I've noticed this before with certain feeds. Are you using an online feed aggregator by chance, such as Google Reader? If so, creating a bookmark in Safari of said link and using that within the RSS Visualizer seems to have helped.
Another instance I've seen is when the computer is unable to make an outbound Internet connection to get its feeds.