IJON
2016
8 years 1 months ago
2016
This work presents the Transition-Aware Human Activity Recognition (TAHAR) system architecture for the recognition of physical activities using smartphones. It targets real-time c...
IJON
2016
8 years 1 months ago
2016
In this paper, we propose a novel latent structural model for big data image recognition. It addresses the problem that large amount of labeled training samples are needed in trad...
IJON
2016
8 years 1 months ago
2016
Pairwise clustering methods partition a dataset using pairwise similarity between data-points. The pairwise similarity matrix can be used to define a Markov random walk on the da...
IJON
2016
8 years 1 months ago
2016
Due to dynamic and uncertain nature of many optimization problems in real-world, an algorithm for applying to this environment must be able to track the changing optima over the t...
IJON
2016
8 years 1 months ago
2016
IJON
2016
8 years 1 months ago
2016
Extreme Learning Machine (ELM), which was initially proposed for training single-layer feed-forward networks (SLFNs), provides us a unified efficient and effective framework for...
IJON
2016
8 years 1 months ago
2016
A demand for predictive models for on-line estimation of variables is increasing in industry. As industrial processes are timevarying, on-line learning algorithms should be adapti...
IJON
2016
8 years 1 months ago
2016
l Abstract A Novel Motion Classification Based Intermode Selection Strategy for HEVC Performance Improvement Pallab Kanti Podder1 , Manoranjan Paul1 and Manzur Murshed2 1 School of...
IJON
2016
8 years 1 months ago
2016
Hidden Markov models (HMMs) are widely used probabilistic models of sequential data. As with other probabilistic models, they require the specification of local conditional proba...
IJON
2016
8 years 1 months ago
2016
The Virtual Generalizing Random Access Memory Weightless Neural Network (VGRAM WNN) is a type of WNN that only requires storage capacity proportional to the training set. As such,...