Otto-von-Guericke-Universität Magdeburg


Publications in 2011



Extracting Cross References from Life Science Databases for Search Result Ranking. Proceedings of the 20th ACM International Conference on Information and Knowledge Management, 1253--1258, ACM, New York, NY, USA, 2011. URL

Making Business Systems in the Telecommunication Industry More Customer-Oriented. In Jaroslav Pokorny, Vaclav Repa, Karel Richta, Wita Wojtkowski, Henry Linger, Chris Barry, and Michael Lang (Eds.), Information Systems Development, 169-180, Springer New York, 2011. URL

Novel Data Stream Pattern Mining Report on the StreamKDD'10 Workshop. SIGKDD Explor. Newsl., (12)2:54--55, ACM, New York, NY, USA, March 2011. URL

Summarization Meets Visualization on Online Social Networks. Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011 IEEE/WIC/ACM International Conference on, (1):475-478, August 2011. URL

On the Distinctiveness of Tags in Collaborative Tagging Systems. Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 62:1--62:5, ACM, New York, NY, USA, 2011. URL

Adaptive Prediction Models and their Application to Credit Scoring. 2011.

Classification in Presence of Drift and Latency. In Myra Spiliopoulou, Haixun Wang, Diane Cook, Jian Pei, Wei Wang, Osmar Zaïane, and Xindong Wu (Eds.), Proceedings of the 11th IEEE International Conference on Data Mining Workshops (ICDMW 2011), IEEE, 2011.

The Algorithm APT to Classify in Concurrence of Latency and Drift. In João Gama, Elizabeth Bradley, and Jaakko Hollmén (Eds.), Advances in Intelligent Data Analysis X, (7014):222-233, Springer, 2011.

Drift Models and Classification in Presence of Latency and Drift. Proceedings of the Symposium Learning, Knowledge, Adaptation (LWA 2011) of the GI Special Interest Groups KDML, IR and WM., 65--72, September 2011.

Online Clustering of High-Dimensional Trajectories under Concept Drift. In Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, and Michalis Vazirgiannis (Eds.), Machine Learning and Knowledge Discovery in Databases, (6912):261-276, Springer Berlin Heidelberg, 2011. URL

Summarizing Cluster Evolution in Dynamic Environments. In Beniamino Murgante, Osvaldo Gervasi, Andrés Iglesias, David Taniar, and BernadyO. Apduhan (Eds.), Computational Science and Its Applications - ICCSA 2011, (6783):562-577, Springer Berlin Heidelberg, 2011. URL

Query-Sets + + : A Scalable Approach for Modeling Web Sites. In Roberto Grossi, Fabrizio Sebastiani, and Fabrizio Silvestri (Eds.), String Processing and Information Retrieval, (7024):129-134, Springer Berlin Heidelberg, 2011. URL

Prediction of surgery duration using empirical anesthesia protocols. The first International Workshop on Knowledge Discovery in Health Care and Medicine. - Athen, 2011. URL

Classification Rule Mining for a Stream of Perennial Objects.. In Nick Bassiliades, Guido Governatori, and Adrian Paschke (Eds.), RuleML Europe, (6826):281-296, Springer, 2011. URL

A data generator for multi-stream data. The second International Workshop on Mining Ubiquitous and Social Environments, MUSE '11, September 5, 2011 Athens, Greece, 2011. URL

Report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest groups KDML, IR and WM. In Myra Spiliopoulou, Andreas Nürnberger, and Rene Schult (Eds.), September 2011. URL

Evolution in Social Networks: A Survey.. In Charu C. Aggarwal (Eds.), Social Network Data Analytics, 149-175, Springer, 2011. URL

Dealing with concept drift and class imbalance in multi-label stream classification. Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, (2):1583-1588, July 2011. URL

Letzte Änderung: 17.09.2014 - Contact Person: Prof. Dr. rer. nat. habil. Myra Spiliopoulou