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ISDA
2009
IEEE
16 years 1 months ago
Improving Academic Performance Prediction by Dealing with Class Imbalance
Abstract—This paper introduces and compares some techniques used to predict the student performance at the university. Recently, researchers have focused on applying machine lear...
Nguyen Thai-Nghe, Andre Busche, Lars Schmidt-Thiem...
CDC
2008
IEEE
112views Control Systems» more  CDC 2008»
16 years 1 months ago
A preliminary study on the effects of roll dynamics in predictive vehicle stability control
Abstract— A Model Predictive Control (MPC) -based approach is presented for autonomous path following via Active Front Steering (AFS). We start from the Nonlinear MPC (NMPC) prob...
Giovanni Palmieri, Paolo Falcone, H. Eric Tseng, L...
FPL
2007
Springer
105views Hardware» more  FPL 2007»
16 years 24 days ago
Time Predictable CPU and DMA Shared Memory Access
In this paper, we propose a first step towards a time predictable computer architecture for single-chip multiprocessing (CMP). CMP is the actual trend in server and desktop syste...
Christof Pitter, Martin Schoeberl
AUTOMATICA
2005
178views more  AUTOMATICA 2005»
15 years 6 months ago
Spacecraft attitude control using explicit model predictive control
In this paper, an explicit model predictive controller for the attitude of a satellite is designed. Explicit solutions to constrained linear MPC problems can be computed by solvin...
Øyvind Hegrenæs, Jan Tommy Gravdahl, ...
CDC
2010
IEEE
141views Control Systems» more  CDC 2010»
15 years 1 months ago
Achieving higher frequencies in large-scale nonlinear model predictive control
We present new insights into how to achieve higher frequencies in large-scale nonlinear predictive control using truncated-like schemes. The basic idea is that, instead of solving ...
Victor M. Zavala, Mihai Anitescu