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Workshop Program Now Available
Ubiquitous Data Mining 27 August 2012 14h00 Chair: Openning Pedro Pereira Rodrigues Invited Talk 14h00 -14h40 Michael May LIFT - Local Inference in Massively Distributed Systems Paper Session 1 Chair: Michael May 14h40 – 15h00 Cooperative Kernel-Based Forecasting in Decentralized Multi-Agent Systems for Urban Traffic Networks Jelena Fiosina and Maksims Fiosins 15h00 – 15h20 Event and anomaly detection using Tucker3 decomposition Hadi Fanaee Tork, Márcia Oliveira, João Gama, Simon Malinowski and Ricardo Morla 15h20 – 15h40 Bus Bunching Detection: A Sequence Mining Approach Luis Moreira-Matias, Carlos Abreu Ferreira, João Gama, João Mendes-Moreira and Jorge Freire de Sousa 15h40 – 16h00 Holistic distributed stream clustering for smart grids Pedro Pereira Rodrigues and João Gama 16h00 – 16h20 Chair: Coffee Break Poster Session Manuel Filipe Santos Invited Talk 16h20 - 17h00 Pascal Poncelet An Efficient Spatio-Temporal Mining Approach to Really Know Who Travels with Whom! Paper Session 2 Chair: Pascal Poncelet 17h00 – 17h10 Efficient Mobility Pattern Stream Matching on Mobile Devices Simona-Claudia Florescu, Michael Mock, Christine Korner and Michael May 17h10 - 17h20 Predicting Ramp Events with a Stream-based HMM framework Carlos Abreu Ferreira, João Gama, Vítor Santos Costa, Vladimiro Miranda and Audun Botterud 17h20 – 17h30 People Identification Based on Sitting Patterns Gia Nguyen, Takuya Takimoto, Giang Nguyen Doan Minh, Jin Nakazawa, Kazunori Takashio and Hideyuki Tokuda 17h30 – 17h40 Semi-supervised learning: predicting activities in Android environment Alexandre Lopes, João Mendes-Moreira and João Gama 17h40 – 17h50 Applying Neural Networks for Concept Drift Detection in Financial Markets Bruno Silva, Gisele Panosso and Nuno C. Marques 18h00 Closing
