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» Clustering with Soft and Group Constraints
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CP
2007
Springer
13 years 11 months ago
Constraint Symmetry for the Soft CSP
We introduce a definition of constraint symmetry for soft CSPs, based on the definition of constraint symmetry for classical CSPs. We show that the constraint symmetry group of a...
Barbara M. Smith, Stefano Bistarelli, Barry O'Sull...
ICML
2007
IEEE
14 years 6 months ago
Revisiting probabilistic models for clustering with pair-wise constraints
We revisit recently proposed algorithms for probabilistic clustering with pair-wise constraints between data points. We evaluate and compare existing techniques in terms of robust...
Blaine Nelson, Ira Cohen
RTSS
2006
IEEE
13 years 11 months ago
Diverse Soft Real-Time Processing in an Integrated System
The simple notion of soft real-time processing has fractured into a spectrum of diverse soft real-time types with a variety of different resource and time constraints. Schedulers ...
Caixue Lin, Tim Kaldewey, Anna Povzner, Scott A. B...
MSWIM
2006
ACM
13 years 11 months ago
Analysis of soft handover measurements in 3G network
A neural network based clustering method for the analysis of soft handovers in 3G network is introduced. The method is highly visual and it could be utilized in explorative analys...
Kimmo Raivio
EVOW
2005
Springer
13 years 10 months ago
Application of the Grouping Genetic Algorithm to University Course Timetabling
University Course Timetabling-Problems (UCTPs) involve the allocation of resources (such as rooms and timeslots) to all the events of a university, satisfying a set of hard-constra...
Rhydian Lewis, Ben Paechter