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SDM
2009
SIAM
172views Data Mining» more  SDM 2009»
16 years 2 months ago
Travel-Time Prediction Using Gaussian Process Regression: A Trajectory-Based Approach.
This paper is concerned with the task of travel-time prediction for an arbitrary origin-destination pair on a map. Unlike most of the existing studies, which focus only on a parti...
Sei Kato, Tsuyoshi Idé
PAMI
2012
13 years 8 months ago
Trainable Convolution Filters and Their Application to Face Recognition
—In this paper, we present a novel image classification system that is built around a core of trainable filter ensembles that we call Volterra kernel classifiers. Our system trea...
Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri, Ha...
MICRO
2009
IEEE
222views Hardware» more  MICRO 2009»
16 years 3 days ago
Qilin: exploiting parallelism on heterogeneous multiprocessors with adaptive mapping
Heterogeneous multiprocessors are growingly important in the multi-core era due to their potential for high performance and energy efficiency. In order for software to fully real...
Chi-Keung Luk, Sunpyo Hong, Hyesoon Kim
PLDI
2011
ACM
14 years 8 months ago
Automatic compilation of MATLAB programs for synergistic execution on heterogeneous processors
MATLAB is an array language, initially popular for rapid prototyping, but is now being increasingly used to develop production code for numerical and scientific applications. Typ...
Ashwin Prasad, Jayvant Anantpur, R. Govindarajan
AFRIGRAPH
2007
ACM
15 years 9 months ago
Generic computation of bulletin boards into geometric kernels
Nowadays, many commercial CAD systems are built on proprietary geometric kernels which provide an API containing a set of high level geometric operations (boolean operations, slot...
Mehdi Baba-ali, David Marcheix, Xavier Skapin, Yve...