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KDD
2009
ACM
168views Data Mining» more  KDD 2009»
16 years 2 months ago
Sustainable operation and management of data center chillers using temporal data mining
Motivation: Data centers are a critical component of modern IT infrastructure but are also among the worst environmental offenders through their increasing energy usage and the re...
Debprakash Patnaik, Manish Marwah, Ratnesh K. Shar...
NIPS
2001
15 years 3 months ago
Unsupervised Learning of Human Motion Models
This paper presents an unsupervised learning algorithm that can derive the probabilistic dependence structure of parts of an object (a moving human body in our examples) automatic...
Yang Song, Luis Goncalves, Pietro Perona
GECCO
2005
Springer
122views Optimization» more  GECCO 2005»
15 years 7 months ago
An enhanced GA to improve the search process reliability in tuning of control systems
Evolutionary Algorithms (EAs) have been largely applied to optimisation and synthesis of controllers. In spite of several successful applications and competitive solutions, the st...
Andrea Soltoggio
ICCAD
1999
IEEE
84views Hardware» more  ICCAD 1999»
15 years 6 months ago
OPTIMISTA: state minimization of asynchronous FSMs for optimum output logic
The optimal state minimization problem is to select a reduced state machine having the best logic implementation over all possible state reductions and encodings. A recent algorit...
Robert M. Fuhrer, Steven M. Nowick
GECCO
2006
Springer
180views Optimization» more  GECCO 2006»
15 years 5 months ago
Improving cooperative GP ensemble with clustering and pruning for pattern classification
A boosting algorithm based on cellular genetic programming to build an ensemble of predictors is proposed. The method evolves a population of trees for a fixed number of rounds an...
Gianluigi Folino, Clara Pizzuti, Giandomenico Spez...