ICML 2006

3rd International Wokshop on Knowledge Discovery from Data Streams 

Schedule

Thursday, June 29th 2006

9:00-11:00 Tutorial

"Next Generation Data Streams Algorithms"

S. Muthu Muthukrishnan
11:00-11:30 Coffe Break
11:30-11:55 Paper 1
"Classification of Changes in Evolving Data Streams using Online Clustering Result Deviation"
Mohamed Medhat Gaber and Philip S. Yu
11:55-12:20 Paper 2
"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
12:20-12:45 Paper 3
"FACIL: Incremental Rule Learner for Classifcation of Data Streams"
Francisco J. Ferrer-Troyano, Jesus S. Aguilar-Ruiz, and Jose C. Riquelme
12:45-14:00 Lunch
14:00-14:25 Paper 4
"Visualisation of Cluster Dynamics and Change Detection in Ubiquitous Data Stream Mining"
Brett Gillick, Mohamed Medhat Gaber, Shonali Krishnaswamy and Arkady Zaslavsky
14:25-14:50 Paper 5
"Online Prediction of Streaming Sensor Data"
Pedro Pereira Rodrigues and Joao Gama
14:50-15:15 Paper 6
"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.
15:15-15:40 Paper 7
"Change detection with Kalman filter and CUSUM"
Milton Severo and Joao Gama
15:40-16:15 Coffe Break
16:15-17:15 Panel

"Open issues and emergent topics on Learning from Data Streams"

Pedro Domingos and S. Muthu Muthukrishnan