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ICML
2005
IEEE
16 years 19 days ago
Core Vector Regression for very large regression problems
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...
Ivor W. Tsang, James T. Kwok, Kimo T. Lai
ICCS
2007
Springer
15 years 6 months ago
Hessian-Based Model Reduction for Large-Scale Data Assimilation Problems
Assimilation of spatially- and temporally-distributed state observations into simulations of dynamical systems stemming from discretized PDEs leads to inverse problems with high-di...
Omar Bashir, Omar Ghattas, Judith Hill, Bart G. va...
ICCE
2007
151views Education» more  ICCE 2007»
15 years 1 months ago
A Diverse and Robust Tutoring System for Medical Problem-Based Learning
: Problem-based learning (PBL) is becoming increasingly popular in medical education as a means of equipping students with the required clinical reasoning skills. However, faculty ...
Hameedullah Kazi
CAEPIA
2005
Springer
15 years 5 months ago
Combining Human Perception and Geometric Restrictions for Automatic Pedestrian Detection
Automatic detection systems do not perform as well as human observers, even on simple detection tasks. A potential solution to this problem is training vision systems on appropriat...
Modesto Castrillón Santana, Quoc C. Vuong
PDCN
2004
15 years 1 months ago
Scalable parallel algorithms for difficult combinatorial problems: A case study in optimization
A novel combination of emergent algorithmic methods, powerful computational platforms and supporting infrastructure is described. These complementary tools and technologies are us...
Faisal N. Abu-Khzam, Michael A. Langston, Pushkar ...