AI汇总(长期汇总)

主要放一些自己看过的东西的汇总。

CV:

crowd counting:

1. CrowdNet: A Deep Convolutional Network for Dense Crowd Counting[paper]

2. CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting[paper]

3. Crowd counting via scale-adaptive convolutional neural network[paper]

CrowdSourcing

1. Privacy-Preserving Aggregate Queries for Optimal Location Selection[paper]

2. (自己老师写的….)Efficient secure similarity computation on encrypted trajectory data[paper]

Recommend System

1. 推荐系统原理与实践[book]

2. 推荐系统(Recommender systems an introduction)[book]

3. 我制作的RS ppt[pdf]

4. 我制作的POI RS ppt[pdf]

cold start

本来是应该也有一份ppt的，没做完。

先放几篇看过的：

1. ExcUseMe: Asking Users to Help in Item Cold-start Recommendations[paper]
2. DropoutNet: Addressing Cold Start in Recommender Systems[paper]

nlp

sentiment analysis

1. Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews[paper]

2. Thumbs up? Sentiment Classification using Machine Learning Techniques[paper]

ml

很杂，暂时不放。