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JCST
2006
128views more  JCST 2006»
15 years 4 months ago
Multi-Instance Learning from Supervised View
Abstract In multi-instance learning, the training set comprises labeled bags that are composed of unlabeled instances, and the task is to predict the labels of unseen bags. This pa...
Zhi-Hua Zhou
KDD
2007
ACM
186views Data Mining» more  KDD 2007»
16 years 5 months ago
An Ad Omnia Approach to Defining and Achieving Private Data Analysis
We briefly survey several privacy compromises in published datasets, some historical and some on paper. An inspection of these suggests that the problem lies with the nature of the...
Cynthia Dwork
ICALT
2006
IEEE
15 years 11 months ago
AWELS: Adaptive Web-Based Education and Learning Styles
Can learning styles (LS) be applied in current webbased systems? What are the main issues when applying LS in web-based systems? Can LS be authored in current web-based systems? W...
Alexandra I. Cristea, Natalia Stash
ROBOCUP
2001
Springer
111views Robotics» more  ROBOCUP 2001»
15 years 9 months ago
Evolving Fuzzy Logic Controllers for Sony Legged Robots
This paper presents an evolutionary approach to learning a fuzzy logic controller(FLC) employed for reactive behaviour control of Sony legged robots. The learning scheme is divided...
Dongbing Gu, Huosheng Hu
153
Voted
SIGMOD
2002
ACM
134views Database» more  SIGMOD 2002»
16 years 5 months ago
Wavelet synopses with error guarantees
Recent work has demonstrated the effectiveness of the wavelet decomposition in reducing large amounts of data to compact sets of wavelet coefficients (termed "wavelet synopse...
Minos N. Garofalakis, Phillip B. Gibbons