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Number of items: 31.

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.
57, In: Information Systems, pp. 88-110,
[Conference or Workshop Item]

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, p. 88. DOI: 10.1016/j.is.2015.10.010,
[Article]

Schulz, Axel ; Janssen, Frederik ; Ristoski, Petar ; Fürnkranz, Johannes (2015):
Event-Based Clustering for Reducing Labeling Costs of Event-Related Microposts.
pp. 686-690, AAAI Press, Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM2015), [Conference or Workshop Item]

Schulz, Axel ; Karolus, Jakob ; Janssen, Frederik ; Schweizer, Immanuel (2015):
Accurate Pollutant Modeling and Mapping: Applying Machine Learning to Participatory Sensing and Urban Topology Data.
In: Proceedings of the International Conference on Networked Systems (NetSys2015), pp. 121-128,
Piscataway, NJ, IEEE, International Conference and Workshops on Networked Systems (NetSys), Cottbus, 9-12 March 2015, ISBN 978-1-4799-5804-7,
DOI: 10.1109/NetSys.2015.7089079,
[Conference or Workshop Item]

Schulz, Axel ; Ristoski, Petar ; Fürnkranz, Johannes ; Janssen, Frederik (2015):
Event-Based Clustering for Reducing Labeling Costs of Incident-Related Microposts.
pp. 44-52, CEUR workshop proceedings, Proceedings of the 2nd International Workshop on Mining Urban Data co-located with the 32nd International Conference on Machine Learning, July, 11th, ISSN 1613-0073,
[Conference or Workshop Item]

Paulheim, Heiko ; Schulz, Axel ; Janssen, Frederik ; Ristoski, Petar ; Schweizer, Immanuel
Ege, Börteçin ; Humm, Bernhard ; Reibold, Anatol (eds.) (2015):
Intelligente Datenauswertung mit Linked Open Data.
In: Corporate Semantic Web: Wie semantische Anwendungen in Unternehmen Nutzen stiften, pp. 187-201, Springer-Verlag Berlin Heidelberg, Springer Vieweg, ISBN 978-3642548857,
[Book Section]

Schulz, Axel ; Guckelsberger, Christian ; Schmidt, Benedikt (2015):
More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets.
In: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21, 2015, pp. 421--430,
Lisbon, Portugal, [Conference or Workshop Item]

Schulz, Axel ; Guckelsberger, Christian ; Schmidt, Benedikt (2015):
More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets.
In: (toappear) EMNLP 2015,
[Conference or Workshop Item]

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

Schulz, Axel ; Schmidt, Benedikt ; Strufe, Thorsten (2015):
Small-Scale Incident Detection based on Microposts.
In: Proceedings of the 26th {ACM} Conference on Hypertext {\&} Social Media, {HT} 2015, Guzelyurt, TRNC, Cyprus, September 1-4, 201, pp. 3-12,
DOI: 10.1145/2700171.2791038,
[Conference or Workshop Item]

Schulz, Axel ; Schmidt, Benedikt ; Strufe, Thorsten (2015):
Small-Scale Incident Detection based on Microposts.
In: (to appear) Proceedings of the 26th ACM conference on Hypertext and social media,
ACM, [Conference or Workshop Item]

Schulz, Axel ; Loza Mencía, Eneldo ; Dang, Thanh Tung ; Schmidt, Benedikt (2014):
Evaluating Multi-label Classification of Incident-related Tweets.
pp. 26-33, Proceedings, 4th Workshop on Making Sense of Microposts (#Microposts2014) at WWW: Big things come in small packages, [Conference or Workshop Item]

Schulz, Axel (2014):
Mining User-Generated Content for Incidents.
TU Darmstadt,
[Ph.D. Thesis]

Guckelsberger, Christian ; Schulz, Axel (2014):
STATSREP-ML: Statistical Evaluation & Reporting Framework for Machine Learning Results.
In: Technical Report, TUD-CS-2015-0027, Darmstadt, Germany, ISSN 1864-0516,
[Report]

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.
pp. 53-67, 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]

Schulz, Axel ; Thanh, Tung Dang ; Paulheim, Heiko ; Schweizer, Immanuel (2013):
A Fine-Grained Sentiment Analysis Approach for Detecting Crisis Related Microposts.
In: Komplexe Notsituationen schnell meistern - Die ISCRAM Konferenz 2013 zum Krisenmangement, pp. 846-851,
KIT-Bibliothek Süd, [Conference or Workshop Item]

Schweizer, Immanuel ; Schulz, Axel ; Mühlhäuser, Max (2013):
Discussing Spatio-temporal Coverage in Urban Sensing Applications.
pp. 1-5, Workshop Geographic Human-Computer Interatction, in conjunction with CHI'13, Paris, France, 27.04.-02.05.2013, [Conference or Workshop Item]

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, [Article]

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

Schulz, Axel ; Ristoski, Petar ; Paulheim, Heiko
Cimiano, Philipp ; Fernández, Miriam ; Lopez, Vanessa ; Schlobach, Stefan ; Völker, Johanna (eds.) (2013):
I See a Car Crash: Real-time Detection of Small Scale Incidents in Microblogs.
In: Lecture Notes in Computer Science, In: The Semantic Web: ESWC 2013 Satellite Events, pp. 22-33, Springer Berlin Heidelberg, ISBN 978-3-642-41241-7,
[Book Section]

Schulz, Axel ; Paulheim, Heiko
Endres-Niggemeyer, Brigitte (ed.) (2013):
Mashups for the emergency management domain.
In: Semantic mashups, pp. 237-260, Berlin ; Heidelberg, Springer, ISBN 978-3-642-36402-0,
[Book Section]

Schulz, Axel ; Hadjakos, Aristotelis ; Paulheim, Heiko ; Nachtwey, Johannes ; Mühlhäuser, Max (2013):
A Multi-Indicator Approach for Geolocalization of Tweets.
In: Proceedings of the Eight International Conference on Weblogs and Social Media (ICWSM), pp. 573-582,
AAAI Press, ISBN 978-1-57735-610-3,
[Conference or Workshop Item]

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]

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), pp. 59-70. IGI Publishing, ISSN 1937-9390,
DOI: 10.4018/jiscrm.2012100104,
[Article]

Panitzek, Kamill ; Schweizer, Immanuel ; Bönning, Tobias ; Seipel, Gero ; Schulz, Axel ; Mühlhäuser, Max (2012):
Enhancing Robustness of First Responder Communication in Urban Environments.
In: Proceedings of the Conference on Information Systems for Crisis Response and Management (ISCRAM 2012),
Simon Fraser University, 9th International Conference on Information Systems for Crisis Response and Management, Vancouver, Canada, 22.-25.04.2012, ISSN 2411-3387, ISBN 978-0-86491-332-6,
[Conference or Workshop Item]

Schulz, Axel ; Paulheim, Heiko (2012):
Combining Government and Linked Open Data in Emergency Management.
AI Mashup Challenge, [Conference or Workshop Item]

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), [Conference or Workshop Item]

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.
In: 16th Enterprise Distributed Object Computing Conference (EDOC),
Beijing, [Conference or Workshop Item]

Schulz, Axel ; Ortmann, Jens ; Probst, Florian (2012):
Getting user-generated content structured: Overcoming information overload in emergency management.
In: Proceedings of 2012 IEEE Global Humanitarian Technology Conference (GHTC 2012),
Institute of Electrical and Electronics Engineers (IEEE), Seattle, USA, [Conference or Workshop Item]

Schweizer, Immanuel ; Bärtl, Roman ; Schulz, Axel ; Probst, Florian ; Mühlhäuser, Max
Microsoft Research 8170 (ed.) (2011):
NoiseMap - Real-time participatory noise maps.
In: Second International Workshop on Sensing Applications on Mobile Phones, pp. 1-5,
[Conference or Workshop Item]

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), pp. 292-295. [Article]

This list was generated on Sat Nov 26 02:48:25 2022 CET.