2016

Schulz, Axel ; Loza Mencía, Eneldo ; Schmidt, Benedikt (2016)
A Rapid-Prototyping Framework for Extracting Small-Scale Incident-Related Information in Microblogs: Application of Multi-Label Classification on Tweets.
Konferenzveröffentlichung, Bibliographie

Schulz, Axel ; Loza Mencía, Eneldo ; Schmidt, Benedikt (2016)
A rapid-prototyping framework for extracting small-scale incident-related information in microblogs: Application of multi-label classification on tweets.
In: Inf. Syst., 57
doi: 10.1016/j.is.2015.10.010
Artikel, Bibliographie

2015

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).
Konferenzveröffentlichung, 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 (09.03.2015-12.03.2015)
doi: 10.1109/NetSys.2015.7089079
Konferenzveröffentlichung, 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.
Konferenzveröffentlichung, Bibliographie

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

Schulz, Axel ; Guckelsberger, Christian ; Schmidt, Benedikt (2015)
More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets.
Lisbon, Portugal
Konferenzveröffentlichung, Bibliographie

Schulz, Axel ; Guckelsberger, Christian ; Schmidt, Benedikt (2015)
More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets.
Konferenzveröffentlichung, Bibliographie

Guckelsberger, Christian ; Schulz, Axel (2015)
STATSREP-ML: Statistical Evaluation & Reporting Framework for Machine Learning Results.
Report, Erstveröffentlichung

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

Schulz, Axel ; Schmidt, Benedikt ; Strufe, Thorsten (2015)
Small-Scale Incident Detection based on Microposts.
doi: 10.1145/2700171.2791038
Konferenzveröffentlichung, Bibliographie

Schulz, Axel ; Schmidt, Benedikt ; Strufe, Thorsten (2015)
Small-Scale Incident Detection based on Microposts.
Konferenzveröffentlichung, Bibliographie

2014

Schulz, Axel ; Loza Mencía, Eneldo ; Dang, Thanh Tung ; Schmidt, Benedikt (2014)
Evaluating Multi-label Classification of Incident-related Tweets.
Proceedings, 4th Workshop on Making Sense of Microposts (#Microposts2014) at WWW: Big things come in small packages.
Konferenzveröffentlichung, Bibliographie

Schulz, Axel (2014)
Mining User-Generated Content for Incidents.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

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)).
Konferenzveröffentlichung, Bibliographie

2013

Schulz, Axel ; Thanh, Tung Dang ; Paulheim, Heiko ; Schweizer, Immanuel (2013)
A Fine-Grained Sentiment Analysis Approach for Detecting Crisis Related Microposts.
Konferenzveröffentlichung, Bibliographie

Schweizer, Immanuel ; Schulz, Axel ; Mühlhäuser, Max (2013)
Discussing Spatio-temporal Coverage in Urban Sensing Applications.
Workshop Geographic Human-Computer Interatction, in conjunction with CHI'13. Paris, France (27.04.2013-02.05.2013)
Konferenzveröffentlichung, Bibliographie

Schulz, Axel ; Ristoski, Petar (2013)
The Car That Hit The Burning House: Understanding Small Scale Incident Related Information in Microblogs.
In: Proceedings of the 2nd When the City Meets the Citizen Workshop (WCMCW) at ICWSM'13
Artikel, Bibliographie

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

Schulz, Axel ; Ristoski, Petar ; Paulheim, Heiko
Hrsg.: Cimiano, Philipp ; Fernández, Miriam ; Lopez, Vanessa ; Schlobach, Stefan ; Völker, Johanna (2013)
I See a Car Crash: Real-time Detection of Small Scale Incidents in Microblogs.
In: The Semantic Web: ESWC 2013 Satellite Events
Buchkapitel, Bibliographie

Schulz, Axel ; Paulheim, Heiko
Hrsg.: Endres-Niggemeyer, Brigitte (2013)
Mashups for the emergency management domain.
In: Semantic mashups
Buchkapitel, Bibliographie

Schulz, Axel ; Hadjakos, Aristotelis ; Paulheim, Heiko ; Nachtwey, Johannes ; Mühlhäuser, Max (2013)
A Multi-Indicator Approach for Geolocalization of Tweets.
Konferenzveröffentlichung, 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.
Konferenzveröffentlichung, Bibliographie

2012

Panitzek, Kamill ; Schweizer, Immanuel ; Schulz, Axel ; Bönning, Tobias ; Seipel, Gero ; Mühlhäuser, Max (2012)
Can We Use Your Router, Please? - Benefits and Implications of an Emergency Switch for Wireless Routers.
In: International Journal of Information Systems for Crisis Response and Management, 4 (4)
doi: 10.4018/jiscrm.2012100104
Artikel, Bibliographie

Panitzek, Kamill ; Schweizer, Immanuel ; Bönning, Tobias ; Seipel, Gero ; Schulz, Axel ; Mühlhäuser, Max (2012)
Enhancing Robustness of First Responder Communication in Urban Environments.
9th International Conference on Information Systems for Crisis Response and Management. Vancouver, Canada (22.04.2012-25.04.2012)
Konferenzveröffentlichung, Bibliographie

Schulz, Axel ; Paulheim, Heiko (2012)
Combining Government and Linked Open Data in Emergency Management.
AI Mashup Challenge.
Konferenzveröffentlichung, Bibliographie

Schulz, Axel ; Paulheim, Heiko ; Probst, Florian (2012)
Crisis Information Management in the Web 3.0 Age.
9th International Conference on Information Systems for Crisis Response and Management (ISCRAM).
Konferenzveröffentlichung, Bibliographie

Döhring, Markus ; Schulz, Axel ; Galkin, Ivan (2012)
Emulating Runtime Workflow Adaptation and Aspect Weaving by Recursive Rule-Based Sub-Process Selection - A Model Transformation Approach.
Beijing
Konferenzveröffentlichung, Bibliographie

Schulz, Axel ; Ortmann, Jens ; Probst, Florian (2012)
Getting user-generated content structured: Overcoming information overload in emergency management.
Seattle, USA
Konferenzveröffentlichung, Bibliographie

2011

Schweizer, Immanuel ; Bärtl, Roman ; Schulz, Axel ; Probst, Florian ; Mühlhäuser, Max
Hrsg.: Microsoft Research 8170 (2011)
NoiseMap - Real-time participatory noise maps.
Konferenzveröffentlichung, Bibliographie

Schulz, Axel ; Schmidt, Benedikt ; Paulheim, Heiko (2011)
LiCoRMS – Towards a Resource Management System Based on Lifecycle and Content Information.
In: 7th International and Interdisciplinary Conference on Modeling and Using Context (CONTEXT 2011)
Artikel, Bibliographie