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JMLR
2010
133views more  JMLR 2010»
14 years 4 months ago
Hierarchical Cost-Sensitive Algorithms for Genome-Wide Gene Function Prediction
In this work we propose new ensemble methods for the hierarchical classification of gene functions. Our methods exploit the hierarchical relationships between the classes in diffe...
Nicolò Cesa-Bianchi, Giorgio Valentini
TEC
2002
108views more  TEC 2002»
14 years 9 months ago
Analysis and modeling of control tasks in dynamic systems
Most applications of evolutionary algorithms (EAs) deal with static optimization problems. However, in recent years, there has been a growing interest in timevarying (dynamic) prob...
Rasmus K. Ursem, Thiemo Krink, Mikkel T. Jensen, Z...
EUSFLAT
2007
150views Fuzzy Logic» more  EUSFLAT 2007»
14 years 11 months ago
Competitive Self-adaptation in Evolutionary Algorithms
Heuristic search for the global minimum is studied. This paper is focused on the adaptation of control parameters in differential evolution (DE) and in controlled random search (...
Josef Tvrdík, Ivan Krivý
ICMCS
1994
IEEE
92views Multimedia» more  ICMCS 1994»
15 years 1 months ago
An Observation-Based Admission Control Algorithm for Multimedia Servers
In this paper, we propose a novel observation-based admission control algorithm, in which a client is admitted for service by a multimedia server only if the predicted extrapolati...
Harrick M. Vin, Alok Goyal, Anshuman Goyal, Pawan ...
ECRTS
2007
IEEE
15 years 4 months ago
On Controllability and Feasibility of Utilization Control in Distributed Real-Time Systems
Feedback control techniques have recently been applied to a variety of real-time systems. However, a fundamental issue that was left out is guaranteeing system controllability and...
Xiaorui Wang, Yingming Chen, Chenyang Lu, Xenofon ...