利用神经网络进行犯罪侦查与分析

Q. Memon, S. Mehboob
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引用次数: 19

摘要

犯罪调查,特别是杀人案,涉及密集和分阶段的数据收集。我们讨论了一种技术来比较以前的可用数据的杀人案件与当前的一个。这里要开发的系统是基于人工神经网络的,目的是供凶杀侦探和其他特别任务人员使用,以便向法院提供改进和健全的报告。因此,目标是提供基于人工神经网络(ANN)的自动犯罪分析系统(ACS)。该系统还提供犯罪可视化功能,为用户提供犯罪细节的图形表示。该特性使用增量方法来表示嫌疑犯及其关注点。这样就实现了一种精细的视觉描述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Crime investigation and analysis using neural nets
Crime investigation, with special reference to homicide cases, involves intensive and phase wise collection of data. We discuss a technique for comparing previously available data of the homicide cases with the current one. The system to be developed here is based upon an artificial neural network and is intended to be used by homicide detectives and other special task personnel for providing improved and sound reports to the courts of justice. The objective is thus to provide an automated crime analysis system (ACS) which is based upon an artificial neural network (ANN). The system also provides a crime visualization feature that gives the user a pictorial representation of crime details. This feature uses an incremental approach to represent the suspects and their concerns. Thus an elaborate visual description is achieved.
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