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ICDM
2008
IEEE
145views Data Mining» more  ICDM 2008»
16 years 13 days ago
Paired Learners for Concept Drift
To cope with concept drift, we paired a stable online learner with a reactive one. A stable learner predicts based on all of its experience, whereas a reactive learner predicts ba...
Stephen H. Bach, Marcus A. Maloof
ICRA
2008
IEEE
191views Robotics» more  ICRA 2008»
16 years 13 days ago
Combining automated on-line segmentation and incremental clustering for whole body motions
Abstract— This paper describes a novel approach for incremental learning of human motion pattern primitives through on-line observation of human motion. The observed motion time ...
Dana Kulic, Wataru Takano, Yoshihiko Nakamura
ASAP
2007
IEEE
135views Hardware» more  ASAP 2007»
16 years 10 days ago
An Application Specific Memory Characterization Technique for Co-processor Accelerators
Commodity accelerator technologies including reconfigurable devices provide an order of magnitude performance improvement compared to mainstream microprocessor systems. A number o...
Sadaf R. Alam, Jeffrey S. Vetter, Melissa C. Smith
ICC
2007
IEEE
120views Communications» more  ICC 2007»
16 years 10 days ago
Multiuser MIMO Downlink Transmission Over Time-Varying Channels
—— The performance of multiuser MIMO downlink systems with block diagonalization (BD) relies on the channel state information (CSI) at the transmitter to a great extent. For ti...
Kai Zhang, Zhisheng Niu
INFOCOM
2007
IEEE
16 years 9 days ago
Stochastic Analysis and Improvement of the Reliability of DHT-Based Multicast
Abstract— This paper investigates the reliability of applicationlevel multicast based on a distributed hash table (DHT) in a highly dynamic network. Using a node residual lifetim...
Guang Tan, Stephen A. Jarvis