118 citations · 157 across the 4 of their papers we have counts for
4 papers
Hyper-Class Representation of Data
Shichao Zhang, Jiaye Li, Wenzhen Zhang +1
Data representation is usually a natural form with their attribute values. On this basis, data processing is an attribute-centered calculation. However, there are three limitations…
KNN Classification with One-step Computation
Shichao Zhang, Jiaye Li
KNN classification is an improvisational learning mode, in which they are carried out only when a test data is predicted that set a suitable K value and search the K nearest neighb…
PAC-GAN: An Effective Pose Augmentation Scheme for Unsupervised Cross-View Person Re-identification
Chengyuan Zhang, Lei Zhu, Shichao Zhang
Person re-identification (person Re-Id) aims to retrieve the pedestrian images of a same person that captured by disjoint and non-overlapping cameras. Lots of researchers recently…
Data Partitioning View of Mining Big Data
Shichao Zhang
There are two main approximations of mining big data in memory. One is to partition a big dataset to several subsets, so as to mine each subset in memory. By this way, global patte…