Artificial Intelligence Applications and Innovations
Artificial Intelligence Applications and Innovations
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DOI：
10.1007/978-3-319-44944-9
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发表时间：
2016-09
期刊：
影响因子：
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通讯作者：
Ana Silva;Tiago Oliveira;Vicente Julián;José Neves;Paulo Novais
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文献类型：
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作者：
Ana Silva;Tiago Oliveira;Vicente Julián;José Neves;Paulo Novais
人工智能（AI）是一个快速发展和增长的研究领域。在过去的几十年里，它已经从一个有希望的领域扩展到实际交付的领域，几乎在每个科学领域都有很好的实际应用。更具体地说，在过去的5年里，谷歌在Facebook、微软（例如，GitHub上的开源深度学习工具包CNTK）、亚马逊和百度在中国越来越多地应用人工智能算法。最近所有这些研究工作的共同核心是深度学习。Facebook应用机器学习小组负责人Joaquin Canvanic表示：“我们正试图构建超过15亿个人工智能代理，每个使用Facebook或其任何产品的人都有一个。Facebook正在使用一个名为FBLEarner Flow的机器学习平台。事实上，Facebook已经在打造AI了!深度学习、深度神经网络、多智能体系统和自主智能体、图像处理、生物启发神经网络（尖峰神经网络）已经成为现实。深度神经网络正在改变互联网。国际信息处理联合会（IFIP）成立于1960年，由联合国教科文组织赞助，继1959年在巴黎举行的第一届世界计算机大会之后。第一届AIAI会议（人工智能应用和创新）于2004年在法国图卢兹由IFIP组织。从那时起，它一直得到工作组12.5 "人工智能应用"的技术支持。经过12年的持续存在，它已经成为一个众所周知的和公认的成熟事件，为来自地球仪的人工智能科学家提供了展示他们的研究成果的机会，并应对正在以流星速度发生的人工智能研究爆炸。第12届AIAI于2016年9月16日至18日在希腊塞萨洛尼基举行。遵循悠久的传统，这本Springer卷属于IFIP AICT系列，它包含了在AIAI 2016主会议和作为平行活动举行的研讨会上口头提交的已接受论文。邀请杰出的同事举办了三次讲习班，即：
Artificial Intelligence (AI) is a rapidly evolving and growing research area. During the last few decades it has expanded from a field of promise to one of actual delivery, with good practical application in almost every scientific domain. More specifically, during the last 5 years, AI algorithms have been applied more and more by Google in Facebook, by Microsoft (eg, the CNTK that is an open source deep learning toolkit on GitHub) by Amazon, and by Baidu in China. The common core of all these recent research efforts is deep learning. Joaquin Candela, head of Facebook’s Applied Machine Learning group, stated:“We’re trying to build more than 1.5 billion AI agents, one for every person who uses Facebook or any of its products.” Facebook is using a machine-learning platform known as the FBLearner Flow. In fact, Facebook is already building AI that builds AI! Deep learning, deep neural networks, multi-agent systems and autonomous agents, image processing, biologically inspired neural networks (spiking ANN) are already a reality. Deep neural networks are changing the Internet.The International Federation for Information Processing (IFIP) was founded in 1960 under the auspices of UNESCO, following the first historical World Computer Congress held in Paris in 1959. The First AIAI conference (Artificial Intelligence Applications and Innovations) was organized in Toulouse, France in 2004 by the IFIP. Since then, it has always been technically supported by the Working Group 12.5 “Artificial Intelligence Applications.” After 12 years of continuous presence, it has become a well-known and recognized mature event, offering AI scientists from all over the globe the chance to present their research achievements and to cope with the AI research explosion that is taking place at a meteoric speed. The 12th AIAI was held in Thessaloniki, Greece, during September 16–18, 2016. Following a long-standing tradition, this Springer volume belongs to the IFIP AICT series and it contains the accepted papers that were presented orally at the AIAI 2016 main conference and in the workshops that were held as parallel events. Three workshops were organized, by invitation to prominent and distinguished colleagues, namely: