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AIR
2005
102views more  AIR 2005»
13 years 10 months ago
A Case-Based Explanation System for Black-Box Systems
Most users of machine-learning products are reluctant to use the systems without any sense of the underlying logic that has led to the system's predictions. Unfortunately many...
Conor Nugent, Padraig Cunningham
CAL
2004
13 years 10 months ago
Globally Adaptive Load-Balanced Routing on Tori
We introduce a new method of adaptive routing on k-ary n-cubes, Globally Adaptive Load-Balance (GAL). GAL makes global routing decisions using global information. In contrast, most...
Arjun Singh, William J. Dally, Brian Towles, Amit ...
ICASSP
2009
IEEE
14 years 5 months ago
A framework for distributed multimedia stream mining systems using coalition-based foresighted strategies
In this paper, we propose a distributed solution to the problem of configuring classifier trees in distributed stream mining systems. The configuration involves selecting appro...
Hyunggon Park, Deepak S. Turaga, Olivier Verscheur...
INFOCOM
2003
IEEE
14 years 4 months ago
Target-Pursuing Policies for Open Multiclass Queueing Networks
—We propose a new parametric class of scheduling and routing policies for open multiclass queueing networks. We establish their stability and show they are amenable to distribute...
Ioannis Ch. Paschalidis, Chang Su, Michael Caraman...
ICANN
2007
Springer
14 years 5 months ago
Neural Mechanisms for Mid-Level Optical Flow Pattern Detection
This paper describes a new model for extracting large-field optical flow patterns to generate distributed representations of neural activation to control complex visual tasks such ...
Stefan Ringbauer, Pierre Bayerl, Heiko Neumann