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14 years 5 months ago
Detecting and Discriminating Behavioural Anomalies
This paper aims to address the problem of anomaly detection and discrimination in complex behaviours, where anomalies are subtle and difficult to detect owing to the complex tempor...
Chen Change Loy, Tao Xiang, Shaogang Gong
CORR
2012
Springer
167views Education» more  CORR 2012»
14 years 2 months ago
Multidimensional counting grids: Inferring word order from disordered bags of words
Models of bags of words typically assume topic mixing so that the words in a single bag come from a limited number of topics. We show here that many sets of bag of words exhibit a...
Nebojsa Jojic, Alessandro Perina
IWNAS
2008
IEEE
16 years 1 months ago
Parallel Job Scheduling with Overhead: A Benchmark Study
We study parallel job scheduling, where each job may be scheduled on any number of available processors in a given parallel system. We propose a mathematical model to estimate a j...
Richard A. Dutton, Weizhen Mao, Jie Chen, William ...
MOMPES
2008
IEEE
16 years 1 months ago
Separation of Distributed Real-Time Embedded Concerns with Theme/UML
Model-driven engineering (MDE) addresses platform complexity issues by abstracting platformindependent models for subsequent transformation to platform-specific models. This faci...
Cormac Driver, Vinny Cahill, Siobhán Clarke
IJCNN
2007
IEEE
16 years 28 days ago
Neural Network Ensembles for Time Series Prediction
— Rapidly evolving businesses generate massive amounts of time-stamped data sequences and defy a demand for massively multivariate time series analysis. For such data the predict...
Dymitr Ruta, Bogdan Gabrys