Invention Grant
US07885915B2 Analytical system for discovery and generation of rules to predict and detect anomalies in data and financial fraud
有权
用于发现和生成用于预测和检测数据和金融欺诈异常的规则的分析系统
- Patent Title: Analytical system for discovery and generation of rules to predict and detect anomalies in data and financial fraud
- Patent Title (中): 用于发现和生成用于预测和检测数据和金融欺诈异常的规则的分析系统
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Application No.: US11453254Application Date: 2006-06-15
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Publication No.: US07885915B2Publication Date: 2011-02-08
- Inventor: Rupert D. G. Parson , John D. G. Andersson , Timothy Ball , Wael Khatib , Patrick Rene Tschorn , Stephen Muggleton
- Applicant: Rupert D. G. Parson , John D. G. Andersson , Timothy Ball , Wael Khatib , Patrick Rene Tschorn , Stephen Muggleton
- Applicant Address: GB London
- Assignee: Future Route Limited
- Current Assignee: Future Route Limited
- Current Assignee Address: GB London
- Agency: Nixon & Vanderhye, PC
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06N5/02
Abstract:
Methods and computer apparatus are disclosed for deriving first order logic language rules for use in analyzing new data to identify anomalies in the new data. Historical data is formatted to be in a form suitable for application of a machine-learning algorithm thereto. The machine-learning algorithm is applied to the formatted historical data to generate a set of first order logic language rules that cover the formatted historical data. The set of first order logic language rules are analyzed to obtain a subset of said set of first order logic language rules which can be used as first order logic language rules in analyzing new data.
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