssen, Frederik and Schweizer, Immanuel and Mühlhäuser, Max :
Capturing Daily Student Life by Recognizing Complex Activities Using Smartphones.
14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous) ACM
[Conference or Workshop Item] , (2017)

Kauschke, Sebastian and Fürnkranz, Johannes and Janssen, Frederik :
Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype.
Discovery Science - 19th International Conference, DS 2016, Bari, Italy, October 19-21, 2016, Proceedings Springer , Cham
[Conference or Workshop Item] , (2016)

Meurisch, Christian and Naeem, Usman and Azam, Muhammad Awais and Janssen, Frederik and Schmidt, Benedikt and Mühlhäuser, Max :
Smarticipation2016: First Workshop on Intelligent Personal Guidance of Human Behavior Utilizing Anticipatory Models.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp'16): Adjunct Publication ACM
[Conference or Workshop Item] , (2016)

Zilke, Jan Ruben and Loza Mencía, Eneldo and Janssen, Frederik :
DeepRED - Rule Extraction from Deep Neural Networks.
Discovery Science 19th International Conference, DS 2016, Bari, Italy, October 19–21, 2016, Proceedings
[Conference or Workshop Item] , (2016)

Loza Mencía, Eneldo and Janssen, Frederik :
Learning rules for multi-label classification: a stacking and a separate-and-conquer approach.
In: Machine Learning, 105 (1) p. 77.
[Article] , (2016)

Kauschke, Sebastian and Janssen, Frederik and Schweizer, Immanuel :
On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application.
In: KDML: Workshop on Knowledge Discovery, Data Mining and Machine Learning, Trier. In: Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB
[Conference or Workshop Item] , (2015)

Kauschke, Sebastian and Janssen, Frederik and Schweizer, Immanuel :
Advances in Predictive Maintenance for a Railway Scenario - Project Techlok.
[Online-Edition: http://www.ke.tu-darmstadt.de/bibtex/publications/show/2690]

[Report] , (2015)

Schulz, Axel and Janssen, Frederik and Ristoski, Petar and Fürnkranz, Johannes :
Event-Based Clustering for Reducing Labeling Costs of Event-Related Microposts.
[Online-Edition: http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/1...]
In: Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM2015). AAAI Press
[Conference or Workshop Item] , (2015)

Schulz, Axel and Karolus, Jakob and Janssen, Frederik and Schweizer, Immanuel :
Accurate Pollutant Modeling and Mapping: Applying Machine Learning to Participatory Sensing and Urban Topology Data.
[Online-Edition: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7089079...]
In: Proceedings of the International Conference on Networked Systems (NetSys2015). IEEE
[Conference or Workshop Item] , (2015)

Schulz, Axel and Karolus, Jakob and Janssen, Frederik and Schweizer, Immanuel :
Accurate Pollutant Modeling and Mapping: Applying Machine Learning to Participatory Sensing and Urban Topology Data.
[Online-Edition: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7089079]
In: International Conference on Networked Systems (NetSys).
[Conference or Workshop Item] , (2015)

Schulz, Axel and Ristoski, Petar and Fürnkranz, Johannes and Janssen, Frederik :
Event-Based Clustering for Reducing Labeling Costs of Incident-Related Microposts.
In: Proceedings of the 2nd International Workshop on Mining Urban Data co-located with the 32nd International Conference on Machine Learning, July, 11th. CEUR workshop proceedings
[Conference or Workshop Item] , (2015)

Paulheim, Heiko and Schulz, Axel and Janssen, Frederik and Ristoski, Petar and Schweizer, Immanuel
Ege, Börteçin and Humm, Bernhard and Reibold, Anatol (eds.) :

Intelligente Datenauswertung mit Linked Open Data.
[Online-Edition: http://www.springer.com/us/book/9783642548857]
In: Corporate Semantic Web: Wie semantische Anwendungen in Unternehmen Nutzen stiften. Springer Vieweg, Springer-Verlag Berlin Heidelberg Springer-Verlag Berlin Heidelberg , pp. 187-201. ISBN 978-3642548857
[Book Section] , (2015)

Kauschke, Sebastian and Janssen, Frederik and Schweizer, Immanuel
Bergmann, Ralph and Görg, Sebastian and Müller, Gilbert (eds.) :

On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application.
[Online-Edition: http://ceur-ws.org/Vol-1458/]
In: LWA 2015 conference, October 7-9, 2015, Trier, Germany. In: CEUR Workshop Proceedings , 1458 .
[Conference or Workshop Item] , (2015)

Schulz, Axel and Guckelsberger, Christian and Janssen, Frederik :
Semantic Abstraction for generalization of tweet classification: An evaluation on incident-relatedtweets.
In: Semantic Web 1--21.
[Article] , (2015)

Gabriel, Alexander and Paulheim, Heiko and Janssen, Frederik
Cellier, Peggy and Charnois, Thierry and Hotho, Andreas and Matwin, Stan and Moens, Marie-Francine and Toussaint, Yannick (eds.) :

Learning Semantically Coherent Rules.
[Online-Edition: http://ceur-ws.org/Vol-1202/paper4.pdf]
In: 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 (ECML PKDD 2014), Nancy, France. CEUR Workshop Proceedings , Nancy, France
[Conference or Workshop Item] , (2014)

Stecher, Julius and Janssen, Frederik and Fürnkranz, Johannes
Calders, Toon and Esposito, Floriana and Hüllermeier, Eyke and Meo, Rosa (eds.) :

Separating Rule Refinement and Rule Selection Heuristics in Inductive Rule Learning.
[Online-Edition: http://dx.doi.org/10.1007/978-3-662-44845-8_8]
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 3, Nancy, France. In: Lecture Notes in Computer Science , 8726 . Springer , Nancy, France
[Conference or Workshop Item] , (2014)

Nolle, Timo and Schweizer, Immanuel and Janssen, Frederik :
Data-driven Detection of Congestion-affected Roads.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report] , (2014)

Kauschke, Sebastian and Schweizer, Immanuel and Fiebrig, Michael and Janssen, Frederik
Seidl, Thomas and Hassani, Marwan and Beecks, Christian (eds.) :

Learning to Predict Component Failures in Trains.
[Online-Edition: http://ceur-ws.org/Vol-1226/paper13.pdf]
In: 16th LWA Workshops : KDML, IR and FGWM, September 8 - 10, 2014, Aachen, Germany. In: CEUR workshop proceedings , 1226 . Aachen, Germany
[Conference or Workshop Item] , (2014)

Loza Mencía, Eneldo and Janssen, Frederik
Džeroski, Sašo and Panov, Panče and Kocev, Dragi and Todorovski, Ljupčo (eds.) :

Stacking Label Features for Learning Multilabel Rules.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/ds14stacki...]
In: Discovery Science - 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014, Proceedings. Lecture Notes in Computer Science, 8777. Springer , pp. 192-203. ISBN 978-3-319-11811-6
[Book Section] , (2014)

Schulz, Axel and Janssen, Frederik :
What Is Good for One City May Not Be Good for Another One: Evaluating Generalization for Tweet Classification Based on Semantic Abstraction.
[Online-Edition: http://ceur-ws.org/Vol-1280/paper1.pdf]
In: Proceedings of the Fifth Workshop on Semantics for Smarter Cities (a Workshop at the 13th International Semantic Web Conference (ISWC 2014)).
[Conference or Workshop Item] , (2014)

Schulz, Axel and Janssen, Frederik and Karolus, Jakob and Schweizer, Immanuel :
Creating Noise Pollution Maps Based on User-generated Noise Data.
[Online-Edition: http://aimashup.org/aimashup2013/lib/exe/fetch.php?media=sch...]

[Conference or Workshop Item] , (2013)

Loza Mencía, Eneldo and Janssen, Frederik
Henrich, Andreas and Sperker, Hans-Christian (eds.) :

Towards Multilabel Rule Learning.
[Online-Edition: http://www.minf.uni-bamberg.de/lwa2013/proceedings/proceedin...]
In: Proceedings of the German Workshop on Lernen, Wissen, Adaptivität - LWA2013, Bamberg, Germany. Bamberg, Germany
[Conference or Workshop Item] , (2013)

Loza Mencía, Eneldo and Holthausen, Simon and Schulz, Axel and Janssen, Frederik :
Using Data Mining on Linked Open Data for Analyzing E-Procurement Information.
[Online-Edition: http://ceur-ws.org/Vol-1082/paper4.pdf]
In: Proceedings of the first DMoLD: Data Mining on Linked Data Workshop at ECML/PKDD2013.
[Conference or Workshop Item] , (2013)

Janssen, Frederik :
Heuristic Rule Learning.
[Online-Edition: urn:nbn:de:tuda-tuprints-31352]
TU Darmstadt / Knowledge Engineering , Darmstadt
[Ph.D. Thesis], (2012)

Janssen, Frederik :
Heuristic Rule Learning.
[Online-Edition: http://tuprints.ulb.tu-darmstadt.de/3135/]
TU Darmstadt, Knowledge Engineering Group
[Ph.D. Thesis]

Dang, Thanh Tung and Gabriel, Alexander and Hertling, Sven and Roskosch, Philipp and Wlotzka, Marcel and Zilke, Jan Ruben and Janssen, Frederik and Paulheim, Heiko :
HotMatch results for OEAI 2012.
In: Seventh International Workshop on Ontology Matching (OM 2012).
[Conference or Workshop Item] , (2012)

Janssen, Frederik and Zopf, Markus :
The SeCo-Framework for Rule Learning.
In: Proceedings of the German Workshop on Lernen, Wissen, Adaptivität - LWA2012.
[Conference or Workshop Item] , (2012)

Janssen, Frederik and Fallahi, Faraz and Noessner, Jan and Paulheim, Heiko :
Towards Rule Learning Approaches to Instance-based Ontology Matching.
[Online-Edition: http://www.ke.tu-darmstadt.de/know-a-lod-2012/wp-content/upl...]
In: 1st International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data (Know@LOD).
[Conference or Workshop Item] , (2012)

Janssen, Frederik and Fürnkranz, Johannes :
On the Quest for Optimal Rule Learning Heuristics.
In: Machine Learning, 78 (3) pp. 343-379.
[Article] , (2010)

Janssen, Frederik and Fürnkranz, Johannes :
The SeCo-framework for rule learning.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report] , (2010)

Janssen, Frederik and Fürnkranz, Johannes :
Separate-and-conquer Regression.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/tud-ke-20...]

[Report] , (2010)

Hartmann, Melanie and Janssen, Frederik :
Proceedings of LWA.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/reports/LWA09_Pro...]

[Report] , (2009)

Loza Mencía, Eneldo and Park, Sang-Hyeun and Fürnkranz, Johannes
Benz, Dominik and Janssen, Frederik (eds.) :

Efficient Voting Prediction for Pairwise Multilabel Classification.
[Online-Edition: http://www.ke.tu-darmstadt.de/publications/papers/KDML09.pdf]
Proceedings of the LWA 2009: Lernen - Wissen - Adaption, Workshop Knowledge Discovery, Data Mining and Machine Learning (KDML-09)
[Conference or Workshop Item] , (2009)

Schweizer, Immanuel and Panitzek, Kamill and Park, Sang-Hyeun and Fürnkranz, Johannes
Benz, Dominik and Janssen, Frederik (eds.) :

An Exploitative Monte-Carlo Poker Agent.
Proceedings of the LWA 2009: Lernen -- Wissen -- Adaption, Workshop Knowledge Discovery, Data Mining and Machine Learning (KDML-09)
[Conference or Workshop Item] , (2009)

Janssen, Frederik and Fürnkranz, Johannes
Park, Haesun and Parthasarathy, Srinivasan and Liu, Huan and Obradovic, Zoran (eds.) :

A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
[Online-Edition: http://www.siam.org/proceedings/datamining/2009/dm09_033_jan...]
Proceedings of the SIAM International Conference on Data Mining (SDM-09)
[Conference or Workshop Item] , (2009)

Janssen, Frederik and Fürnkranz, Johannes
Horvath, T. and Boulicaut, J.-F. and Berthold, M. (eds.) :

An Empirical Investigation of the Trade-Off Between Consistency and Coverage in Rule Learning Heuristics.
Proceedings of the 11th International Conference on Discovery Science (DS-08) Springer-Verlag
[Conference or Workshop Item] , (2008)

Janssen, Frederik and Fürnkranz, Johannes
Boulicaut, Jean-Francois and Berthold, Michael R. and Horváth, T. (eds.) :

An Empirical Investigation of the Trade-Off between Consistency and Coverage in Rule Learning Heuristics.
[Online-Edition: http://www.springerlink.com/content/5h478u088k513n6w/fulltex...]
Proceedings of the 11th International Conference on Discovery Science (DS-08) Springer-Verlag
[Conference or Workshop Item] , (2008)

Janssen, Frederik and Fürnkranz, Johannes :
An Empirical Quest for Optimal Rule Learning Heuristics.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report] , (2008)

Janssen, Frederik and Fürnkranz, Johannes :
A Re-Evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report] , (2008)

Janssen, Frederik and Fürnkranz, Johannes :
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
Proceedings of the LWA 2008: Lernen -- Wissen -- Adaption
[Conference or Workshop Item] , (2008)

Janssen, Frederik and Fürnkranz, Johannes :
Meta-Learning Rule Learning Heuristics.
Proceedings of the LWA 2007: Lernen -- Wissen -- Adaption
[Conference or Workshop Item] , (2007)

Janssen, Frederik and Fürnkranz, Johannes :
Meta-Learning Rule Learning Heuristics.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/publications/report...]

[Report] , (2007)

Janssen, Frederik and Fürnkranz, Johannes
Brazdil, Pavel B. and Bernstein, A. (eds.) :

Meta-Learning a Rule Learning Heuristic.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/~juffi/publications...]
Proceedings of ECML-PKDD-07 Workshop on Planning to Learn (PlanLearn-07)
[Conference or Workshop Item] , (2007)

Janssen, Frederik and Fürnkranz, Johannes :
On Meta-Learning Rule Learning Heuristics.
Proceedings of the 7th IEEE Conference on Data Mining (ICDM-07)
[Conference or Workshop Item] , (2007)

Janssen, Frederik and Fürnkranz, Johannes :
On Trading Off Consistency and Coverage in Inductive Rule Learning.
In: Lernen - Wissensentdeckung - Adaptivität : 9. - 11.10. 2006 in Hildesheim; [proceedings] / LWA 2006. Martin Schaaf ... (Hrsg.). - Hildesheim : Inst. für Informatik, 2006, S. 306-313 (Hildesheimer Informatik-Berichte ; 2006,1) . Inst. für Informatik , 11.10. 2006 in Hildesheim; [proceedings] / LWA 2006. Martin Schaaf ... (Hrsg.). - Hildesheim
[Conference or Workshop Item] , (2006)

Janssen, Frederik :
Eine Untersuchung des Trade-Offs zwischen Precision and Coverage bei Regel-Lern-Heuristiken.
[Online-Edition: http://www.ke.informatik.tu-darmstadt.de/lehre/arbeiten/dipl...]
TU Darmstadt
[Master Thesis] , (2006)

Janssen, Frederik and Fürnkranz, Johannes
Althoff, Klaus-Dieter and Schaaf, M. (eds.) :

On Trading Off Consistency and Coverage in Inductive Rule Learning.
[Online-Edition: http://web1.bib.uni-hildesheim.de/2006/kdml2006/JanssenFuern...]
Proceedings of the LWA 2006, Lernen Wissensentdeckung Adaptivität Gesellschaft f{\"u}r Informatik e. V. (GI)
[Conference or Workshop Item] , (2006)

This list was generated on Tue Apr 23 00:05:50 2019 CEST.