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ITNG
2010
IEEE
15 years 3 months ago
A Fast and Stable Incremental Clustering Algorithm
— Clustering is a pivotal building block in many data mining applications and in machine learning in general. Most clustering algorithms in the literature pertain to off-line (or...
Steven Young, Itamar Arel, Thomas P. Karnowski, De...
ICASSP
2008
IEEE
15 years 5 months ago
A weighted subspace approach for improving bagging performance
Bagging is an ensemble method that uses random resampling of a dataset to construct models. In classification scenarios, the random resampling procedure in bagging induces some c...
Qu-Tang Cai, Chun-Yi Peng, Chang-Shui Zhang
CAISE
2006
Springer
15 years 2 months ago
Context-aware Process Design Exploring the Extrinsic Drivers for Process Flexibility
Research on process flexibility has traditionally explored alternative ways of considering flexibility during the design of a business process. The focus typically has been on ways...
Michael Rosemann, Jan Recker
ECBS
2008
IEEE
110views Hardware» more  ECBS 2008»
15 years 5 months ago
Goal-Based Modeling of Dynamically Adaptive System Requirements
Self-adaptation is emerging as an increasingly important capability for many applications, particularly those deployed in dynamically changing environments, such as ecosystem moni...
Heather Goldsby, Peter Sawyer, Nelly Bencomo, Bett...
ECOWS
2007
Springer
15 years 4 months ago
The Service Responsibility and Interaction Design Method: Using an Agile Approach for Web Service Design
Service-Oriented Architectures (SOAs) are increasingly deployed to achieve distributed systems that are modular, flexible and extensible. Designing for a SOA can be difficult, how...
David E. Millard, Hugh C. Davis, Yvonne Margaret H...