This page is mainly dedicated to my research projects in computer science. You will also find some programs I wrote. Please contact me if you have any questions. For encrypted communication you can use my public PGP key. Fabian Moerchen.

The Time Series Knowledge Representation (TSKR) is new language for expressing temporal knowledge for data mining in multivariate time series. In comparison to patterns expressed with Allen's interval relations the TSKR has advantages in robustness, expressivity, and comprehensibility. The patterns can be discovered with efficient algorithms from itemset mining as described in the Time Series Knowledge Mining (TSKM) framework. Read more

Temporal Text Mining is about applying temporal data minig methods in the context of analyzing documents, document collections and most importantly document streams. Huge amounts of documents are generated as continuous information feeds that are hard to keep up with. Temporal data mining can help to find topics and trends in news articles or scientific publications. Read more

In the area of Music Mining a new method for the description of music based on the content of audio files was developed. The application of data mining and time series analysis techniques lead to a concise and easily interpretable representation of what a song sounds like. The numerical features can be used to recommend similar music to users or to visualize and browse music collections as demonstrated in the MusicMiner software. Read more

Freeware: Information on open source projects and other freeware: MusicMiner, ESOM Tools, myGalleryMaker, myPicSaver, myBirthdayReminder, myEasySync, and WinWasher. Read more

Die meisten Informationen auf dieser Webseite stehen nur auf Englisch zur Verfügung. Die angebotenen Programme sind jedoch in deutschen Versionen herunterzuladen. Für weitere Fragen stehe ich gerne zur Verfügung.