开课单位--南加州大学
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Data Mining in Unusual Domains with Information-rich Knowledge Graph Construction, Inference and Search[具有丰富信息的知识图谱构建、推理和搜索的异常领域数据挖掘]
  Pedro Szekely;Mayank Kejriwal(南加州大学) The growth of the Web is a success story that has spurred much research in knowledge discovery and data mining. Data mining over Web domains that are ...
热度：26

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DECADE: A Deep Metric Learning Model for Multivariate Time Series[十年:多元时间序列的深度度量学习模型]
  Zhengping Che(南加州大学) Determining similarities (or distance) between multivariate time series sequences is a fundamental problem in time series analysis. The complex tempor...
热度：43

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Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adherence Data[学习使用数字依从性数据为结核病患者制定干预措施]
  Jackson A Killian(南加州大学) Digital Adherence Technologies (DATs) are an increasingly popular method for verifying patient adherence to many medications. We analyze data from one...
热度：37

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MemMAP: Compact and Generalizable Meta-LSTM Models for Memory Access Prediction[MemMAP：用于内存访问预测的紧凑且可推广的元LSTM模型]
  Ajitesh Srivastava(南加州大学) MemMAP: Compact and Generalizable Meta-LSTM Models for Memory Access Prediction
热度：22

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Auditing for Bias in Algorithms Delivering Job Ads[审核发布招聘广告时的算法偏差]
   Basileal Imana(南加州大学) Auditing for Bias in Algorithms Delivering Job Ads
热度：35

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Easygo: An Event-Centered Social Network[Easygo：以事件为中心的社交网络]
  Pedro Szekely(南加州大学) People join social events to share hobbies, enjoy networking experience, and build long lasting friendships. Although information of social events are...
热度：83

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Photo Odyssey: Creating Photography Itineraries in Realtime[Photo Odyssey：实时创建摄影路线]
  Pedro Szekely(南加州大学) Photography is a priority task in any trip. Existing systems for automatic trip planning do not account for the needs of photography enthusiasts. Pers...
热度：58

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Modeling human behaviour in virtual humans[虚拟人中的人类行为建模]
   Stacy Marsella(南加州大学) This talk builds on insights into how humans cope with emotion to guide the design of virtual humans. Although coping is increasingly viewed in the ps...
热度：56

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Game Theory for Security: Key Algorithmic Principles, Deployed Applications, Research Challenges[安全博弈论：关键算法原理，部署应用，研究挑战]
   Milind Tambe(南加州大学) Security is a global concern, requiring efficient, randomized allocation and scheduling of limited security resources. To that end, we have used compu...
热度：55

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From Virtual Museums to Peacebuilding: Creating and Using Linked Knowledge[从虚拟博物馆到建设和平：创造和利用相关知识]
   Craig A. Knoblock(南加州大学) Companies, such as Google and Microsoft, are building web-scale linked knowledge bases for the purpose of indexing and searching the web, but these ef...
热度：48
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