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» The Sinkhorn-Knopp Algorithm: Convergence and Applications
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VTC
2006
IEEE
110views Communications» more  VTC 2006»
14 years 1 months ago
Recurrent Neural Network Based Narrowband Channel Prediction
Abstract—In this contribution, the application of fully connected recurrent neural networks (FCRNNs) is investigated in the context of narrowband channel prediction. Three differ...
Wei Liu, Lie-Liang Yang, Lajos Hanzo
ICRA
2005
IEEE
130views Robotics» more  ICRA 2005»
14 years 1 months ago
Motion Planning and Trajectory Tracking on 2-D Manifolds embedded in 3-D Workspaces
— In this paper we present a methodology that drives and stabilizes a robotic agent moving in a three dimensional environment, to a 2-dimensional manifold embedded in the workspa...
Xanthi Papageorgiou, Savvas G. Loizou, Kostas J. K...
IPPS
2000
IEEE
14 years 9 days ago
Congestion-Free Routing of Streaming Multimedia Content in BMIN-Based Parallel Systems
Abstract. Multimedia servers are increasingly employing parallel systems for the retrieval, scheduling and delivery of streaming multimedia content. However, given non-zero blockin...
Harish Sethu
ML
2007
ACM
130views Machine Learning» more  ML 2007»
13 years 7 months ago
A note on Platt's probabilistic outputs for support vector machines
Platt’s probabilistic outputs for Support Vector Machines (Platt, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an ...
Hsuan-Tien Lin, Chih-Jen Lin, Ruby C. Weng
IJON
2010
159views more  IJON 2010»
13 years 2 months ago
Model predictive flight control using adaptive support vector regression
This paper explores an application of support vector regression (SVR) to model predictive control (MPC). SVR is employed to identify a dynamic system from input-output data, and t...
Jongho Shin, H. Jin Kim, Sewook Park, Youdan Kim