Sciweavers

ICANN
2010
Springer
14 years 15 days ago
Kernel-Based Learning from Infinite Dimensional 2-Way Tensors
Abstract. In this paper we elaborate on a kernel extension to tensorbased data analysis. The proposed ideas find applications in supervised learning problems where input data have ...
Marco Signoretto, Lieven De Lathauwer, Johan A. K....
NIPS
2004
14 years 25 days ago
Support Vector Classification with Input Data Uncertainty
This paper investigates a new learning model in which the input data is corrupted with noise. We present a general statistical framework to tackle this problem. Based on the stati...
Jinbo Bi, Tong Zhang
ECIS
2003
14 years 25 days ago
Using online services in untrusted environments: a privacy-preserving architecture
While online service providers are sometimes accused of forwarding identifying customer information as name and address to untrusted third parties, comparatively little attention ...
Claus Boyens, Oliver Günther
IJCAI
2007
14 years 26 days ago
Parametric Kernels for Sequence Data Analysis
A key challenge in applying kernel-based methods for discriminative learning is to identify a suitable kernel given a problem domain. Many methods instead transform the input data...
Young-In Shin, Donald S. Fussell
ATMOS
2007
124views Optimization» more  ATMOS 2007»
14 years 1 months ago
A Simulation/Optimization Framework for Locomotive Planning
Abstract. In this paper, we give an overview of the Locomotive Simulater/Optimizer (LSO) decision support system developed by us for railroads. This software is designed to imitate...
Artyom G. Nahapetyan, Ravindra K. Ahuja, F. Zeynep...
CISSE
2008
Springer
14 years 1 months ago
Pair Hidden Markov Model for Named Entity Matching
Peter Nabende, Jörg Tiedemann, John Nerbonne
WSC
2008
14 years 1 months ago
A methodology for input data management in discrete event simulation projects
Discrete event simulation (DES) projects rely heavily on high input data quality. Therefore, the input data management process is very important and, thus, consumes an extensive a...
Anders Skoogh, Björn Johansson
EH
2004
IEEE
110views Hardware» more  EH 2004»
14 years 3 months ago
A Genetic Algorithm for the Optimisation of a Reconfigurable Pipelined FFT Processor
This paper describes the optimisation of the word length in a 16-point radix-4 reconfigurable pipelined Fast Fourier Transform (FFT) based receiver device. Two forms of optimisati...
Nasri Sulaiman, Tughrul Arslan
CGO
2004
IEEE
14 years 3 months ago
A Dynamically Tuned Sorting Library
Empirical search is a strategy used during the installation of library generators such as ATLAS, FFTW, and SPIRAL to identify the algorithm or the version of an algorithm that del...
Xiaoming Li, María Jesús Garzar&aacu...
ALT
1994
Springer
14 years 3 months ago
Program Synthesis in the Presence of Infinite Number of Inaccuracies
Most studies modeling inaccurate data in Gold style learning consider cases in which the number of inaccuracies is finite. The present paper argues that this approach is not reaso...
Sanjay Jain