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Publications of Axel Schulz
2017
| , and , Semantic Abstraction for Generalization of Tweet Classification: An Evaluation on Incident-Related Tweets (2017), in: Semantic Web Journal, 8:3(353--372) |
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2016
| , and , A Rapid-Prototyping Framework for Extracting Small-Scale Incident-Related Information in Microblogs: Application of Multi-Label Classification on Tweets (2016), in: Information Systems, 57(88-110) |
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2015
| , , and , 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), Cottbus, Germany, pages 1--8, IEEE, 2015 |
[DOI] [URL] |
| , , and , Event-Based Clustering for Reducing Labeling Costs of Event-Related Microposts, in: Proceedings of the 9th International AAAI Conference on Web and Social Media (ICWSM-15), Oxford, UK, pages 686--690, AAAI Press, 2015 |
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| , , and , Event-Based Clustering for Reducing Labeling Costs of Incident-Related Microposts, in: Proceedings of the ICML-15 2nd International Workshop on Mining Urban Data (MUD-15), Lille, France, pages 44--52, CEUR workshop proceedings, 2015 |
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| , , , and , Intelligente Datenauswertung mit Linked Open Data, in: Corporate Semantic Web: Wie semantische Anwendungen in Unternehmen Nutzen stiften, pages 187--201, Springer Vieweg, 2015 |
[DOI] [URL] |
2014
| , , and , Evaluating Multi-label Classification of Incident-related Tweets, in: Proceedings, 4th Workshop on Making Sense of Microposts {(\#Microposts2014)} at WWW: Big things come in small packages, pages 26--33, 2014 |
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| and , What Is Good for One City May Not Be Good for Another One: Evaluating Generalization for Tweet Classification Based on Semantic Abstraction, in: Proceedings of the Fifth Workshop on Semantics for Smarter Cities (a Workshop at the 13th International Semantic Web Conference (ISWC 2014)), Riva del Garda, Italy, pages 53--67, 2014 |
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2013
| , , and , Creating Noise Pollution Maps Based on User-generated Noise Data, Online, AI Mashup Challenge 2013 at ESWC, 2013 |
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| and , Mashups for the Emergency Management Domain, in: Semantic Mashup, pages 237--260, Springer, 2013 |
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| , , and , Using Data Mining on Linked Open Data for Analyzing E-Procurement Information, in: Proceedings of the first DMoLD: Data Mining on Linked Data Workshop at ECML/PKDD2013, 2013 |
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2012
| and , Combining Government and Linked Open Data in Emergency Management, in: AI Mashup Challenge, 2012 |
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| , and , Crisis Information Management in the Web 3.0 Age, in: 9th International Conference on Information Systems for Crisis Response and Management (ISCRAM), 2012 |
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2011
| , and , 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), pages 292-295, 2011 |
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