Mary Collins composed the award-winning book American Idle in 2009 after her recovery from an awful bicycle accident. This bicycle accident inspired Mary Collins to take a trip of discovery. Mary Collins visited historical locations to see changes in peoples’ physical activity over time. Collins interviewed individuals whose professions varied...
Semi-supervised clustering aims to improve clustering performance by considering user supervision in the form of pairwise constraints. In this paper, we study the active learning problem of selecting pairwise must-link and cannot-link constraints for semisupervised clustering. We consider active learning in an iterative manner where in each iteration queries are...
Pornography remains one of the most controversial topics in our culture. Politicians, religious groups, and special interest organizations tend to focus on the ‘effects’ pornography has on those who consume it, and fear that pornography is a threat to public health. The general discourse surrounding pornography is that men produce...
Management of fisheries and aquaculture is an issue that has received widespread attention in
the literature. The particular concern is the relationship among fishermen, fish farmers,
management institution and fish resources. This relationship is very important for sustainable
development of sea resources in Iran. Overfishing, uncertainty in fish availability and...
In this dissertation, we describe a spectroscopic study of metal clusters and metal-ligand complexes using pulsed field ionization zero kinetic energy (PFI-ZEKE) photoelectron spectroscopy and mass analyzed threshold ionization (MATI) spectroscopy. Vibrational resolved spectra of sodium dimer, Na•NH₃, Na•(NH₃)₂ are presented. These spectra provide a direct measurement of the ionization...
The study of the diversity of multivariate objects shares common characteristics across disciplines, including ecology and organizational management. Nevertheless, experts in these two disciplines have adopted somewhat separate diversity concepts and analysis techniques, limiting the ability of potentially sharing and cross comparing these concerns. Moreover, while complex diversity data may...
Interconnection Networks have been used as a high performance communication fabric in parallel processor architectures. Parallel processors built using off-the-shelf components, called clusters, are becoming increasingly attractive because of their high performance to cost ratio over parallel computers.
Many web servers and database servers make efficient use of clustering from...
This paper studies cluster ensembles for high dimensional data clustering. We examine three different approaches to constructing cluster ensembles. To address high dimensionality, we focus on ensemble construction methods that build on two popular dimension reduction techniques, random projection and principal component analysis (PCA). We present evidence showing that ensembles...
A cluster of computers can be used to render large amounts of data at very high resolutions. One application of clusters is scientific visualization, which often involves the display of large data sets. This paper describes a prototype system that allows oceanographers to interactively view oceanographic data using a cluster...
We consider the parallelization of Monte Carlo algorithms for analyzing numerical models of charge transport used in semiconductor device physics. Parallel algorithms for the standard k-space Monte Carlo simulation of a three band model of bulk GaAs on hypercube multicomputers are first presented. This Monte Carlo model includes scattering due...