Die Diskrete Gauß-Transformation - schnelle Approximationsverfahren und Anwendungen in hohen Dimensionen
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Identification
| Title: | Main Title: Die Diskrete Gauß-Transformation - schnelle Approximationsverfahren und Anwendungen in hohen Dimensionen |
| Description: | Abstract: Since the use of modern computers has become mainstream in almost every scientific discipline and branch of economy, their main job of performing fast computations has in many areas been substituted by the task of collecting, storing and organizing large amounts of data. In the last decades, the growing size of automatically gathered datasets promoted the development of methods in the wide field of statistical learning theory. In general, machine learning algorithms are utilized to discover certain types of relations (for example distances, correlations, sequences, clusters, classifications) in particular types of data (for instance numerical measurements, spatial positions, text documents, images). Common applications include the process of recognizing handwritten numbers in address data when sorting shipping items, categorizing customers into special target groups by means of personal data in order to optimize the distribution of advertisement, or classifying astronomical objects using their measured visible spectrum. Further current application areas can be found in geostatistics and bioinformatics. |
Responsible Party
| Creator: | Daniel Wissel (Author) |
| Publisher: | CRC/TR32 Database (TR32DB) |
| Publication Year: | 2013 |
Topic
| TR32 Topic: | Other |
| Related Subproject: | D5 |
| Subject: | Keyword: Numerical Simulation |
File Details
| Filename: | 2008_Report_Wissel.pdf |
| Data Type: | Text - Text |
| File Size: | 2.3 MB |
| Date: | Available: 01.04.2008 |
| Mime Type: | application/pdf |
| Data Format: | |
| Language: | English |
| Status: | Completed |
Constraints
| Download Permission: | Only Project Members |
| General Access and Use Conditions: | For internal use only |
| Access Limitations: | For internal use only |
| Licence: | [TR32DB] Data policy agreement |
Geographic
Specific Information - Report
| Report Date: | 1st of April, 2008 |
| Report Type: | Diploma Thesis |
| Report City: | Bonn, Germany |
| Report Institution: | Institute for Numerical Simulation, University of Bonn |
| Number of Pages: | 131 (1 - 131) |
Metadata Details
| Metadata Creator: | Harrie-Jan Hendricks-Franssen |
| Metadata Created: | 05.12.2013 |
| Metadata Last Updated: | 05.12.2013 |
| Subproject: | D5 |
| Funding Phase: | 1 |
| Metadata Language: | English |
| Metadata Version: | V50 |
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Dataset Statistics
| Page Visits: | 320 |
| Metadata Downloads: | 0 |
| Dataset Downloads: | 0 |
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Adequate reference when this dataset will be discussed or used in any publication or presentation is mandatory. In this case please contact the dataset creator.
