] Filters: Author is João Gama [Clear All Filters]
, "Machine Learning and Knowledge Discovery in Databases", in ECML PKDD 2015, Springer - LNCS, vol. 9284 & 9285, September 2015.
, "Exploring multi-relational temporal databases with a propositional sequence miner", in Progress in Artificial Intelligence, Springer Berlin Heidelberg, vol. 4, pp.11–20, December 2015.
"Predicting Ramp Events with a Stream-Based HMM Framework", in "15th International Conference on Discovery Science (DS 2012)" , Springer - LNCS, vol. 7569, pp.224–238, October 2012. Download:
"Predictive Sequence Miner in ILP Learning", in "21st International Conference on Inductive Logic Programming (ILP 2011) - Revised Selected Papers" , Springer - LNCS, vol. 7207, pp.130–144, 2012.
"Sequential Pattern Knowledge in Multi-Relational Learning", in "26th International Symposium on Computer and Information Sciences (ISCIS 2011)" , Springer London, pp.539–545, September 2011. Download:
"Constrained Sequential Pattern Knowledge in Multi-relational Learning", in "15th Portuguese Conference on Artificial Intelligence (EPIA 2011)" , Springer - LNCS, vol. 7026, pp.282-296, October 2011. Download:
"L2GClust: Local-to-Global Clustering of Stream Sources", in "26th ACM Symposium on Applied Computing (SAC 2011)" , ACM Press, pp.1006–1011, March 2011.
, "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:
"Network Comprehension by Clustering Streaming Sensors", in "4th International Workshop on Knowledge Discovery from Sensor Data (Sensor-KDD 2010)" , pp.35–44, July 2010.
"Sequential Pattern Mining in Multi-relational Datasets", in "13th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2009) - Selected Papers" , Springer - LNCS, vol. 5988, pp.121–130, 2010.
, "Discovery Science", in 12th International Conference on Discovery Science (DS 2009), Springer - LNCS, vol. 5808, October 2009.
"Knowledge Discovery for Sensor Network Comprehension", in "Intelligent Techniques for Warehousing and Mining Sensor Network Data" , IGI Global, pp.118–135, December 2009.
"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.
"RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets", in "20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008) " , IEEE, pp.379–386, November 2008.
"Requirements for Clustering Streaming Sensors", in "Knowledge Discovery from Sensor Data" , CRC Press, December 2008.
"Issues and Directions for Distributed Clustering of Streaming Sensors", in "Simpósio Doutoral em Inteligência Artificial (SDIA 2007)" , pp.77–86, December 2007.
"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.