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Publications

Luckner M., Kobojek P. and Zawistowski P. (2017). Public Transport Stops State Detection and Propagation - Warsaw Use Case.In Proceedings of the 6th International Conference on Smart Cities and Green ICT Systems - Volume 1: SMARTGREENS, ISBN 978-989-758-241-7, pages 235-241. DOI: 10.5220/0006305102350241
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Andrienko, N., & Andrienko, G. (2017). State Transition Graphs for Semantic Analysis of Movement Behaviours. Information Visualization.
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Gennady Andrienko, Natalia Andrienko, Wei Chen, Ross Maciejewski, and Ye Zhao, "Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions", IEEE Transactions on Intelligent Transportation Systems, 2017, vol. 18(8), pp.2232-2249
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Nikolaos Panagiotou, Cem Akkaya, Kostas Tsioutsiouliklis, Vana Kalogeraki, Dimitrios Gunopulos, First Story Detection using Entities and Relations. In Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers, pages 3237–3244, Osaka, Japan, December 11-17 2016.
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An Active Learning Framework Incorporating User Input For Mining Urban Data, Nikolaos Zygouras, Nikolaos Panagiotou, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Dimitrios Gunopulos , UrbComp 2016, San Francisco, California, USA, August 2016
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Arnon Lazerson, Daniel Keren, and Assaf Schuster. Lightweight Monitoring of Distributed Streams. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '16). ACM, New York, NY, USA, 1685-1694
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Andrienko, G and Andrienko, N. 2016. Gaining Knowledge from Georeferenced Social Media Data with Visual Analytics. In: Capineri, C, Haklay, M, Huang, H, Antoniou, V, Kettunen, J, Ostermann, F and Purves, R. (eds.) European Handbook of Crowdsourced Geographic Information, pp. 157–167. London: Ubiquity Press.
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Gennady Andrienko, Natalia Andrienko, Alexander Ryumkin, Valery Ryumkin, Gennady Kravchenko, Evegeny Tyabaev, Dmitry Khloptsov, Svetlana Trofimova, "Exploration and Refinement of Regression Tree Models with Interactive Maps and Spatial Data Transformations", International Journal of Cartography, 2016, vol. 2(1), pp.59-76
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Gennady Andrienko, Natalia Andrienko, Georg Fuchs, and Jo Wood Revealing Patterns and Trends of Mass Mobility through Spatial and Temporal Abstraction of Origin-Destination Movement Data IEEE Transactions on Visualization and Computer Graphics, 2017, vol. 23(9), pp.2120-2136
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T. Liebig, N. Piatkowski, C. Bockermann, and K. Morik, “Dynamic Route Planning with Real-Time Traffic Predictions,” Information Systems, vol. 64, pp. 258-265, 2017.
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T. Liebig, “AI-based analysis methods in spatio-temporal data mining,” in AI: Philosophy, Geoinformatics & Law, M. Jankowska, M. Pawelczyk, and M. Kulawiak, Eds., Warsaw: IUS PUBLICUM, 2015, pp. 135-152.
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G. Souto and T. Liebig, “On Event Detection from Spatial Time series for Urban Traffic Applications,” in Solving Large Scale Learning Tasks: Challenges and Algorithms, S. Michaelis, N. Piatkowski, and M. Stolpe, Eds., Springer International Publishing, 2016, vol. 9580, pp. 221-233.
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Litou, I., Kalogeraki, V., & Gunopulos, D. (2016, October). On Topic Aware Recommendation to Increase Popularity in Microblogging Services (Short Paper). In OTM Confederated International Conferences" On the Move to Meaningful Internet Systems" (pp. 673-681). Springer International Publishing.
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Boutsis, I., Kalogeraki, V., & Gunopulos, D. (2016, September). State Detection Using Adaptive Human Sensor Sampling. In Fourth AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2016
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Tomaras, D., Boutsis, I., Kalogeraki, V., & Gunopulos, D. (2016, October). LOCAl: a personalized cache mechanism for location-based social networks. In Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (p. 78). ACM.
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Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien: Intelligent Urban Data Monitoring for Smart Cities. ECML/PKDD (3) 2016: 177-192
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Li, Y., Li, Y., Gunopulos, D., & Guibas, L. (2016, October). Knowledge-based trajectory completion from sparse GPS samples. In Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (p. 33). ACM.
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Chen, C., Lu, C., Huang, Q., Yang, Q., Gunopulos, D., & Guibas, L. (2016, August). City-Scale Map Creation and Updating using GPS Collections. In Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 1465-1474). ACM.
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Piotr Wawrzyniak, Jaroslaw Legierski , "Accurate prediction of queue length in public service offices on the basis of Open Urban Data APIs", Federated Conference on Computer Science and Information Systems FedCSIS 2016, Gdańsk, Poland.
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N. Panagiotou, I. Katakis, D. Gunopulos, V. Kalogeraki, E. Daly, J. Yuan Yu, Brendan O’ Brien, The 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016, San Francisco, CA, USA, 18 – 21 August, 2016
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