Table of Contents

Invited Talks

• LIFT - Local Inference in Massively Distributed Systems 1
  Michael May
• An Efficient Spatio-Temporal Mining Approach to Really Know Who Travels with Whom! 2
  Pascal Poncelet

Papers

• Cooperative Kernel-Based Forecasting in Decentralized Multi-Agent Systems for Urban Traffic Networks 3-7
  Jelena Fiosina, Maksims Fiosins
• Event and Anomaly Detection using Tucker3 Decomposition 8-12
  Hadi Fanaee Tork, Márcia Oliveira, João Gama, Simon Malinowski, Ricardo Morla
• Bus Bunching Detection: A Sequence Mining Approach 13-17
  Luis Moreira-Matias, Carlos Abreu Ferreira, João Gama, João Mendes-Moreira, Jorge Freire de Sousa
• Holistic Distributed Stream Clustering for Smart Grids 18-22
  Pedro Pereira Rodrigues, João Gama
• Efficient Mobility Pattern Stream Matching on Mobile Devices 23-27
  Simona-Claudia Florescu, Michael Mock, Christine Korner, Michael May
• Predicting Ramp Events with a Stream-based HMM framework 28-32
  Carlos Abreu Ferreira, João Gama, Vítor Santos Costa, Vladimiro Miranda, Audun Botterud
• People Identification Based on Sitting Patterns 33-37
  Gia Nguyen, Takuya Takimoto, Giang Nguyen Doan Minh, Jin Nakazawa, Kazunori Takashio, Hideyuki Tokuda
• Semi-supervised Learning: Predicting Activities in Android Environment 38-42
  Alexandre Lopes, João Mendes-Moreira, João Gama
• Applying Neural Networks for Concept Drift Detection in Financial Markets 43-47
  Bruno Silva, Gisele Panosso, Nuno C. Marques

Posters

• MLP Networks Applied to the Problem of Prediction of Runtime of SAP BW Queries 48-52
  Tatiana Escovedo, Tarsila Tavares, Rubens Melo, Marley Vellasco
• Pruning AdaBoost for Continuous Sensors Mining Applications 53-57
  Mojdeh Rastgoo Dastjerdi, Guillaume Lemaitre, Pierluigi Casale, Xavi Rafael-Palou, Felip Miralles
• Finding the Best Ranking Model for Spatial Objects 58-60
  Hadi Fanaee Tork
• Identification of Opinions in Arabic Texts using Ontologies 61-64
  Farek Lazhar, Tlili-Guiassa Yamina