Data mining plays an important role in various human activities because it extracts the
unknown useful patterns (or knowledge). Due to its capabilities, data mining become an …

In present era, data analysis plays vital role in various domains. Data clustering is a data
analysis technique used for grouping of data objects based on unsupervised learning. Many …

Clustering has been applied in machine learning, data mining and so on, and has received
extensive attention. However, since some data has noise or outliers, these noise or outliers …

Recommender system is one of the most effective tools to solve the problem of information
overload. As a popular method for recommendation system, regularized singular value …

Clustering, which is a commonly used tool, has been applied in machine learning, data
mining and so on, and has received extensive research. However, there are usually noise …

Approximations based on random Fourier features have recently emerged as an efficient
and elegant method for designing large-scale machine learning tasks. Unlike approaches …

Today, digital data is accumulated at a faster than ever speed in science, engineering,
biomedicine, and real-world sensing. Data mining provides us an effective way for the …