Frederik Janssen

35 papers A* 2A 2B 6C 1Journal 4Unranked 17
YearRankTypeTitle / Venue / Authors
2017 C conf
Capturing Daily Student Life by Recognizing Complex Activities Using Smartphones.
MobiQuitous
Christian Meurisch, Artur Gogel, Benedikt Schmidt, Timo Nolle, Frederik Janssen, Immanuel Schweizer, Max Mühlhäuser
2017 B conf
Evaluation of Different Heuristics for Accommodating Asymmetric Loss Functions in Regression.
DS
Andrei Tolstikov, Frederik Janssen, Johannes Fürnkranz
2017 J jnl
Semantic Abstraction for generalization of tweet classification: An evaluation of incident-related tweets.
Semantic Web
Axel Schulz, Christian Guckelsberger, Frederik Janssen
2016 — ed.
Big Data Analytics in the Social and Ubiquitous Context - 5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, Revised Selected Papers
MSM/MUSE/SenseML
Martin Atzmueller, Alvin Chin, Frederik Janssen, Immanuel Schweizer, Christoph Trattner
2016 B conf
DeepRED - Rule Extraction from Deep Neural Networks.
DS
Jan Ruben Zilke, Eneldo Loza Mencía, Frederik Janssen
2016 J jnl
Learning rules for multi-label classification: a stacking and a separate-and-conquer approach.
Mach. Learn.
Eneldo Loza Mencía, Frederik Janssen
2016 B conf
Predicting Cargo Train Failures: A Machine Learning Approach for a Lightweight Prototype.
DS
Sebastian Kauschke, Johannes Fürnkranz, Frederik Janssen
2016 B conf
Shorter Rules Are Better, Aren't They?
DS
Julius Stecher, Frederik Janssen, Johannes Fürnkranz
2016 — conf
Smarticipation: intelligent personal guidance of human behavior utilizing anticipatory models.
UbiComp Adjunct
Christian Meurisch, Usman Naeem, Muhammad Awais Azam, Frederik Janssen, Benedikt Schmidt, Max Mühlhäuser
2015 — conf
Accurate pollutant modeling and mapping: Applying machine learning to participatory sensing and urban topology data.
NetSys
Axel Schulz, Jakob Karolus, Frederik Janssen, Immanuel Schweizer
2015 A conf
Event-Based Clustering for Reducing Labeling Costs of Event-related Microposts.
ICWSM
Axel Schulz, Frederik Janssen, Petar Ristoski, Johannes Fürnkranz
2015 — conf
Event-based Clustering for Reducing Labeling Costs of Incident-Related Microposts.
MUD@ICML
Axel Schulz, Petar Ristoski, Johannes Fürnkranz, Frederik Janssen
2015 — conf
On the Challenges of Real World Data in Predictive Maintenance Scenarios: A Railway Application.
LWA
Sebastian Kauschke, Frederik Janssen, Immanuel Schweizer
2014 — conf
Learning Semantically Coherent Rules.
DMNLP@PKDD/ECML
Alexander Gabriel, Heiko Paulheim, Frederik Janssen
2014 — conf
Learning to Predict Component Failures in Trains.
LWA
Sebastian Kauschke, Immanuel Schweizer, Michael Fiebrig, Frederik Janssen
2014 — conf
Separating Rule Refinement and Rule Selection Heuristics in Inductive Rule Learning.
ECML/PKDD (3)
Julius Stecher, Frederik Janssen, Johannes Fürnkranz
2014 B conf
Stacking Label Features for Learning Multilabel Rules.
Discovery Science
Eneldo Loza Mencía, Frederik Janssen
2014 — conf
What Is Good for One City May Not Be Good for Another One: Evaluating Generalization for Tweet Classification Based on Semantic Abstraction.
S4SC@ISWC
Axel Schulz, Frederik Janssen
2013 — conf
Towards Multilabel Rule Learning.
LWA
Eneldo Loza Mencía, Frederik Janssen
2013 — conf
Using Data Mining on Linked Open Data for Analyzing E-Procurement Information - A Machine Learning approach to the Linked Data Mining Challenge 2013.
DMoLD
Eneldo Loza Mencía, Simon Holthausen, Axel Schulz, Frederik Janssen
2012 — —
Heuristic rule learning.
Frederik Janssen
2012 — conf
HotMatch results for OEAI 2012.
OM
Thanh-Tung Dang, Alexander Gabriel, Sven Hertling, Philipp Roskosch, Marcel Wlotzka, Jan Ruben Zilke, Frederik Janssen, Heiko Paulheim
2012 — conf
Towards Rule Learning Approaches to Instance-based Ontology Matching.
KNOW@LOD
Frederik Janssen, Faraz Fallahi, Jan Noessner, Heiko Paulheim
2011 A* conf
Heuristic Rule-Based Regression via Dynamic Reduction to Classification.
IJCAI
Frederik Janssen, Johannes Fürnkranz
2011 — conf
Heuristic Rule-Based Regression via Dynamic Reduction to Classification.
LWA
Frederik Janssen, Johannes Fürnkranz
2010 J jnl
On the quest for optimal rule learning heuristics.
Mach. Learn.
Frederik Janssen, Johannes Fürnkranz
2010 — conf
Separate-and-conquer Regression.
LWA
Frederik Janssen, Johannes Fürnkranz
2009 A conf
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
SDM
Frederik Janssen, Johannes Fürnkranz
2009 J jnl
LWA 2009.
Künstliche Intell.
Frederik Janssen, Melanie Hartmann
2009 — ed.
LWA 2009: Workshop-Woche: Lernen, Wissen, Adaptivität, Darmstadt, 21.-23. September 2009
LWA
Melanie Hartmann, Frederik Janssen
2008 — conf
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
LWA
Frederik Janssen, Johannes Fürnkranz
2008 B conf
An Empirical Investigation of the Trade-Off between Consistency and Coverage in Rule Learning Heuristics.
Discovery Science
Frederik Janssen, Johannes Fürnkranz
2007 — conf
Meta-Learning Rule Learning Heuristics.
LWA
Frederik Janssen, Johannes Fürnkranz
2007 A* conf
On Meta-Learning Rule Learning Heuristics.
ICDM
Frederik Janssen, Johannes Fürnkranz
2006 — conf
On Trading Off Consistency and Coverage in Inductive Rule Learning.
LWA
Frederik Janssen, Johannes Fürnkranz