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SDM
2009
SIAM
202views Data Mining» more  SDM 2009»
15 years 10 months ago
Proximity-Based Anomaly Detection Using Sparse Structure Learning.
We consider the task of performing anomaly detection in highly noisy multivariate data. In many applications involving real-valued time-series data, such as physical sensor data a...
Tsuyoshi Idé, Aurelie C. Lozano, Naoki Abe,...
101
Voted
BIBE
2009
IEEE
161views Bioinformatics» more  BIBE 2009»
15 years 7 months ago
Soft Tissue Deformation and Optimized Data Structures for Mass Spring Methods
One of the essential components of a virtual reality surgical simulation is deformation. Deformations in computer graphics and surgical simulations are commonly modeled with three...
Tansel Halic, Sinan Kockara, Coskun Bayrak, Richar...
86
Voted
ICTAI
2009
IEEE
15 years 7 months ago
EBLearn: Open-Source Energy-Based Learning in C++
Energy-based learning (EBL) is a general framework to describe supervised and unsupervised training methods for probabilistic and non-probabilistic factor graphs. An energy-based ...
Pierre Sermanet, Koray Kavukcuoglu, Yann LeCun
114
Voted
SASP
2008
IEEE
153views Hardware» more  SASP 2008»
15 years 7 months ago
TRaX: A Multi-Threaded Architecture for Real-Time Ray Tracing
Ray tracing is a technique used for generating highly realistic computer graphics images. In this paper, we explore the design of a simple but extremely parallel, multi-threaded, ...
Josef B. Spjut, Solomon Boulos, Daniel Kopta, Erik...
88
Voted
BIBE
2007
IEEE
115views Bioinformatics» more  BIBE 2007»
15 years 7 months ago
Semiparametric RMA Background-Correction for Oligonucleotide Arrays
—Microarray technology has provided an opportunity to simultaneously monitor the expression levels of a large number of genes in response to intentional perturbations. A necessar...
Ionut Bebu, Françoise Seillier-Moiseiwitsch...