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PAKDD
2005
ACM
128views Data Mining» more  PAKDD 2005»
14 years 4 months ago
A Framework for Incorporating Class Priors into Discriminative Classification
Abstract. Discriminative and generative methods provide two distinct approaches to machine learning classification. One advantage of generative approaches is that they naturally mo...
Rong Jin, Yi Liu
PCM
2005
Springer
107views Multimedia» more  PCM 2005»
14 years 4 months ago
Auto-summarization of Multimedia Meeting Records Based on Accessing Log
Abstract. Computer techniques have been leveraged to record human experiences in many public spaces, e.g. meeting rooms and classrooms. For the large amount of such records produce...
Weisheng He, Yuanchun Shi, Xin Xiao
CSCW
2004
ACM
14 years 4 months ago
Using social psychology to motivate contributions to online communities
Under-contribution is a problem for many online communities. Social psychology theories of social loafing and goal-setting can provide mid-level design principles to address this ...
Gerard Beenen, Kimberly S. Ling, Xiaoqing Wang, Kl...
ICML
2004
IEEE
14 years 4 months ago
Towards tight bounds for rule learning
While there is a lot of empirical evidence showing that traditional rule learning approaches work well in practice, it is nearly impossible to derive analytical results about thei...
Ulrich Rückert, Stefan Kramer
ISER
2004
Springer
158views Robotics» more  ISER 2004»
14 years 4 months ago
Collective Inspection of Regular Structures using a Swarm of Miniature Robots
We present a series of experiments concerned with the inspection of regular, engineered structures carried out using swarms of five to twenty autonomous, miniature robots, solely ...
Nikolaus Correll, Alcherio Martinoli