ICML 2006

3rd International Wokshop on Knowledge Discovery from Data Streams 

Accepted Papers

 


"Classification of Changes in Evolving Data Streams using Online Clustering Result Deviation"
Mohamed Medhat Gaber and Philip S. Yu

"An online learning technique for coping with novelty detection and concept drift in data streams"
Eduardo J. Spinosa, Andre Ponce de Leon F. de Carvalho, and Joao Gama

"Visualisation of Cluster Dynamics and Change Detection in Ubiquitous Data Stream Mining"
Brett Gillick, Mohamed Medhat Gaber, Shonali Krishnaswamy and Arkady Zaslavsky

"Online Prediction of Streaming Sensor Data"
Pedro Pereira Rodrigues and Joao Gama

"Tracking the Intrinsic Dimension of Evolving Data Streams to Update Association Rules"
Elaine P. M. de Sousa, Marcela X. Ribeiro, Agma J. M. Traina, and Caetano Traina Jr.

"Change detection with Kalman filter and CUSUM"
Milton Severo and Joao Gama

"FACIL: Incremental Rule Learner for Classifcation of Data Streams"
Francisco J. Ferrer-Troyano, Jesus S. Aguilar-Ruiz, and Jose C. Riquelme