Axel Schulz

  • TU Darmstadt, Germany

According to our database1, Axel Schulz authored at least 19 papers between 2011 and 2017.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Semantic Abstraction for generalization of tweet classification: An evaluation of incident-related tweets.
Semantic Web, 2017

A rapid-prototyping framework for extracting small-scale incident-related information in microblogs: Application of multi-label classification on tweets.
Inf. Syst., 2016

Accurate pollutant modeling and mapping: Applying machine learning to participatory sensing and urban topology data.
Proceedings of the 2015 International Conference and Workshops on Networked Systems, 2015

Event-Based Clustering for Reducing Labeling Costs of Event-related Microposts.
Proceedings of the Ninth International Conference on Web and Social Media, 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 32nd International Conference on Machine Learning (ICML 2015), 2015

Small-Scale Incident Detection based on Microposts.
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Mining user-generated content for incidents = Auswertung von nutzergenerierten Inhalten für Schadensereignisse.
PhD thesis, 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), 2014

Evaluating Multi-label Classification of Incident-related Tweet.
Proceedings of the the 4th Workshop on Making Sense of Microposts co-located with the 23rd International World Wide Web Conference (WWW 2014), 2014

A fine-grained sentiment analysis approach for detecting crisis related microposts.
Proceedings of the 10th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2013

A Multi-Indicator Approach for Geolocalization of Tweets.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

I See a Car Crash: Real-Time Detection of Small Scale Incidents in Microblogs.
Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

Using Data Mining on Linked Open Data for Analyzing E-Procurement Information - A Machine Learning approach to the Linked Data Mining Challenge 2013.
Proceedings of the International Workshop on Data Mining on Linked Data, 2013

Can We Use Your Router, Please?: Benefits and Implications of an Emergency Switch for Wireless Routers.
Int. J. Inf. Syst. Crisis Response Manag., 2012

Crisis information management in the Web 3.0 age.
Proceedings of the 9th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2012

Getting User-Generated Content Structured: Overcoming Information Overload in Emergency Management.
Proceedings of the 2012 IEEE Global Humanitarian Technology Conference, 2012

Emulating Runtime Workflow Adaptation and Aspect Weaving by Recursive Rule-Based Sub-Process Selection - A Model Transformation Approach.
Proceedings of the 16th IEEE International Enterprise Distributed Object Computing Conference, 2012

LiCoRMS - Towards a Resource Management System Based on Lifecycle and Content Information.
Proceedings of the Modeling and Using Context, 2011