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Group by: No Grouping | Item Type | Date | Language
Number of items: 45.

Meurisch, Christian ; Gogel, Artur ; Schmidt, Benedikt ; Nolle, Timo ; Janssen, Frederik ; Schweizer, Immanuel ; Mühlhäuser, Max (2017)
Capturing Daily Student Life by Recognizing Complex Activities Using Smartphones.
Conference or Workshop Item, Bibliographie

Kauschke, Sebastian ; Fürnkranz, Johannes ; Janssen, Frederik (2016)
Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype.
Bari, Italy (October 19–21, 2016)
doi: 10.1007/978-3-319-46307-0_10
Conference or Workshop Item, Bibliographie

Meurisch, Christian ; Naeem, Usman ; Azam, Muhammad Awais ; Janssen, Frederik ; Schmidt, Benedikt ; Mühlhäuser, Max (2016)
Smarticipation2016: First Workshop on Intelligent Personal Guidance of Human Behavior Utilizing Anticipatory Models.
Heidelberg
Conference or Workshop Item, Bibliographie

Zilke, Jan Ruben ; Loza Mencía, Eneldo ; Janssen, Frederik (2016)
DeepRED - Rule Extraction from Deep Neural Networks.
Conference or Workshop Item, Bibliographie

Loza Mencía, Eneldo ; Janssen, Frederik (2016)
Learning rules for multi-label classification: a stacking and a separate-and-conquer approach.
In: Machine Learning, 105 (1)
doi: 10.1007/s10994-016-5552-1
Article, Bibliographie

Kauschke, Sebastian ; Janssen, Frederik ; Schweizer, Immanuel (2015)
On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application.
KDML: Workshop on Knowledge Discovery, Data Mining and Machine Learning. Trier
Conference or Workshop Item, Bibliographie

Kauschke, Sebastian ; Janssen, Frederik ; Schweizer, Immanuel (2015)
Advances in Predictive Maintenance for a Railway Scenario - Project Techlok.
Report, Bibliographie

Schulz, Axel ; Janssen, Frederik ; Ristoski, Petar ; Fürnkranz, Johannes (2015)
Event-Based Clustering for Reducing Labeling Costs of Event-Related Microposts.
Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM2015).
Conference or Workshop Item, Bibliographie

Schulz, Axel ; Karolus, Jakob ; Janssen, Frederik ; Schweizer, Immanuel (2015)
Accurate Pollutant Modeling and Mapping: Applying Machine Learning to Participatory Sensing and Urban Topology Data.
International Conference and Workshops on Networked Systems (NetSys). Cottbus (9-12 March 2015)
doi: 10.1109/NetSys.2015.7089079
Conference or Workshop Item, Bibliographie

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

Paulheim, Heiko ; Schulz, Axel ; Janssen, Frederik ; Ristoski, Petar ; Schweizer, Immanuel
eds.: Ege, Börteçin ; Humm, Bernhard ; Reibold, Anatol (2015)
Intelligente Datenauswertung mit Linked Open Data.
In: Corporate Semantic Web: Wie semantische Anwendungen in Unternehmen Nutzen stiften
Book Section, Bibliographie

Kauschke, Sebastian ; Janssen, Frederik ; Schweizer, Immanuel
eds.: Bergmann, Ralph ; Görg, Sebastian ; Müller, Gilbert (2015)
On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application.
LWA 2015 conference. Trier, Germany (October 7-9, 2015)
Conference or Workshop Item, Bibliographie

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

Gabriel, Alexander ; Paulheim, Heiko ; Janssen, Frederik
eds.: Cellier, Peggy ; Charnois, Thierry ; Hotho, Andreas ; Matwin, Stan ; Moens, Marie-Francine ; Toussaint, Yannick (2014)
Learning Semantically Coherent Rules.
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
Conference or Workshop Item, Bibliographie

Stecher, Julius ; Janssen, Frederik ; Fürnkranz, Johannes
eds.: Calders, Toon ; Esposito, Floriana ; Hüllermeier, Eyke ; Meo, Rosa (2014)
Separating Rule Refinement and Rule Selection Heuristics in Inductive Rule Learning.
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD-14), Part 3. Nancy, France
Conference or Workshop Item, Bibliographie

Nolle, Timo ; Schweizer, Immanuel ; Janssen, Frederik (2014)
Data-driven Detection of Congestion-affected Roads.
Report, Bibliographie

Kauschke, Sebastian ; Schweizer, Immanuel ; Fiebrig, Michael ; Janssen, Frederik
eds.: Seidl, Thomas ; Hassani, Marwan ; Beecks, Christian (2014)
Learning to Predict Component Failures in Trains.
16th LWA Workshops : KDML, IR and FGWM. Aachen, Germany (September 8 - 10, 2014)
Conference or Workshop Item, Bibliographie

Loza Mencía, Eneldo ; Janssen, Frederik
eds.: Džeroski, Sašo ; Panov, Panče ; Kocev, Dragi ; Todorovski, Ljupčo (2014)
Stacking Label Features for Learning Multilabel Rules.
In: Discovery Science - 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014, Proceedings
Book Section, Bibliographie

Schulz, Axel ; Janssen, Frederik (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)).
Conference or Workshop Item, Bibliographie

Schulz, Axel ; Janssen, Frederik ; Karolus, Jakob ; Schweizer, Immanuel (2013)
Creating Noise Pollution Maps Based on User-generated Noise Data.
Conference or Workshop Item, Bibliographie

Loza Mencía, Eneldo ; Janssen, Frederik
eds.: Henrich, Andreas ; Sperker, Hans-Christian (2013)
Towards Multilabel Rule Learning.
Proceedings of the German Workshop on Lernen, Wissen, Adaptivität - LWA2013. Bamberg, Germany
Conference or Workshop Item, Bibliographie

Loza Mencía, Eneldo ; Holthausen, Simon ; Schulz, Axel ; Janssen, Frederik (2013)
Using Data Mining on Linked Open Data for Analyzing E-Procurement Information.
Proceedings of the first DMoLD: Data Mining on Linked Data Workshop at ECML/PKDD2013.
Conference or Workshop Item, Bibliographie

Janssen, Frederik (2012)
Heuristic Rule Learning.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

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

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

Janssen, Frederik ; Fallahi, Faraz ; Noessner, Jan ; Paulheim, Heiko (2012)
Towards Rule Learning Approaches to Instance-based Ontology Matching.
1st International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data (Know@LOD).
Conference or Workshop Item, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2010)
On the Quest for Optimal Rule Learning Heuristics.
In: Machine Learning, 78 (3)
doi: 10.1007/s10994-009-5162-2
Article, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2010)
The SeCo-framework for rule learning.
Report, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2010)
Separate-and-conquer Regression.
Report, Bibliographie

Hartmann, Melanie ; Janssen, Frederik (2009)
Proceedings of LWA.
Report, Bibliographie

Loza Mencía, Eneldo ; Park, Sang-Hyeun ; Fürnkranz, Johannes
eds.: Benz, Dominik ; Janssen, Frederik (2009)
Efficient Voting Prediction for Pairwise Multilabel Classification.
Conference or Workshop Item, Bibliographie

Schweizer, Immanuel ; Panitzek, Kamill ; Park, Sang-Hyeun ; Fürnkranz, Johannes
eds.: Benz, Dominik ; Janssen, Frederik (2009)
An Exploitative Monte-Carlo Poker Agent.
Conference or Workshop Item, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes
eds.: Park, Haesun ; Parthasarathy, Srinivasan ; Liu, Huan ; Obradovic, Zoran (2009)
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
Conference or Workshop Item, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes
eds.: Horvath, T. ; Boulicaut, J.-F. ; Berthold, M. (2008)
An Empirical Investigation of the Trade-Off Between Consistency and Coverage in Rule Learning Heuristics.
Conference or Workshop Item, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes
eds.: Boulicaut, Jean-Francois ; Berthold, Michael R. ; Horváth, T. (2008)
An Empirical Investigation of the Trade-Off between Consistency and Coverage in Rule Learning Heuristics.
Conference or Workshop Item, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2008)
An Empirical Quest for Optimal Rule Learning Heuristics.
Report, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2008)
A Re-Evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
Report, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2008)
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
Conference or Workshop Item, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2007)
Meta-Learning Rule Learning Heuristics.
Conference or Workshop Item, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2007)
Meta-Learning Rule Learning Heuristics.
Report, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes
eds.: Brazdil, Pavel B. ; Bernstein, A. (2007)
Meta-Learning a Rule Learning Heuristic.
Conference or Workshop Item, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2007)
On Meta-Learning Rule Learning Heuristics.
Conference or Workshop Item, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes (2006)
On Trading Off Consistency and Coverage in Inductive Rule Learning.
Conference or Workshop Item, Bibliographie

Janssen, Frederik (2006)
Eine Untersuchung des Trade-Offs zwischen Precision and Coverage bei Regel-Lern-Heuristiken.
Technische Universität Darmstadt
Master Thesis, Bibliographie

Janssen, Frederik ; Fürnkranz, Johannes
eds.: Althoff, Klaus-Dieter ; Schaaf, M. (2006)
On Trading Off Consistency and Coverage in Inductive Rule Learning.
Conference or Workshop Item, Bibliographie

This list was generated on Sat Apr 20 00:32:50 2024 CEST.