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ISDA
2010
IEEE
15 years 4 months ago
Comparing SVM ensembles for imbalanced datasets
Real life datasets often suffer from the problem of class imbalance, which thwarts supervised learning process. In such data sets examples of positive (minority) class are signific...
Vasudha Bhatnagar, Manju Bhardwaj, Ashish Mahabal
SASO
2010
IEEE
15 years 4 months ago
Designing Comprehensible Self-Organising Systems
Self-organising systems are a popular engineering concept for designing decentralised autonomic computing systems. They are able to find solutions in complex and versatile problem ...
Nicolas Höning, Han La Poutré
SENSYS
2010
ACM
15 years 4 months ago
Estimating building consumption breakdowns using ON/OFF state sensing and incremental sub-meter deployment
This paper considers the problem of estimating the power breakdowns for the main appliances inside a building using a small number of power meters and the knowledge of the ON/OFF ...
Deokwoo Jung, Andreas Savvides
SIGSOFT
2010
ACM
15 years 4 months ago
Combining hardware and software instrumentation to classify program executions
Several research efforts have studied ways to infer properties of software systems from program spectra gathered from the running systems, usually with software-level instrumentat...
Cemal Yilmaz, Adam A. Porter
SOCIALCOM
2010
15 years 4 months ago
The Design and Enforcement of a Rule-based Constraint Policy Language for Service Composition
Service composition is a new paradigm for efficient and cost-effective IT service provisioning over the network. To safely and effectively deploy composed services within an organi...
Wei Wei, Ting Yu