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Intelligent detection of anomalies in telecommunications customer behaviour
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| Main Author: | |
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| Other Authors: | |
| Format: | Thesis |
| Language: | English |
| Published: |
Department of Computer Science
2014
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| _version_ | 1867613243209416704 |
|---|---|
| access_status_str | Open Access |
| author | Osunmakinde, Isaac Olusegun |
| author2 | Potgieter, Anet |
| author_browse | Osunmakinde, Isaac Olusegun Potgieter, Anet |
| author_facet | Potgieter, Anet Osunmakinde, Isaac Olusegun |
| author_sort | Osunmakinde, Isaac Olusegun |
| collection | Thesis |
| description | Word processed copy. |
| format | Thesis |
| id | oai:open.uct.ac.za:11427/6430 |
| institution | University of Cape Town (South Africa) |
| language | eng |
| last_indexed | 2026-06-10T12:33:01.081Z |
| license_str | Not specified — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository |
| publishDate | 2014 |
| publishDateRange | 2014 |
| publishDateSort | 2014 |
| publisher | Department of Computer Science |
| publisherStr | Department of Computer Science |
| record_format | dspace |
| source_str | UCTD — University of Cape Town Open Access Repository |
| spelling | oai:open.uct.ac.za:11427/6430 Intelligent detection of anomalies in telecommunications customer behaviour Osunmakinde, Isaac Olusegun Potgieter, Anet Computer Science Word processed copy. Includes bibliographical references (leaves 118-121). In this research, we present a modelling technique that can efficiently facilitate anomaly detection that will help call analysts and managers with adaptive decision-making. We developed and implemented a Data 'fransformation System (DTS), a new Hybrid Genetic Algorithm (HGA) and an Anomaly Detection System (ADS) to address this challenge. 2014-08-13T19:31:54Z 2014-08-13T19:31:54Z 2006 Master Thesis Masters MSc http://hdl.handle.net/11427/6430 eng application/pdf Department of Computer Science Faculty of Science University of Cape Town |
| spellingShingle | Computer Science Osunmakinde, Isaac Olusegun Intelligent detection of anomalies in telecommunications customer behaviour |
| thesis_degree_str | Master's |
| title | Intelligent detection of anomalies in telecommunications customer behaviour |
| title_full | Intelligent detection of anomalies in telecommunications customer behaviour |
| title_fullStr | Intelligent detection of anomalies in telecommunications customer behaviour |
| title_full_unstemmed | Intelligent detection of anomalies in telecommunications customer behaviour |
| title_short | Intelligent detection of anomalies in telecommunications customer behaviour |
| title_sort | intelligent detection of anomalies in telecommunications customer behaviour |
| topic | Computer Science |
| url | http://hdl.handle.net/11427/6430 |
| work_keys_str_mv | AT osunmakindeisaacolusegun intelligentdetectionofanomaliesintelecommunicationscustomerbehaviour |