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» Optimal Control under Stochastic Target Constraints
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KDD
2007
ACM
177views Data Mining» more  KDD 2007»
14 years 10 months ago
Mining optimal decision trees from itemset lattices
We present DL8, an exact algorithm for finding a decision tree that optimizes a ranking function under size, depth, accuracy and leaf constraints. Because the discovery of optimal...
Élisa Fromont, Siegfried Nijssen
CDC
2010
IEEE
185views Control Systems» more  CDC 2010»
13 years 4 months ago
Distributed perimeter patrolling and tracking for camera networks
In this work, we propose a distributed control strategy for perimeter patrolling and target tracking in a multi-camera videosurveillance system with communication, resources and sp...
Mauro Baseggio, Angelo Cenedese, Pierangelo Merlo,...
INFOCOM
2003
IEEE
14 years 2 months ago
On the Stability of Adaptive Routing in the Presence of Congestion Control
— Efficient use of network resources has long been an important problem for large-scale network operators. To this end, several recent research efforts have proposed automated m...
Eric Anderson, Thomas E. Anderson
CORR
2011
Springer
190views Education» more  CORR 2011»
13 years 1 months ago
Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints
Abstract—Coping with outliers contaminating dynamical processes is of major importance in various applications because mismatches from nominal models are not uncommon in practice...
Shahrokh Farahmand, Georgios B. Giannakis, Daniele...
INFOCOM
2002
IEEE
14 years 2 months ago
QoS and Fairness Constrained Convex Optimization of Resource Allocation for Wireless Cellular and Ad Hoc Networks
— For wireless cellular and ad hoc networks with QoS constraints, we propose a suite of problem formulations that allocate network resources to optimize SIR, maximize throughput ...
David Julian, Mung Chiang, Daniel O'Neill, Stephen...