上海交通大学：数学科学学院专业选修课《大数据分析》课程教学大纲

《人工智能、机器学习与大数据》课程教学资源（参考文献）Multiple-instance learning via disambiguation

《人工智能、机器学习与大数据》课程教学资源（参考文献）Buffered Asynchronous SGD for Byzantine Learning

《人工智能、机器学习与大数据》课程教学资源（参考文献）Robust Frequent Directions with Application in Online Learning

1 Introduction 2 Unsupervised Hashing 3 Supervised Hashing 4 Ranking-based Hashing 5 Multimodal Hashing 6 Deep Hashing 7 Quantization 8 Conclusion 9 Reference

中国科学院“十三五”信息化专项科学大数据工程项目——重点数据库建设申请指南

1 The Era of Big Data 2 Big Data Characteristics 3 A Big Data Processing Framework 4 Streaming Data and Streaming Features Outline 5 Concluding Remarks

1 Introduction Problem Definition Existing Methods 2 Scalable Graph Hashing with Feature Transformation Motivation Model and Learning Experiment 3 Conclusion 4 Reference

北方工业大学：城乡规划《大数据》课程教学大纲

北方工业大学：通信工程《人工智能与大数据导论》课程教学大纲