CRACS Publicatons

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2015
Annalisa Appice and Pedro Pereira Rodrigues and Vítor Santos Costa and Carlos Soares and João Gama et al. (eds) , "Machine Learning and Knowledge Discovery in Databases", in ECML PKDD 2015, Springer - LNCS, vol. 9284 & 9285, September 2015.
2011
João Araújo and Pedro Pereira Rodrigues and Luís Lopes "Large-Scale Simulation of a Distributed Algorithm for Clustering Streaming Sensors", in "Simpósio de Informática (INForum 2011)" , September 2011.  Download: 
Pedro Pereira Rodrigues and João Gama and João Araújo and Luís Lopes "L2GClust: Local-to-Global Clustering of Stream Sources", in "26th ACM Symposium on Applied Computing (SAC 2011)" , ACM Press, pp.1006–1011, March 2011.
João Gama and Pedro Pereira Rodrigues and Luís Lopes, "Clustering distributed sensor data streams using local processing and reduced communication", in Intelligent Data Analysis, IOS Press, vol. 15, pp.3–28, January 2011.  Download: 
2010
Pedro Pereira Rodrigues and João Gama and João Araújo and Luís Lopes "Network Comprehension by Clustering Streaming Sensors", in "4th International Workshop on Knowledge Discovery from Sensor Data (Sensor-KDD 2010)" , pp.35–44, July 2010.
2009
Pedro Pereira Rodrigues and João Gama and Luís Lopes "Knowledge Discovery for Sensor Network Comprehension", in "Intelligent Techniques for Warehousing and Mining Sensor Network Data" Alfredo Cuzzocrea (eds) , IGI Global, pp.118–135, December 2009.
2008
Pedro Pereira Rodrigues and João Gama and Luís Lopes "Clustering Distributed Sensor Data Streams", in "European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2008)" , Springer - LNCS, vol. 5212, pp.282–297, September 2008.
2007
Pedro Pereira Rodrigues and João Gama and Luís Lopes "Issues and Directions for Distributed Clustering of Streaming Sensors", in "Simpósio Doutoral em Inteligência Artificial (SDIA 2007)" , pp.77–86, December 2007.
Pedro Pereira Rodrigues and João Gama and Luís Lopes "Requirements for Clustering Streaming Sensors", in "1st International Workshop on Knowledge Discovery from Sensor Data (Sensor-KDD 2007) in conjunction with the 13th ACM SIGKDD" , CRC Press, pp.16–25, August 2007.