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Preface

机译:前言

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摘要

The fast development of machine learning methods is influencing all aspects of our life and reaching new horizons of what we have previously considered being Artificial Intelligence (AI). Examples include autonomous car driving, virtual assistants, automated customer support, clinical decision support, healthcare data analytics, financial forecast, and smart devices in the home, to name a few, which contribute to the dramatic improvement in the quality of our lives. These developments, however, also bring risks for significant hazards, which were not imaginable previously, e.g., falsification of voice, videos, or even manipulation of people's opinions during elections. Many such developments become possible due to the appearance of large volumes of data ("Big Data"). These proceedings include the theory and applications of algorithms behind these developments, many of which were inspired by the functioning of the brain.
机译:机器学习方法的快速发展正在影响我们生活的方方面面,并为我们以前认为的人工智能(AI)开辟了新的视野。例子包括自动驾驶,虚拟助手,自动客户支持,临床决策支持,医疗保健数据分析,财务预测以及家庭智能设备等,这些都极大地改善了我们的生活质量。但是,这些事态发展也带来了重大危险的风险,这是以前无法想象的,例如,伪造语音,视频,甚至在选举期间操纵人民的意见。由于大量数据(“大数据”)的出现,许多这样的发展成为可能。这些过程包括这些发展背后的算法理论和应用,其中许多是受大脑功能启发的。

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